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Guidelines</span><meta itemprop="position" content="3"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Building Extensions for OpenBB Platform</span><meta itemprop="position" content="4"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_bxCs"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Building Extensions for OpenBB Platform</h1></header><p>In order to speed up the process of building an extension, we have provided a <strong>Cookiecutter</strong> template. It serves as a jumpstart for your extension development, so you can focus on the data and not on the boilerplate.</p><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_S0QG"><p>Take into consideration that building an extension requires a good understanding of the OpenBB Platform and that it is limited to a small set of use cases.
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Before starting, please read the <a href="/platform/development/developer-guidelines/add_data_point">Integrating Data Sources and Points</a> guide to make sure you really need a new extension.</p><p>Extension use cases might include:</p><ul><li>Adding a new data provider</li><li>Adding a new toolkit</li><li>Adding a new charting library</li><li>Adding a new asset class</li></ul></div></div><p>Please refer to the <a href="https://github.com/OpenBB-finance/openbb-cookiecutter" target="_blank" rel="noopener noreferrer">Cookiecutter template</a> and follow the instructions there.</p><p>This document will walk you through the steps of adding a new extension to the OpenBB Platform.</p><p>The high level steps are:</p><ul><li>Generate the extension structure</li><li>Install your dependencies</li><li>Install your new package</li><li>Use your extension (either from Python or the API interface)</li><li>QA your extension</li><li>Share your extension with the community</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="best-practices">Best Practices<a href="#best-practices" class="hash-link" aria-label="Direct link to Best Practices" title="Direct link to Best Practices"></a></h2><ol><li><strong>Review Platform Dependencies</strong>: Before adding any dependency, ensure it aligns with the Platform's existing dependencies.</li><li><strong>Use Loose Versioning</strong>: If possible, specify a range to maintain compatibility. E.g., <code>>=1.4,<1.5</code>.</li><li><strong>Testing</strong>: Test your extension with the Platform's core to avoid conflicts. Both unit and integration tests are recommended.</li><li><strong>Document Dependencies</strong>: Use <code>pyproject.toml</code> and <code>poetry.lock</code> for clear, up-to-date records.</li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="walkthrough">Walkthrough<a href="#walkthrough" class="hash-link" aria-label="Direct link to Walkthrough" title="Direct link to Walkthrough"></a></h2><p>If you do not wish to use the cookiecutter template, this section will walk through the steps of creating a new provider extension.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="generate-the-extension-structure">Generate the extension structure<a href="#generate-the-extension-structure" class="hash-link" aria-label="Direct link to Generate the extension structure" title="Direct link to Generate the extension structure"></a></h3><p>We first create a new directory for our provider. This should be located under the <code>openbb_platform/providers</code> directory. If I am adding <code>cooldatasource</code>, I would create the following directory structure:</p><div class="language-md codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-md codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">cooldatasource/</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">├── openbb_cooldatasource/</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">│ ├── models/</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">│ │ └── cooldatamodel.py</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">│ ├── utils/</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">│ │ └── helper_functions.py</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">│ └── </span><span class="token bold punctuation" style="color:rgb(212, 212, 212)">__</span><span class="token bold content">init</span><span class="token bold punctuation" style="color:rgb(212, 212, 212)">__</span><span class="token plain">.py</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">├── pyproject.toml</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">└── README.md</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In this structure, the <code>cooldatamodel.py</code> and <code>helper_functions.py</code> are the folders handling the logic for obtaining data, as described in the next sections.
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The <code>__init__.py</code> defines the provider, using the following code:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-python codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token keyword" style="color:rgb(86, 156, 214)">from</span><span class="token plain"> openbb_core</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">provider</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">abstract</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">provider </span><span class="token keyword" style="color:rgb(86, 156, 214)">import</span><span class="token plain"> Provider</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">cooldatasource_provider </span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token plain"> Provider</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> name</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">"cooldatasource"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> website</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">""</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> description</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token string" style="color:rgb(206, 145, 120)">""</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> credentials</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token punctuation" style="color:rgb(212, 212, 212)">[</span><span class="token string" style="color:rgb(206, 145, 120)">"api_key"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">]</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> fetcher_dict</span><span class="token operator" style="color:rgb(212, 212, 212)">=</span><span class="token punctuation" style="color:rgb(212, 212, 212)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token string" style="color:rgb(206, 145, 120)">"MyModel"</span><span class="token punctuation" style="color:rgb(212, 212, 212)">:</span><span class="token plain"> MyFetcher</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"> </span><span class="token punctuation" style="color:rgb(212, 212, 212)">}</span><span class="token punctuation" style="color:rgb(212, 212, 212)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain"></span><span class="token punctuation" style="color:rgb(212, 212, 212)">)</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The pyproject.toml defines the package itself</p><div class="language-[tool.poetry] codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-[tool.poetry] codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">name = "openbb-cooldatasource"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">version = "latest version"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">description = "Cool OpenBB Extension"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">authors = ["You"]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">readme = "README.md"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">packages = [{ include = "openbb_cooldatasource" }]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">[tool.poetry.dependencies]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">python = "^3.9"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb-core = "latest openbb core version"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">[build-system]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">requires = ["poetry-core"]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">build-backend = "poetry.core.masonry.api"</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">[tool.poetry.plugins."openbb_provider_extension"]</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">cooldatasource = "openbb_cooldatasource:cooldatasource_provider"</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Where the last line (poetry.plugins) maps to the provider defined in the <code>__init__.py</code> file.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="install-your-dependencies-and-package">Install your dependencies and package<a href="#install-your-dependencies-and-package" class="hash-link" aria-label="Direct link to Install your dependencies and package" title="Direct link to Install your dependencies and package"></a></h3><p>The next step is to install the dependencies. We use poetry for dependency management, so from our new directory, we generate the lock file using:</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">poetry lock</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In order to use the extension we will install it using pip. For development mode, we run the following from our directory</p><div class="language-console codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-console codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">pip install -e .</span><br></span></code></pre><div class="buttonGroup_6DOT"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>This will install the extension in editable mode, so any changes we make will be reflected in the installed package.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="use-your-provider-extension">Use your provider extension<a href="#use-your-provider-extension" class="hash-link" aria-label="Direct link to Use your provider extension" title="Direct link to Use your provider extension"></a></h3><p>Once this is installed, you can use it directly in the openbb package. If you wish to add this to the repo, please follow the instructions in the contributing section, which enforces QA guidelines for adding tests and ensuring the package is implemented properly.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/OpenBB-finance/OpenBBTerminal/edit/main/website/content/platform/development/developer-guidelines/build_openbb_extensions.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-03-16T21:47:04.000Z">Mar 16, 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