Contributing Guide

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class="md-nav__link"> <span class="md-ellipsis"> Home </span> </a> </li> <li class="md-nav__item"> <a href="../install/" class="md-nav__link"> <span class="md-ellipsis"> Installation </span> </a> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" > <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0"> <span class="md-ellipsis"> Tutorials </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_3"> <span class="md-nav__icon md-icon"></span> Tutorials </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../tutorial/overview/" class="md-nav__link"> <span class="md-ellipsis"> Overview </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/image_classification/" class="md-nav__link"> <span class="md-ellipsis"> Image Classification </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/image_regression/" class="md-nav__link"> <span class="md-ellipsis"> Image Regression </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/text_classification/" class="md-nav__link"> <span class="md-ellipsis"> Text Classification </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/text_regression/" class="md-nav__link"> <span class="md-ellipsis"> Text Regression </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/multi/" class="md-nav__link"> <span class="md-ellipsis"> Multi-Modal and Multi-Task </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/customized/" class="md-nav__link"> <span class="md-ellipsis"> Customized Model </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/export/" class="md-nav__link"> <span class="md-ellipsis"> Export Model </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/load/" class="md-nav__link"> <span class="md-ellipsis"> Load Data from Disk </span> </a> </li> <li class="md-nav__item"> <a href="../tutorial/faq/" class="md-nav__link"> <span class="md-ellipsis"> FAQ </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" > <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0"> <span class="md-ellipsis"> Extensions </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_4"> <span class="md-nav__icon md-icon"></span> Extensions </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../extensions/tf_cloud/" class="md-nav__link"> <span class="md-ellipsis"> TensorFlow Cloud </span> </a> </li> <li class="md-nav__item"> <a href="../extensions/trains/" class="md-nav__link"> <span class="md-ellipsis"> TRAINS </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="../docker/" class="md-nav__link"> <span class="md-ellipsis"> Docker </span> </a> </li> <li class="md-nav__item md-nav__item--active"> <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc"> <label class="md-nav__link md-nav__link--active" for="__toc"> <span class="md-ellipsis"> Contributing Guide </span> <span class="md-nav__icon md-icon"></span> </label> <a href="./" class="md-nav__link md-nav__link--active"> <span class="md-ellipsis"> Contributing Guide </span> </a> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class="md-nav__title" for="__toc"> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> <li class="md-nav__item"> <a href="#pull-request-guide" class="md-nav__link"> <span class="md-ellipsis"> Pull Request Guide </span> </a> </li> <li class="md-nav__item"> <a href="#setup-environment" class="md-nav__link"> <span class="md-ellipsis"> Setup Environment </span> </a> <nav class="md-nav" aria-label="Setup Environment"> <ul class="md-nav__list"> <li class="md-nav__item"> <a href="#option-1-github-codespaces" class="md-nav__link"> <span class="md-ellipsis"> Option 1: GitHub Codespaces </span> </a> </li> <li class="md-nav__item"> <a href="#option-2-vs-code-dev-containers" class="md-nav__link"> <span class="md-ellipsis"> Option 2: VS Code & Dev Containers </span> </a> </li> <li class="md-nav__item"> <a href="#option-3-the-general-setup" class="md-nav__link"> <span class="md-ellipsis"> Option 3: The General Setup </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="#run-tests" class="md-nav__link"> <span class="md-ellipsis"> Run Tests </span> </a> <nav class="md-nav" aria-label="Run Tests"> <ul class="md-nav__list"> <li class="md-nav__item"> <a href="#github-codespaces-or-vs-code-dev-containers" class="md-nav__link"> <span class="md-ellipsis"> GitHub Codespaces or VS Code & Dev Containers </span> </a> </li> <li class="md-nav__item"> <a href="#general-setup" class="md-nav__link"> <span class="md-ellipsis"> General Setup </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="#code-style" class="md-nav__link"> <span class="md-ellipsis"> Code Style </span> </a> </li> <li class="md-nav__item"> <a href="#docstrings" class="md-nav__link"> <span class="md-ellipsis"> Docstrings </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" > <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0"> <span class="md-ellipsis"> Documentation </span> <span class="md-nav__icon md-icon"></span> </label> <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false"> <label class="md-nav__title" for="__nav_7"> <span class="md-nav__icon md-icon"></span> Documentation </label> <ul class="md-nav__list" data-md-scrollfix> <li class="md-nav__item"> <a href="../image_classifier/" class="md-nav__link"> <span class="md-ellipsis"> ImageClassifier </span> </a> </li> <li class="md-nav__item"> <a href="../image_regressor/" class="md-nav__link"> <span class="md-ellipsis"> ImageRegressor </span> </a> </li> <li class="md-nav__item"> <a href="../text_classifier/" class="md-nav__link"> <span class="md-ellipsis"> TextClassifier </span> </a> </li> <li class="md-nav__item"> <a href="../text_regressor/" class="md-nav__link"> <span class="md-ellipsis"> TextRegressor </span> </a> </li> <li class="md-nav__item"> <a href="../auto_model/" class="md-nav__link"> <span class="md-ellipsis"> AutoModel </span> </a> </li> <li class="md-nav__item"> <a href="../base/" class="md-nav__link"> <span class="md-ellipsis"> Base Class </span> </a> </li> <li class="md-nav__item"> <a href="../node/" class="md-nav__link"> <span class="md-ellipsis"> Node </span> </a> </li> <li class="md-nav__item"> <a href="../block/" class="md-nav__link"> <span class="md-ellipsis"> Block </span> </a> </li> <li class="md-nav__item"> <a href="../utils/" class="md-nav__link"> <span class="md-ellipsis"> Utils </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="../benchmarks/" class="md-nav__link"> <span class="md-ellipsis"> Benchmarks </span> </a> </li> <li class="md-nav__item"> <a href="../about/" class="md-nav__link"> <span class="md-ellipsis"> About </span> </a> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" > <div class="md-sidebar__scrollwrap"> <div class="md-sidebar__inner"> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class="md-nav__title" for="__toc"> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix> <li class="md-nav__item"> <a href="#pull-request-guide" class="md-nav__link"> <span class="md-ellipsis"> Pull Request Guide </span> </a> </li> <li class="md-nav__item"> <a href="#setup-environment" class="md-nav__link"> <span class="md-ellipsis"> Setup Environment </span> </a> <nav class="md-nav" aria-label="Setup Environment"> <ul class="md-nav__list"> <li class="md-nav__item"> <a href="#option-1-github-codespaces" class="md-nav__link"> <span class="md-ellipsis"> Option 1: GitHub Codespaces </span> </a> </li> <li class="md-nav__item"> <a href="#option-2-vs-code-dev-containers" class="md-nav__link"> <span class="md-ellipsis"> Option 2: VS Code & Dev Containers </span> </a> </li> <li class="md-nav__item"> <a href="#option-3-the-general-setup" class="md-nav__link"> <span class="md-ellipsis"> Option 3: The General Setup </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="#run-tests" class="md-nav__link"> <span class="md-ellipsis"> Run Tests </span> </a> <nav class="md-nav" aria-label="Run Tests"> <ul class="md-nav__list"> <li class="md-nav__item"> <a href="#github-codespaces-or-vs-code-dev-containers" class="md-nav__link"> <span class="md-ellipsis"> GitHub Codespaces or VS Code & Dev Containers </span> </a> </li> <li class="md-nav__item"> <a href="#general-setup" class="md-nav__link"> <span class="md-ellipsis"> General Setup </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item"> <a href="#code-style" class="md-nav__link"> <span class="md-ellipsis"> Code Style </span> </a> </li> <li class="md-nav__item"> <a href="#docstrings" class="md-nav__link"> <span class="md-ellipsis"> Docstrings </span> </a> </li> </ul> </nav> </div> </div> </div> <div class="md-content" data-md-component="content"> <article class="md-content__inner md-typeset"> <h1 id="contributing-guide">Contributing Guide</h1> <p>Contributions are welcome, and greatly appreciated! This page is only a guide of the best practices of contributing code to AutoKeras. The best way to contribute is to join our community by reading <a href="https://autokeras.com/#contributing-code">this</a>. We will get you started right away.</p> <p>Follow the tag of <a href="https://github.com/keras-team/autokeras/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22">good first issue</a> for the issues for beginner.</p> <h2 id="pull-request-guide">Pull Request Guide</h2> <ol> <li> <p>Is this the first pull request that you're making with GitHub? If so, read the guide <a href="https://github.com/gabrieldemarmiesse/getting_started_open_source">Making a pull request to an open-source project</a>.</p> </li> <li> <p>Include "resolves #issue_number" in the description of the pull request if applicable. Briefly describe your contribution.</p> </li> <li> <p>Submit the pull request from the first day of your development and create it as a <a href="https://github.blog/2019-02-14-introducing-draft-pull-requests/">draft pull request</a>. Click <code>ready for review</code> when finished and passed the all the checks.</p> </li> <li> <p>For the case of bug fixes, add new test cases which would fail before your bug fix.</p> </li> </ol> <h2 id="setup-environment">Setup Environment</h2> <p>We introduce 3 different options: <strong>GitHub Codespaces</strong>, <strong>VS Code & Dev Containers</strong>, <strong>the general setup</strong>. You can choose base on your preference.</p> <h3 id="option-1-github-codespaces">Option 1: GitHub Codespaces</h3> <p>You can simply open the repository in GitHub Codespaces. The environment is already setup there.</p> <h3 id="option-2-vs-code-dev-containers">Option 2: VS Code & Dev Containers</h3> <p>Open VS Code. Install the <code>Dev Containers</code> extension. Press <code>F1</code> key. Enter <code>Dev Containers: Open Folder in Container...</code> to open the repository root folder. The environment is already setup there.</p> <h3 id="option-3-the-general-setup">Option 3: The General Setup</h3> <p>Install <a href="https://virtualenvwrapper.readthedocs.io/en/latest/">Virtualenvwrapper</a>. Create a new virtualenv named <code>ak</code> based on python3. <div class="highlight"><pre><span></span><code>mkvirtualenv -p python3 ak </code></pre></div> Please use this virtualenv for development.</p> <p>Clone the repo. Go to the repo directory. Run the following commands. <div class="highlight"><pre><span></span><code>workon ak pip install -e ".[tests]" pip uninstall autokeras add2virtualenv . </code></pre></div></p> <h2 id="run-tests">Run Tests</h2> <h3 id="github-codespaces-or-vs-code-dev-containers">GitHub Codespaces or VS Code & Dev Containers</h3> <p>If you are using "GitHub Codespaces" or "VS Code & Dev Containers", you can simply open any <code>*_test.py</code> file under the <code>tests</code> directory, and wait a few seconds, you will see the test tab on the left of the window.</p> <h3 id="general-setup">General Setup</h3> <p>If you are using the general setup.</p> <p>Activate the virtualenv. Go to the repo directory Run the following lines to run the tests.</p> <p>Run all the tests. <div class="highlight"><pre><span></span><code>pytest tests </code></pre></div></p> <p>Run all the unit tests. <div class="highlight"><pre><span></span><code>pytest tests/autokeras </code></pre></div></p> <p>Run all the integration tests. <div class="highlight"><pre><span></span><code>pytest tests/integration_tests </code></pre></div></p> <h2 id="code-style">Code Style</h2> <p>You can run the following manually every time you want to format your code. 1. Run <code>shell/format.sh</code> to format your code. 2. Run <code>shell/lint.sh</code> to check.</p> <h2 id="docstrings">Docstrings</h2> <p>Docstrings should follow our style. Just check the style of other docstrings in AutoKeras.</p> </article> </div> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> </main> <footer class="md-footer"> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class="md-copyright"> Made with <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener"> Material for MkDocs </a> </div> </div> </div> </footer> </div> <div class="md-dialog" data-md-component="dialog"> <div class="md-dialog__inner md-typeset"></div> </div> <script id="__config" type="application/json">{"base": "..", "features": [], "search": "../assets/javascripts/workers/search.b8dbb3d2.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}}</script> <script src="../assets/javascripts/bundle.bd41221c.min.js"></script> <script src="https://unpkg.com/mermaid@8.4.4/dist/mermaid.min.js"></script> </body> </html>

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Contributing Guide - AutoKeras