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<h2 id="development-guide">📖 Development Guide<a class="headerlink" href="#development-guide" title="Permanent link">&para;</a></h2>
<p>This document describes how to easily set up your local dev environment to work on StreamPipes Python 🐍.
<br></p>
<h3 id="first-steps">🚀 First Steps<a class="headerlink" href="#first-steps" title="Permanent link">&para;</a></h3>
<p>1) <strong>Set up your Python environment</strong></p>
<p>Create a virtual Python environment using a tool of your choice.
To manage dependencies, we use <a href="https://python-poetry.org/">Poetry</a>, so please install poetry in your local environment, e.g. via
<div class="language-bash highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span>poetry
</code></pre></div></p>
<p>Once poetry is installed you can simply finalize your Python environment by running:</p>
<div class="language-bash highlight"><pre><span></span><code>poetry<span class="w"> </span>install<span class="w"> </span>--with<span class="w"> </span>dev,stubs<span class="w">  </span><span class="c1"># install everything that is required for the development</span>
poetry<span class="w"> </span>install<span class="w"> </span>--with<span class="w"> </span>docs<span class="w">  </span><span class="c1"># install everything to work with the documentation</span>
poetry<span class="w"> </span>install<span class="w"> </span>--with<span class="w"> </span>dev,stubs,docs<span class="w">  </span><span class="c1"># install all optional dependencies related to development</span>
</code></pre></div>
<p><br></p>
<p>2) <strong>Install pre-commit hook</strong></p>
<p>The pre-commit hook is run before every commit and takes care about code style,
linting, type hints, import sorting, etc. It will stop your commit in case the changes do not apply the expected format.
Always check to have the recent version of the pre-commit hook installed otherwise the CI build might fail.
If you are interested, you can have a deeper look on the underlying library: <a href="https://pre-commit.com/">pre-commit</a>.</p>
<p><div class="language-bash highlight"><pre><span></span><code>pre-commit<span class="w"> </span>install
</code></pre></div>
The definition of the pre-commit hook can be found in <a href="https://github.com/apache/streampipes/blob/dev/streampipes-client-python/.pre-commit-config.yaml">.pre-commit-config.yaml</a>.</p>
<p><br></p>
<h3 id="conventions">👏 Conventions<a class="headerlink" href="#conventions" title="Permanent link">&para;</a></h3>
<p>Below we list some conventions that we have agreed on for creating StreamPipes Python.
Please comply to them when you plan to contribute to this project.
If you have any other suggestions or would like to discuss them, we would be happy to hear from you on our mailing list <a href="mailto:dev@streampipes.apache.org">dev@streampipes.apache.org</a>
or in our <a href="https://github.com/apache/streampipes/discussions">discussions</a> on GitHub.</p>
<p>1) <strong>Use <code>numpy</code> style for Python docstrings</strong> 📄 <br>
Please stick to the <code>numpy</code> <a href="https://numpydoc.readthedocs.io/en/latest/format.html">style</a> when writing docstrings, as we require this for generating our documentation.</p>
<p>2) <strong>Provide tests</strong> ✅ <br>
We are aiming for broad test coverage for the Python package and
have therefore set a requirement of at least 90% unit test coverage.
Therefore, please remember to write (unit) tests already during development.
If you have problems with writing tests, don't hesitate to ask us for help directly in the PR or
even before that via our mailing list (see above).</p>
<!---
TODO: replace link to java file by link to documentation
--->
<p>3) <strong>Build a similar API as the Java client provides</strong> 🔄 <br>
Whenever possible, please try to develop the API of the Python library the same as the <a href="https://github.com/apache/streampipes/blob/dev/streampipes-client/src/main/java/org/apache/streampipes/client/StreamPipesClient.java">Java client</a> or Java SDK.
By doing so, we would like to provide a consistent developer experience and the basis for automated testing in the future.</p>
<h3 id="dependency-management">📦 Dependency Management<a class="headerlink" href="#dependency-management" title="Permanent link">&para;</a></h3>
<p>In case you want to add a new dependency to StreamPipes you can use the following command:
<div class="language-bash highlight"><pre><span></span><code>poetry<span class="w"> </span>add<span class="w"> </span>&lt;dep-name&gt;
</code></pre></div></p>
<p>If the dependency is only required for development purpose or the documentation,
please stick to one the following:
<div class="language-bash highlight"><pre><span></span><code>poetry<span class="w"> </span>add<span class="w"> </span>&lt;dep-name&gt;<span class="w"> </span>--group<span class="w"> </span>dev
poetry<span class="w"> </span>add<span class="w"> </span>&lt;dep-name&gt;<span class="w"> </span>--group<span class="w"> </span>stubs
poetry<span class="w"> </span>add<span class="w"> </span>&lt;dep-name&gt;<span class="w"> </span>--group<span class="w"> </span>docs
</code></pre></div></p>
<p>In case you want to regenerate the poetry lock file, e.g., in case you manually updated the <code>pyproject.toml</code>,
the following command should be used:
<div class="language-bash highlight"><pre><span></span><code>poetry<span class="w"> </span>lock<span class="w"> </span>--no-update
</code></pre></div></p>
<p>After that, you should install the current version of the poetry lock file to keep your local environment consistent (see command above.)</p>
<h3 id="documentation">📚Documentation<a class="headerlink" href="#documentation" title="Permanent link">&para;</a></h3>
<p>To build our documentation, we use <a href="https://squidfunk.github.io/mkdocs-material/">Materials for MkDocs</a>.
All files can be found within the <code>docs</code> directory.
To pre-view your local version of the documentation, you can use the following command:
<div class="language-bash highlight"><pre><span></span><code>make<span class="w"> </span>livedoc
</code></pre></div></p>
<hr />
<h2 id="roadmap">🚀 Roadmap<a class="headerlink" href="#roadmap" title="Permanent link">&para;</a></h2>
<p>Broadly speaking, we plan to expand or add new aspects/functionality to the library where we are focusing on the following:</p>
<ul>
<li>increase coverage of StreamPipes API 🔗</li>
<li>build a comprehensive function zoo 🐘</li>
<li>support more messaging broker 📬</li>
<li>possibility to build pipeline elements 🔧</li>
</ul>
<p>In case you want to have a more detailed look on what we are currently planning, have a look at our <a href="https://github.com/apache/streampipes/labels/python">open issues</a>(more short-term driven).</p>
<p>Of course, contributions are always highly appreciated 🔮</p>
<p>Stay tuned!</p>
<hr />
<h2 id="contributing">👨‍💻 Contributing<a class="headerlink" href="#contributing" title="Permanent link">&para;</a></h2>
<p><em>Before opening a pull request</em>, review the <a href="https://streampipes.apache.org/community/get-involved/">Get Involved</a> page.
It lists information that is required for contributing to StreamPipes.</p>
<p>When you contribute code, you affirm that the contribution is your original work and that you
license the work to the project under the project's open source license. Whether or not you
state this explicitly, by submitting any copyrighted material via pull request, email, or
other means you agree to license the material under the project's open source license and
warrant that you have the legal authority to do so.</p>
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