Files
OpenBB/platform/extensions/toolkit_extensions.html
github-actions[bot] 349e1f554c deploy: 3d34e56ca7
2024-02-27 19:11:45 +00:00

23 lines
48 KiB
HTML
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

<!doctype html>
<html lang="en" dir="ltr" class="docs-wrapper docs-doc-page docs-version-current plugin-docs plugin-id-default docs-doc-id-platform/extensions/toolkit_extensions" data-has-hydrated="false">
<head>
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v2.4.3">
<title data-rh="true">Toolkits - Extensions | OpenBB Platform Docs</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://docs.openbb.co/img/banner.png"><meta data-rh="true" name="twitter:image" content="https://docs.openbb.co/img/banner.png"><meta data-rh="true" property="og:url" content="https://docs.openbb.co/platform/extensions/toolkit_extensions"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="Toolkits | OpenBB Docs"><meta data-rh="true" name="description" content="This page describes the toolkit extensios available for the OpenBB Platform."><meta data-rh="true" property="og:description" content="This page describes the toolkit extensios available for the OpenBB Platform."><meta data-rh="true" name="keywords" content="OpenBB Platform,Python client,Fast API,getting started,extensions,data providers,data extensions,toolkit extensions,toolkits,endpoints,community,technical analysis,quantitative analysis,charting libraries,Plotly,OpenBBFigure,PyWry"><link data-rh="true" rel="icon" href="/img/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.openbb.co/platform/extensions/toolkit_extensions"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/platform/extensions/toolkit_extensions" hreflang="en"><link data-rh="true" rel="alternate" href="https://docs.openbb.co/platform/extensions/toolkit_extensions" hreflang="x-default"><link data-rh="true" rel="preconnect" href="https://7D1HQ0IXAS-dsn.algolia.net" crossorigin="anonymous"><link rel="search" type="application/opensearchdescription+xml" title="OpenBB Docs" href="/opensearch.xml">
<link rel="stylesheet" href="/katex/katex.min.css"><link rel="stylesheet" href="/assets/css/styles.22849d6d.css">
<link rel="preload" href="/assets/js/runtime~main.c0e31297.js" as="script">
<link rel="preload" href="/assets/js/main.b1ae2b5f.js" as="script">
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"dark")}()</script><div id="__docusaurus">
<div role="region" aria-label="Skip to main content"><a class="skipToContent_fXgn" href="#__docusaurus_skipToContent_fallback">Skip to main content</a></div><nav class="border-b border-grey-600 lg:px-12 header_docs_sdk navbar navbar--fixed-top"><div class="navbar__inner items-center"><div class="navbar__items"><div class="items-center ml-2 flex"><a href="/"><svg viewBox="0 0 271 19" width="271" height="19" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill="#fff" d="M126.316.99V14.33l-1.144-1.11-1.142-1.113-1.144-1.11-1.142-1.114-1.144-1.11-1.145-1.113-1.141-1.11-1.145-1.114-1.142-1.113-1.144-1.11-1.142-1.11-1.144-1.114H110.311v17.788H112.597V4.323l1.144 1.113 1.142 1.113 1.144 1.11 1.142 1.114 1.145 1.11 1.141 1.113 1.145 1.11 1.144 1.114 1.142 1.11 1.144 1.113 1.142 1.113 1.144 1.11 1.142 1.111h1.145V.989h-2.287ZM163.123 7.66h-2.286V.99H147.12v17.79h18.294V7.65h-2.286l-.005.01ZM149.406 6.54V3.213h9.144V7.66h-9.144V6.54Zm13.717 4.447v5.566h-13.717V9.886h13.717v1.102ZM201.057 7.66h-3.427V.99h-13.72v17.79h18.289V7.65l-1.142.01ZM186.196 6.54V3.213h9.148V7.66h-9.148V6.54Zm13.72 4.447v5.566h-13.72V9.886h13.72v1.102ZM89.662.99H73.656v17.787H91.942v-2.22H75.945V12.106H89.656V9.883H75.945V3.213H91.942V.99H89.661ZM16.02.99H.018v17.79h18.291V.99H16.02Zm0 3.336v12.23H2.301V3.213h13.72v1.113ZM52.862.99H36.86v17.79h2.286v-6.673h16.003V.977h-2.287V.99Zm0 3.336v5.565H39.146V3.213h13.716v1.113ZM226.316 10.14h-6.117v8.64h6.141l.992-1v-7l-1.016-.64Zm-.002 1.62v5.94h-5.1v-6.48h5.1v.54ZM240.447 10.14h-7.115v8.64h8.133v-8.64h-1.018Zm0 1.62v5.94h-6.1v-6.48h6.1v.54ZM254.9 10.14H247.465v8.64H255.959V17.7H248.528V11.22H255.959v-1.08H254.9ZM269.404 10.14h-7.444V15h7.448v2.701h-5.853l-1.596.005.001.535v.539h8.505V17.7h-1.061.004H263.555l6.913.066.002-.607-.002-.41-.003-.67.005-1.08h-6.248 6.248l-.002-1.08H263.024v-2.7h7.441v-1.08h-1.061Z"></path></svg></a></div></div><div class="navbar__items navbar__items--right hidden sm:block"><div class="flex items-center"><div class="flex gap-4 mr-12 md:mr-0 ml-4"><button type="button" aria-haspopup="dialog" aria-expanded="false" aria-controls="" data-state="closed" class="bg-grey-900 radix-state-open:text-white hover:border-grey-200 hover:text-grey-200 radix-state-open:border-white border -mt-[0.6px] h-[34px] w-[34px] text-grey-400 border-grey-400 rounded flex items-center justify-center"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" class="w-4 h-4"><path d="M21 12.79A9 9 0 1 1 11.21 3 7 7 0 0 0 21 12.79Z" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></button></div><div class="searchBox_ZlJk"><div class="flex gap-2"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span class="DocSearch-Button-Container"><svg width="20" height="20" class="DocSearch-Search-Icon" viewBox="0 0 20 20"><path d="M14.386 14.386l4.0877 4.0877-4.0877-4.0877c-2.9418 2.9419-7.7115 2.9419-10.6533 0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button><a href="https://my.openbb.co/" class="_btn-dark text-xs hover:text-black"><span class="md:hidden">Hub</span><span class="hidden md:inline">OpenBB Hub</span></a></div></div></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_z2l0 docsWrapper_BCFX"><button aria-label="Scroll back to top" class="clean-btn theme-back-to-top-button backToTopButton_sjWU" type="button"></button><div class="docPage__5DB"><aside class="theme-doc-sidebar-container docSidebarContainer_b6E3"><div class="sidebarViewport_Xe31"><div class="sidebar_njMd"><nav class="menu thin-scrollbar !px-10 text-sm !pb-10 mt-[40px] menu_Y1UP"><ul class="theme-doc-sidebar-menu menu__list"><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--active" aria-expanded="true" href="/platform">OpenBB Platform</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Platform&#x27;" type="button" class="clean-btn menu__caret"></button></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/platform">Introduction</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/platform/installation">Installation</a></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--active" aria-expanded="true" tabindex="0" href="/platform/extensions">Extensions</a><button aria-label="Toggle the collapsible sidebar category &#x27;Extensions&#x27;" type="button" class="clean-btn menu__caret"></button></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link" tabindex="0" href="/platform/extensions/data_extensions">Data Extensions</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-3 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/platform/extensions/toolkit_extensions">Toolkits</a></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/platform/usage">Usage</a><button aria-label="Toggle the collapsible sidebar category &#x27;Usage&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/platform/reference">Reference</a><button aria-label="Toggle the collapsible sidebar category &#x27;Reference&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/platform/data_models">Data Models</a><button aria-label="Toggle the collapsible sidebar category &#x27;Data Models&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/platform/development">Development</a><button aria-label="Toggle the collapsible sidebar category &#x27;Development&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-2 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" tabindex="0" href="/platform/faqs">FAQs</a><button aria-label="Toggle the collapsible sidebar category &#x27;FAQs&#x27;" type="button" class="clean-btn menu__caret"></button></div></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/terminal">OpenBB Terminal</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Terminal&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist" aria-expanded="false" href="/bot">OpenBB Bot</a><button aria-label="Toggle the collapsible sidebar category &#x27;OpenBB Bot&#x27;" type="button" class="clean-btn menu__caret"></button></div></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1"><span class="sidebar-divider"></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-1 menuHtmlItem_PEWV menu__list-item sidebar-title">LEGACY</li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/sdk">OpenBB SDK</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">OpenBB Platform</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/platform/extensions"><span itemprop="name">Extensions</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Toolkits</span><meta itemprop="position" content="3"></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>Toolkits</h1></header><p>OpenBB Toolkit Extensions expand the Platform with functions for manipulating data and preparing it for display. The Core Platform installation does not install any toolkit extensions. The table below is the current list of toolkit extensions.</p><table><thead><tr><th align="left">Extension Name</th><th align="center">Description</th><th align="center">Installation Command</th><th align="center">Core/Community</th><th align="right">Router Path</th></tr></thead><tbody><tr><td align="left">openbb-charting</td><td align="center">Rest API charting service and Plotly library.</td><td align="center">pip install openbb-charting</td><td align="center">Community</td><td align="right">N/A</td></tr><tr><td align="left">openbb-devtools</td><td align="center">Aggregates dependencies that facilitate a nice development experience for OpenBB.</td><td align="center">pip install openbb-devtools</td><td align="center">N/A</td><td align="right"></td></tr><tr><td align="left">openbb-econometrics</td><td align="center">Econometrics models for the Python interface only.</td><td align="center">pip install openbb-econometrics</td><td align="center">Community</td><td align="right">obb.econometrics</td></tr><tr><td align="left">openbb-quantitative</td><td align="center">Functions for performing quantitative analysis.</td><td align="center">pip install openbb-quantitative</td><td align="center">Community</td><td align="right">obb.quantitative</td></tr><tr><td align="left">openbb-technical</td><td align="center">Functions for performing technical analysis.</td><td align="center">pip install openbb-technical</td><td align="center">Community</td><td align="right">obb.technical</td></tr></tbody></table><p>The sections below outline any specific installation considerations for the extension.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="charting">Charting<a href="#charting" class="hash-link" aria-label="Direct link to Charting" title="Direct link to Charting">​</a></h2><p>The OpenBB Charting Extension supplies charting infrastructure and services to the OpenBB Platform. Figure objects are served via REST API or Python Client. It utilizes <a href="https://github.com/OpenBB-finance/pywry" target="_blank" rel="noopener noreferrer">PyWry</a> for handling the display of interactive charts and tables in a separate window, with a Plotly library. The extension framework allows developers to easily insert other Python charting libraries into the router pipeline.</p><p>Functions with charting enabled return figures to a field (<code>chart</code>) in the <code>OBBject</code> response object. They are displayed with the class method, <code>show()</code>.</p><blockquote><p>Additional Python libraries are installed with this extension: <code>aiohttp</code>, <code>nbformat</code>, <code>pandas-ta</code>, <code>plotly</code>, <code>pywry</code>, <code>reportlab</code>, <code>scipy</code>, <code>statsmodels</code>, and <code>svglib</code>.</p></blockquote><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>The <code>openbb-charting</code> is in fact an <a href="/website/content/platform/development/developer-guidelines/obbject_extensions.md"><code>OBBject</code> extension</a> which means you&#x27;ll have the functionality it exposes on every command result.</p></div></div><p>The following packages are dependencies of the <code>openbb-charting</code> extension:</p><ul><li>scipy</li><li>plotly</li><li>statsmodels</li><li>reportlab</li><li>pywry</li><li>svglib</li><li>nbformat</li><li>pandas-ta</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installation">Installation<a href="#installation" class="hash-link" aria-label="Direct link to Installation" title="Direct link to Installation">​</a></h3><p>To install the extension, run the following command in this folder:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#9CDCFE;--prism-background-color:#1E1E1E"><div class="codeBlockContent_m3Ux"><pre tabindex="0" class="prism-code language-bash codeBlock_qGQc thin-scrollbar"><code class="codeBlockLines_p187"><span class="token-line" style="color:#9CDCFE"><span class="token plain">pip </span><span class="token function" style="color:rgb(220, 220, 170)">install</span><span class="token plain"> openbb-charting</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><blockquote><p>Find the latest version on <a href="https://pypi.org/project/openbb-charting/" target="_blank" rel="noopener noreferrer">PyPI</a>.</p></blockquote><p>To install from source in editable mode, navigate into the folder, <code>~/openbb_platform/extensions/charting</code>, and enter:</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>After installation, the Python interface will automatically rebuild on initialization. This process can also be triggered manually with:</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)">import</span><span class="token plain"> openbb</span><br></span><span class="token-line" style="color:#9CDCFE"><span class="token plain">openbb</span><span class="token punctuation" style="color:rgb(212, 212, 212)">.</span><span class="token plain">build</span><span class="token punctuation" style="color:rgb(212, 212, 212)">(</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 Python interpreter may require a restart.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="pywry-dependency-in-linux">PyWry dependency in Linux<a href="#pywry-dependency-in-linux" class="hash-link" aria-label="Direct link to PyWry dependency in Linux" title="Direct link to PyWry dependency in Linux">​</a></h3><p>When using Linux distributions, the PyWry dependency requires certain dependencies to be installed first.</p><ul><li><p>Debian-based / Ubuntu / Mint:
<code>sudo apt install libwebkit2gtk-4.0-dev</code></p></li><li><p>Arch Linux / Manjaro:
<code>sudo pacman -S webkit2gtk</code></p></li><li><p>Fedora:
<code>sudo dnf install gtk3-devel webkit2gtk3-devel</code></p></li></ul><p>If Rust (Cargo) is required, install it:</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">curl --proto &#x27;=https&#x27; --tlsv1.3 https://sh.rustup.rs -sSf | sh</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><h2 class="anchor anchorWithStickyNavbar_LWe7" id="devtools">Devtools<a href="#devtools" class="hash-link" aria-label="Direct link to Devtools" title="Direct link to Devtools">​</a></h2><p>This extension aggregates the dependencies that facilitate a nice development experience
for OpenBB. It does not contain any code itself, but rather pulls in the following dependencies:</p><ul><li>bandit</li><li>black</li><li>ipykernel</li><li>mypy</li><li>poetry</li><li>pre-commit</li><li>pydocstyle</li><li>pylint</li><li>pytest</li><li>pytest-cov</li><li>ruff</li><li>tox</li><li>types-python-dateutil</li><li>types-toml</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installation-1">Installation<a href="#installation-1" class="hash-link" aria-label="Direct link to Installation" title="Direct link to Installation">​</a></h3><p>The extension is included in the <code>dev_install.py</code> script.</p><p>Standalone installation:</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 openbb-devtools</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><h2 class="anchor anchorWithStickyNavbar_LWe7" id="econometrics">Econometrics<a href="#econometrics" class="hash-link" aria-label="Direct link to Econometrics" title="Direct link to Econometrics">​</a></h2><p>The <code>openbb-econometrics</code> extension installs a new router path (<code>obb.econometrics</code>) and additional Python libraries:</p><ul><li>scipy</li><li>statsmodels</li><li>arch</li><li>linearmodels</li></ul><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Statsmodels requires a C compiler be present on the system. Follow the instructions <a href="https://cython.readthedocs.io/en/latest/src/quickstart/install.html" target="_blank" rel="noopener noreferrer">here</a> for system-specific methods.</p><p>This extension is not accessible via REST API because <code>statsmodels</code> is not serializable.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installation-2">Installation<a href="#installation-2" class="hash-link" aria-label="Direct link to Installation" title="Direct link to Installation">​</a></h3><p>Install from PyPI with:</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 openbb-econometrics</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>To install from source in editable mode, navigate into the folder, <code>~/openbb_platform/extensions/econometrics</code>, and enter:</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>After installation, the Python interface will automatically rebuild on initialization.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="quantitative">Quantitative<a href="#quantitative" class="hash-link" aria-label="Direct link to Quantitative" title="Direct link to Quantitative">​</a></h2><p>The <code>openbb-quantitative</code> extension installs a new router path (<code>obb.quantitative</code>) and a few additional Python libraries:</p><ul><li>pandas-ta</li><li>scipy</li><li>statsmodels</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installation-3">Installation<a href="#installation-3" class="hash-link" aria-label="Direct link to Installation" title="Direct link to Installation">​</a></h3><p>Install from PyPI with:</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 openbb-quantitative</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>To install from source in editable mode, navigate into the folder, <code>~/openbb_platform/extensions/quantitative</code>, and enter:</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>After installation, the Python interface will automatically rebuild on initialization.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="technical">Technical<a href="#technical" class="hash-link" aria-label="Direct link to Technical" title="Direct link to Technical">​</a></h2><p>The <code>openbb-technical</code> extension is for performing technical analysis on time series data. It installs a new router path (<code>obb.technical</code>) and some additional Python libraries:</p><ul><li>pandas-ta</li><li>scikit-learn</li><li>scipy</li><li>statsmodels</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="installation-4">Installation<a href="#installation-4" class="hash-link" aria-label="Direct link to Installation" title="Direct link to Installation">​</a></h3><p>Install from PyPI with:</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 openbb-technical</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>To install from source in editable mode, navigate into the folder, <code>~/openbb_platform/extensions/technical</code>, and enter:</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>After installation, the Python interface will automatically rebuild on initialization.</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/extensions/toolkit_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="2024-02-27T18:46:50.000Z">Feb 27, 2024</time></b> by <b>James Maslek</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/platform/extensions/data_extensions"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Data Extensions</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/platform/usage"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Overview</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_jeP5 thin-scrollbar text-sm mt-[48px] xl:max-w-[216px] theme-doc-toc-desktop"><p class="uppercase text-sm font-bold text-grey-600 dark:text-grey-200 tracking-widest mb-2">On this page</p><ul class="border-l border-grey-300 dark:border-grey-600 list-none pl-4"><li class="pb-1"><a href="#charting" class="text-grey-400 capitalize !no-underline">Charting</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#installation" class="text-grey-400 capitalize !no-underline">Installation</a></li><li class="py-1 pl-3"><a href="#pywry-dependency-in-linux" class="text-grey-400 capitalize !no-underline">PyWry dependency in Linux</a></li></ul></li><li class="py-1"><a href="#devtools" class="text-grey-400 capitalize !no-underline">Devtools</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#installation-1" class="text-grey-400 capitalize !no-underline">Installation</a></li></ul></li><li class="py-1"><a href="#econometrics" class="text-grey-400 capitalize !no-underline">Econometrics</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#installation-2" class="text-grey-400 capitalize !no-underline">Installation</a></li></ul></li><li class="py-1"><a href="#quantitative" class="text-grey-400 capitalize !no-underline">Quantitative</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#installation-3" class="text-grey-400 capitalize !no-underline">Installation</a></li></ul></li><li class="py-1"><a href="#technical" class="text-grey-400 capitalize !no-underline">Technical</a><ul class="list-none ml-1 border-l border-grey-300 dark:border-grey-600 mt-2"><li class="pb-1 pl-3"><a href="#installation-4" class="text-grey-400 capitalize !no-underline">Installation</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="px-4 border-t dark:border-grey-600/50 lg:px-12 py-14 bg-white dark:bg-grey-850 z-10 overflow-hidden flex flex-col gap-10 items-center justify-center"><div class="flex w-full justify-between md:flex-row"><div class="md:items-start mt-2"><a aria-label="Home" class="hover:text-grey-700 dark:text-white dark:hover:text-gray-50" href="/"><svg viewBox="0 0 170 17" width="170" height="17" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-[14px] w-[140px]"><path d="M106.107 1.889v11.334l-.961-.946-.959-.945-.962-.943-.959-.946-.961-.943-.962-.945-.959-.944-.961-.945-.96-.943-.961-.946-.96-.943-.96-.945H92.66V17H94.582V4.723l.96.943.96.945.961.944.96.945.961.943.959.946.962.943.961.945.959.946.962.943.959.945.961.944.96.945h.961V1.889H106.107ZM137.03 7.557h-1.921V1.889h-11.524V17h15.37V7.546h-1.92l-.005.01Zm-11.524-.946V3.773h7.683v3.78h-7.683V6.61Zm11.524 3.778v4.727h-11.524v-5.67h11.524v.943ZM168.901 7.557h-2.88V1.889h-11.526V0h-1.921v1.889h1.921V17h15.365V7.546l-.959.01Zm-12.485-.946V3.773h7.684v3.78h-7.684V6.61Zm11.526 3.778v4.727h-11.526v-5.67h11.526v.943ZM75.314 1.889H61.867V17H77.23V15.111H63.787V11.332h11.521V9.443H63.788V3.777H77.23V1.89h-1.916ZM13.444 1.889H0V17h15.367V1.889h-1.922Zm0 2.834V15.11H1.918V3.773h11.527v.95ZM44.397 1.889H30.952V17h1.92v-5.666h13.445V1.88h-1.92v.009Zm0 2.834V9.45H32.873V3.773h11.524v.95Z" fill="currentColor"></path></svg></a></div><div class="justify-end"><a class="flex h-[32px] w-[172px] rounded-md border border-grey-300 hover:bg-grey-100 dark:border-white bg-grey-100 dark:bg-white text-xs hover:no-underline" href="https://github.com/OpenBB-finance/OpenBBTerminal" target="_blank" rel="noreferrer"><span class="inline-flex w-[60%] items-center gap-x-[6px] px-3 py-2 text-grey-800"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" style="margin-bottom:3px" class="h-[14.67px] w-[14.67px]"><path d="m12 1 3.263 7.439L23 9.403l-5.72 5.562L18.798 23 12 18.999 5.202 23l1.518-8.035L1 9.403l7.737-.964L12 1Z" stroke="currentColor" stroke-width="1.5" stroke-linejoin="round"></path></svg>Star us</span><span class="inline-flex w-[40%] items-center justify-center rounded-r-md bg-grey-850 text-grey-200">0</span></a></div></div><div class="flex w-full flex-col items-center justify-between gap-4 md:flex-row md:gap-0"><div class="flex flex-col items-start justify-end gap-4 self-start font-light text-grey-500 md:flex-row md:items-center"><p class="text-sm">© 2024 OpenBB</p><div class="_divider-x hidden h-[20px] border-[0.5px] md:block"></div><a href="https://openbb.co/legal/privacy-policy" target="_blank" rel="noopener noreferrer" class="text-sm dark:hover:text-white">Privacy Policy</a><div class="_divider-x hidden h-[20px] border-[0.5px] md:block"></div><a href="https://openbb.co/legal/terms-of-service" target="_blank" rel="noopener noreferrer" class="text-sm dark:hover:text-white">Terms</a></div><div class="mt-4 mb-10 grid grid-cols-4 gap-4 self-start md:my-0 md:grid-cols-7 md:self-end"><a aria-label="GitHub Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://github.com/OpenBB-finance/OpenBBTerminal"><svg width="15" height="16" viewBox="0 0 15 16" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M6 12.76c-3.333 1-3.333-1.667-4.667-2l4.667 2Zm4.667 2v-2.58a2.246 2.246 0 0 0-.627-1.74c2.094-.233 4.294-1.027 4.294-4.667 0-.93-.359-1.825-1-2.5a3.38 3.38 0 0 0-.06-2.513s-.787-.233-2.607.987a8.92 8.92 0 0 0-4.667 0C4.18.527 3.393.76 3.393.76a3.38 3.38 0 0 0-.06 2.513 3.627 3.627 0 0 0-1 2.52c0 3.614 2.2 4.407 4.294 4.667A2.248 2.248 0 0 0 6 12.18v2.58" fill="currentColor"></path><path d="M10.667 14.76v-2.58a2.246 2.246 0 0 0-.627-1.74c2.094-.233 4.294-1.027 4.294-4.667 0-.93-.359-1.825-1-2.5a3.38 3.38 0 0 0-.06-2.513s-.787-.233-2.607.987a8.92 8.92 0 0 0-4.667 0C4.18.527 3.393.76 3.393.76a3.38 3.38 0 0 0-.06 2.513 3.627 3.627 0 0 0-1 2.52c0 3.614 2.2 4.407 4.294 4.667A2.248 2.248 0 0 0 6 12.18v2.58m0-2c-3.333 1-3.333-1.667-4.667-2l4.667 2Z" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round"></path></svg></a><a aria-label="LinkedIn Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://www.linkedin.com/company/openbb-finance/"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M13 21H9V9h4v2a4.618 4.618 0 0 1 3.525-1.763A4.5 4.5 0 0 1 21 13.75V21h-4v-6.75a2.265 2.265 0 0 0-2.247-1.944A1.815 1.815 0 0 0 13 14.25V21Zm-6 0H3V9h4v12ZM5 7a2 2 0 1 1 0-4 2 2 0 0 1 0 4Z" fill="currentColor"></path></svg></a><a aria-label="Twitter Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://twitter.com/openbb_finance"><svg viewBox="0 0 24 24" width="10" height="10" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z" fill="#E7E9EA"></path></svg></a><a aria-label="Tiktok Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://www.tiktok.com/@openbb"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24" height="24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round" class="h-5 w-5 pl-[2.5px]"><path d="M0 0h24v24H0z" stroke="none"></path><path d="M9 12a4 4 0 1 0 4 4V4a5 5 0 0 0 5 5"></path></svg></a><a aria-label="Reddit Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://www.reddit.com/r/openbb/"><svg viewBox="0 0 16 16" width="16" height="16" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M8 14.667A6.667 6.667 0 1 1 14.667 8 6.674 6.674 0 0 1 8 14.667ZM4.538 7.029a.973.973 0 0 0-.405 1.858 1.707 1.707 0 0 0 0 .292c0 1.494 1.743 2.708 3.886 2.708 2.142 0 3.886-1.214 3.886-2.708a1.857 1.857 0 0 0 0-.292.96.96 0 0 0-.432-1.825h-.035a.97.97 0 0 0-.638.271 4.744 4.744 0 0 0-2.567-.82l.434-2.08 1.425.3a.667.667 0 0 0 .735.591A.667.667 0 1 0 10.685 4a.667.667 0 0 0-.506.328L8.547 4a.207.207 0 0 0-.244.158l-.499 2.315a4.749 4.749 0 0 0-2.6.82.967.967 0 0 0-.666-.264Zm3.582 3.987h-.225a2.568 2.568 0 0 1-1.534-.515.18.18 0 0 1 .139-.294.18.18 0 0 1 .114.04c.374.274.825.421 1.289.42h.216c.457 0 .903-.143 1.274-.41a.187.187 0 0 1 .267 0 .19.19 0 0 1-.003.267v-.027a2.557 2.557 0 0 1-1.537.518v.001Zm1.418-1.63h-.01l.005-.025a.626.626 0 1 1 .49-.188.659.659 0 0 1-.462.214h-.024.001Zm-3.091-.053a.667.667 0 1 1 0-1.333.667.667 0 0 1 0 1.333Z" fill="currentColor"></path></svg></a><a aria-label="Discord Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer" href="https://discord.gg/xPHTuHCmuV"><svg viewBox="0 0 16 12" width="16" height="12" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M13.38 8.836a4.375 4.375 0 0 1-2.474 1.507c.407.481.897 1.025.901 1.03 1.655.033 3.221-.688 4.193-1.929-.05-2.572-.724-5.1-1.973-7.397A7.139 7.139 0 0 0 10.194.71h-.016l-.192.203a9.52 9.52 0 0 1 3.412 1.61 11.875 11.875 0 0 0-4.125-1.217 12.415 12.415 0 0 0-2.766.025c-.065.001-.13.008-.193.019h-.04a10.98 10.98 0 0 0-3.11.801c-.493.21-.796.362-.809.368-.013.005 0 0 0-.01A10.022 10.022 0 0 1 5.96.866L5.815.714h-.009a7.142 7.142 0 0 0-3.833 1.335A16.003 16.003 0 0 0 0 9.447c.96 1.249 2.528 1.972 4.182 1.929 0 0 .517-.583.92-1.054a4.307 4.307 0 0 1-2.405-1.496c.01.006.153.096.384.213a.17.17 0 0 0 .056.04.409.409 0 0 0 .058.031 8.043 8.043 0 0 0 1.064.462c.653.24 1.33.423 2.019.548.604.106 1.217.16 1.832.16.576 0 1.15-.049 1.717-.146a9.64 9.64 0 0 0 1.986-.546 8.203 8.203 0 0 0 1.566-.752Zm-2.94-.57c-.627.05-1.224-.26-1.502-.784a1.335 1.335 0 0 1 .244-1.581 1.612 1.612 0 0 1 1.68-.363c.586.212.973.735.973 1.319.032.745-.592 1.374-1.396 1.41h.001Zm-5.001 0c-.79-.064-1.395-.676-1.395-1.41 0-.733.606-1.345 1.395-1.408.363 0 .71.138.963.38.286.276.442.645.433 1.027.033.747-.59 1.378-1.396 1.411Z" fill="currentColor"></path></svg></a><a aria-label="Youtube Link" class="h-8 w-8 dark:hover:!text-white hover:text-grey-700" target="_blank" rel="noreferrer noopener" href="https://www.youtube.com/channel/UCaeFEx-W16IuxRsHlM1ywBQ"><svg viewBox="0 0 24 24" width="24" height="24" fill="none" xmlns="http://www.w3.org/2000/svg" class="h-4 w-4"><path d="M22.54 6.42a2.78 2.78 0 0 0-1.94-2C18.88 4 12 4 12 4s-6.88 0-8.6.46a2.78 2.78 0 0 0-1.94 2A29 29 0 0 0 1 11.75a29 29 0 0 0 .46 5.33A2.78 2.78 0 0 0 3.4 19c1.72.46 8.6.46 8.6.46s6.88 0 8.6-.46a2.78 2.78 0 0 0 1.94-2c.313-1.732.467-3.49.46-5.25a29.005 29.005 0 0 0-.46-5.33v0Z" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path><path d="m9.75 15.017 5.75-3.27-5.75-3.27v6.54Z" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"></path></svg></a></div></div></footer></div>
<script src="/assets/js/runtime~main.c0e31297.js"></script>
<script src="/assets/js/main.b1ae2b5f.js"></script>
</body>
</html>