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Migration Guides · bokeh/bokeh Wiki · GitHub
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3.349.948.1-.747.402-1.25.733-1.538-2.559-.287-5.232-1.279-5.232-5.678 0-1.25.445-2.285 1.178-3.09-.115-.288-.517-1.467.115-3.048 0 0 .963-.302 3.163 1.179.92-.259 1.897-.388 2.875-.388.977 0 1.955.13 2.875.388 2.2-1.495 3.162-1.179 3.162-1.179.633 1.581.23 2.76.115 3.048.733.805 1.179 1.825 1.179 3.09 0 4.413-2.688 5.39-5.247 5.678.417.36.776 1.05.776 2.128 0 1.538-.014 2.774-.014 3.162 0 .302.216.662.79.547C20.709 21.637 24 17.324 24 12.25 24 5.896 18.854.75 12.5.75Z"></path> </svg> </a> <div class="flex-1 flex-order-2 text-right"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2Fbokeh%2Fbokeh%2Fwiki%2FMigration-Guides" class="HeaderMenu-link HeaderMenu-button d-inline-flex d-lg-none flex-order-1 f5 no-underline border color-border-default rounded-2 px-2 py-1 color-fg-inherit js-prevent-focus-on-mobile-nav" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header 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13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"security","context":"product","tag":"link","label":"security_link_product_navbar"}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 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flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a 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id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="Q47S83yoaihPe/yaI+cc/eh86lgMzAGeBm1LYx8/xKRYiyR4jZR03yCUk2Ccj+DWECe8tzKOFhg+WPDhxGO05Q==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" 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1.75V13.5h13.75a.75.75 0 0 1 0 1.5H.75a.75.75 0 0 1-.75-.75V1.75a.75.75 0 0 1 1.5 0Zm14.28 2.53-5.25 5.25a.75.75 0 0 1-1.06 0L7 7.06 4.28 9.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.25-3.25a.75.75 0 0 1 1.06 0L10 7.94l4.72-4.72a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Insights </span> </a> </li> </ul> </div></action-list> </div> </div></anchored-position> </focus-group> </action-menu></div> </nav> </div> <turbo-frame id="repo-content-turbo-frame" target="_top" data-turbo-action="advance" class=""> <div id="repo-content-pjax-container" class="repository-content " > <div class="clearfix container-xl px-3 px-md-4 px-lg-5 mt-4 page" data-hpc="true" id="wiki-wrapper"> <div class="d-flex flex-column flex-md-row gh-header"> <h1 class="flex-auto min-width-0 mb-2 mb-md-0 mr-0 mr-md-2 gh-header-title">Migration Guides</h1> <div class="mt-0 mt-lg-1 flex-shrink-0 gh-header-actions"> <a href="#wiki-pages-box" class="d-md-none ">Jump to bottom</a> </div> </div> <div class="mt-2 mt-md-1 pb-3 gh-header-meta"> Bryan Van de Ven edited this page <relative-time datetime="2024-10-14T17:36:29Z" class="no-wrap">Oct 14, 2024</relative-time> · <a href="/bokeh/bokeh/wiki/Migration-Guides/_history" data-view-component="true" class="Link Link--underline">28 revisions</a> </div> <div id="wiki-content" class="mt-4"> <div data-view-component="true" class="Layout Layout--flowRow-until-md Layout--sidebarPosition-end Layout--sidebarPosition-flowRow-end"> <div data-view-component="true" class="Layout-main"> <div id="wiki-body" class="gollum-markdown-content"> <div class="markdown-body"> <div class="markdown-heading"><h1 class="heading-element">Migration guides</h1><a id="user-content-migration-guides" class="anchor" aria-label="Permalink: Migration guides" href="#migration-guides"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li><a href="#320">3.2.0</a></li> <li><a href="#310">3.1.0</a></li> <li><a href="#300">3.0.0</a></li> <li><a href="#240">2.4.0</a></li> <li><a href="#231">2.3.1</a></li> <li><a href="#230">2.3.0</a></li> <li><a href="#220">2.2.0</a></li> <li><a href="#210">2.1.0</a></li> <li><a href="#200">2.0.0</a></li> <li><a href="#140">1.4.0</a></li> <li><a href="#120">1.2.0</a></li> <li><a href="#110">1.1.0</a></li> <li><a href="#100">1.0.0</a></li> </ul> <div class="markdown-heading"><h2 class="heading-element">3.2.0</h2><a id="user-content-320" class="anchor" aria-label="Permalink: 3.2.0" href="#320"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li><a href="#deprecations-320">Deprecations</a></li> <li><a href="#changes-320">Changes</a></li> </ul> <div class="markdown-heading"><h3 class="heading-element">Deprecations <a name="user-content-deprecations-320"></a> </h3><a id="user-content-deprecations-" class="anchor" aria-label="Permalink: Deprecations " href="#deprecations-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading"><h3 class="heading-element">Changes <a name="user-content-changes-320"></a> </h3><a id="user-content-changes-" class="anchor" aria-label="Permalink: Changes " href="#changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>Removed support for <code>BaseResources</code>, <code>JSResources</code> and <code>CSSResources</code> from resources, embedding and bundling APIs. Bokeh did not include separate CSS resources since version 2.0. If you still rely on embedding with separate JS and CSS resources, consider including CSS via custom extensions' <code>__css__</code> property or custom templates. See PR <a href="https://github.com/bokeh/bokeh/pull/13041">#13041</a> for details.</p> </li> <li> <p><code>TickLabelOrientation</code> enum was renamed to <code>LabelOrientation</code>. See PR <a href="https://github.com/bokeh/bokeh/pull/13044">#13044</a> for details.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">3.1.0</h2><a id="user-content-310" class="anchor" aria-label="Permalink: 3.1.0" href="#310"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li><a href="#deprecations-310">Deprecations</a></li> <li><a href="#changes-310">Changes</a></li> </ul> <div class="markdown-heading"><h3 class="heading-element">Deprecations <a name="user-content-deprecations-310"></a> </h3><a id="user-content-deprecations--1" class="anchor" aria-label="Permalink: Deprecations " href="#deprecations--1"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <code>select_every_mousemove</code> was deprecated and renamed to <code>continuous</code> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Changes <a name="user-content-changes-310"></a> </h3><a id="user-content-changes--1" class="anchor" aria-label="Permalink: Changes " href="#changes--1"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li>Unset properties cannot by serialized anymore. Previously attempting to get a value of an unset property resulted in an exception, however serializing models with such properties didn't fail until at runtime in bokehjs. It's now required to fill-in all property values before serialization. Many APIs still allow to work with unset properties, so you can e.g. clone an incomplete model.</li> <li> <code>RangeTool</code> is not a multi <code>GestureTool</code> anymore, thus it can't be activated with <code>Toolbar.active_multi</code>. The tool is now active by default.</li> <li> <code>RangesUpdate</code> event now triggers on all linked plots instead of on the one that user interaction resulted in changed ranges.</li> <li>Internal compilation target was upgraded to ES2022. This may affect third party extensions and custom builds of bokehjs. If you're using <code>noImplicitOverride: true</code> in your <code>tsconfig.json</code>, then at minimum you will have to replace <code>override</code> modifiers with <code>declare</code> in <code>*.ts</code> files in type-only contexts.</li> </ul> <div class="markdown-heading"><h2 class="heading-element">3.0.0</h2><a id="user-content-300" class="anchor" aria-label="Permalink: 3.0.0" href="#300"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li><a href="#runtime-300">Dependencies</a></li> <li><a href="#dep-300">Deprecations</a></li> <li><a href="#add-300">Additions</a></li> <li><a href="#remove-300">Removals</a></li> <li><a href="#py-300">Python changes</a></li> <li><a href="#js-300">JavaScript changes</a></li> <li><a href="#layout-300">Layout changes</a></li> <li><a href="#css-300">CSS changes</a></li> <li><a href="#proto-300">Protocol changes</a></li> <li><a href="#other-300">Other changes</a></li> </ul> <p>Bokeh 3.0.0 is a major release with the following most notable changes:</p> <ul> <li>Support for legacy web browser (e.g. IE, non-ES6 compliant) was removed (see <a name="user-content-legacy-300"></a>).</li> <li>Support for Python 3.7 was removed and for 3.10 added.</li> <li>Layout and CSS interoperability was redesigned and greatly improved (see <a name="user-content-layout-300"></a>).</li> <li>Serialization protocol was redesigned and vastly improved (see <a name="user-content-proto-300"></a>).</li> <li>CSS was modularized and all UI components are now Web components (see <a name="user-content-css-300"></a>).</li> <li>Django integration was moved to <code>bokeh_django</code> (see <a name="user-content-remove-300"></a>).</li> </ul> <p>Some CSS and BokehJS APIs are still evolving as of the 3.0 release. Advanced users of custom extensions or programmatically customized stylesheets may want to wait until version 3.1, when these APIs will be stabilized. All other public APIs, except those explicitly marked as experimental, are regarded as stable and will not undergo intentional changes in Bokeh 3.x.</p> <div class="markdown-heading"><h3 class="heading-element">Dependencies <a name="user-content-runtime-300"></a> </h3><a id="user-content-dependencies-" class="anchor" aria-label="Permalink: Dependencies " href="#dependencies-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Bokeh now requires <code>pandas</code>.</p> <p>Bokeh now requires the package <code>xyzservices</code> for managing tile source metadata.</p> <p>Bokeh now requires <code>contourpy</code>.</p> <div class="markdown-heading"><h3 class="heading-element">Deprecations <a name="user-content-dep-300"></a> </h3><a id="user-content-deprecations--2" class="anchor" aria-label="Permalink: Deprecations " href="#deprecations--2"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <code>tile_providers.get_providers</code> and <code>tile_providers.Vendors</code> are deprecated. Pass tile specifications (e.g. as string name) directly to <code>add_tile</code> instead.</li> </ul> <div class="markdown-heading"><h3 class="heading-element">Additions <a name="user-content-add-300"></a> </h3><a id="user-content-additions-" class="anchor" aria-label="Permalink: Additions " href="#additions-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>Switch</code> widget</p> <p>Provides a replacement for a checkbox input.</p> </li> <li> <p><code>varying_alpha_palette</code></p> <p>Generates a palette that is a single color with linearly varying alpha.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Removals <a name="user-content-remove-300"></a> </h3><a id="user-content-removals-" class="anchor" aria-label="Permalink: Removals " href="#removals-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>bokeh.server.django</code> was moved to a separate project <code>bokeh_django</code>, which should be a drop-in replacement in most cases. <code>bokeh_django</code> was also updated to work with Django 3.x and 4.x.</p> </li> <li> <p><code>Figure</code></p> <p>The duplicative attribute <code>Figure</code> (capital-F) was removed from <code>bokeh.plotting</code>. Use <code>bokeh.plotting.figure</code> (lowercase-f) instead.</p> </li> <li> <p><code>plot_width</code> and <code>plot_height</code></p> <p>These properties have been removed. Use standard <code>width</code> and <code>height</code> for all layout-able models.</p> </li> <li> <p><code>Panel</code> was renamed to <code>TabPanel</code>.</p> </li> <li> <p><code>AuthMixin</code> is replaced by <code>AuthRequestHandler</code>, a sub-class of <code>RequestHandler</code>.</p> </li> <li> <p><code>legend</code> keyword argument to glyph methods has been removed. Use more specific <code>legend_label</code>, <code>legend_group</code>, and <code>legend_field</code> instead.</p> </li> <li> <p><code>Oval</code> glyph has removed. Use <code>Ellipse</code> instead.</p> </li> <li> <p><code>GridSpec</code> has been removed with no replacement.</p> </li> <li> <p><code>names</code> properties</p> <p>Previously, some models could be configured with both a <code>names</code> property and a <code>renderers</code> property. In all cases, <code>names</code> has been removed. Use the <code>renderers</code> property to specify renderers.</p> </li> <li> <p><code>WidgetBox</code></p> <p>The <code>WidgetBox</code> model and associated convenience function <code>widgetbox</code> have been removed. Use row, column, and grid layouts instead.</p> </li> <li> <p>Markers</p> <p>Individual scatter markers, e.g <code>Square</code>, <code>DiamondX</code> have been removed, along with their related glyph methods. Use <code>Scatter</code> and <code>figure.scatter</code> instead.</p> </li> <li> <p><code>bokeh.util.session_id</code> has been removed. Use <code>bokeh.util.token</code> instead.</p> </li> <li> <p><code>WebSource</code> model has been removed, use <code>WebDataSource</code> instead.</p> </li> <li> <p><code>from_networkx</code> function is now only available to import from <code>bokeh.plotting</code>.</p> </li> <li> <p>Distance Specs</p> <p><code>ScreenDistanceSpec</code> and <code>DataDistanceSpec</code> are removed. Use <code>SizeSpec</code> instead.</p> </li> <li> <p><code>EditTool.custom_icon</code> has been removed. Use <code>Tool.icon</code> property instead.</p> </li> <li> <p><code>render_mode</code> was removed from all annotations. Annotations were cleanly separated between those which render to canvas and those that use HTML and CSS. The default is canvas rendering. Use the new <code>HTMLTitle</code>, <code>HTMLLabel</code> and <code>HTMLLabelSet</code> models whenever previously <code>css</code> render mode was used. Note that <code>Span</code> and <code>BoxAnnotation</code> do not have an HTML equivalent anymore.</p> </li> <li> <p><code>FuncTickFormatter</code> has been renamed to <code>CustomJSTickFormatter</code>.</p> </li> <li> <p><code>HasProps.__subtype__</code></p> <p>Explicit sub-typing support was removed both from models and the protocol. If you want to extend existing models without the need for providing an implementation, then use data models (e.g. extend from <code>DataModel</code>.</p> </li> <li> <p><code>CDSView.source</code></p> <p><code>CDSView</code> now implicitly uses the source provided by a glyph renderer it as assigned to. Previously providing a data source in both a glyph renderer and a source view was redundant.</p> </li> <li> <p><code>CDSView.filters</code></p> <p><code>filters</code> property was deprecated and replaced with <code>filter</code> property. The original behavior of <code>filters</code> can be replicated with setting <code>filter</code> to <code>IntersectionFilter(operands=filters)</code>, or preferably using <code>&</code> operator like <code>cds_view.filter &= other_filter</code>.</p> </li> <li> <p><code>RadioGroup / CheckboxGroup on_click</code></p> <p><code>RadioGroup</code> and <code>CheckboxGroup</code> no longer supports <code>on_click</code> event handlers. Use <code>on_change('active', cb)</code> instead.</p> </li> <li> <p><code>ToolbarProxy</code> was removed. To replicate the original behavior, use <code>ToolProxy</code> in <code>Toolbar</code> model.</p> </li> <li> <p><code>ToolbarBase</code> abstract base class was merged into <code>Toolbar</code> model.</p> </li> <li> <p><code>ToolButton</code> abstract base class was merged into <code>Tool</code> model.</p> </li> <li> <p><code>MyProperty(..., serialized=False)</code></p> <p><code>serialized</code> argument was removed and <code>serialized=False</code> case was replaced width <code>NotSerialized(MyProperty(...))</code>.</p> </li> <li> <p><code>MyProperty(..., readonly=True)</code></p> <p><code>readonly</code> argument was removed and <code>readonly=True</code> case was replaced width <code>Readonly(MyProperty(...))</code>.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Python changes <a name="user-content-py-300"></a> </h3><a id="user-content-python-changes-" class="anchor" aria-label="Permalink: Python changes " href="#python-changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>gridplot()</code> return value</p> <p>Previously <code>gridplot()</code> returned a combination of <code>Row</code> and <code>Column</code> layouts, depending on the supplied arguments. Additionally, setting <code>merge_tools</code> now tells grid plots to actually merge tools instead of hidding the toolbar. To hide a toolbar, use <code>toolbar_location=None</code>.</p> </li> <li> <p><code>Tooltip</code> class hierarchy</p> <p><code>Tooltip</code> model was previously exposed to the user, but it wasn't useful on its own. This changed and now <code>Tooltip</code> can be used in various places in bokeh. This required changing its type from <code>Annotation</code> (annotations are canvas specific models) to new <code>UIElement</code>, which is a base class for all user interface related models.</p> </li> <li> <p><code>ColorBar</code> new attributes</p> <p><code>ColorBar</code> new attributes <code>display_low</code> and <code>display_high</code> can be used to limit the range of colors displayed in a color bar without affecting the underlying color mapping.</p> </li> <li> <p><code>RGB.to_hex()</code> includes <code>alpha</code></p> <p>Previously <code>RGB.to_hex()</code> ignored the alpha value in the string it returned. Now it is included in the string if it is less than the default value of 1.0.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">JavaScript changes <a name="user-content-js-300"></a> </h3><a id="user-content-javascript-changes-" class="anchor" aria-label="Permalink: JavaScript changes " href="#javascript-changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>figure.xaxis</code>, etc.</p> <p><code>xaxis</code>, <code>yaxis</code>, <code>axis</code>, <code>xgrid</code>, <code>ygrid</code> and <code>grid</code> attributes of <code>figure</code> now return a model proxy object, which mimics the behavior of bokeh's plotting API. Arrays of axes/grids can be obtained using new <code>xaxes</code>, <code>yaxes</code>, <code>axes</code>, <code>xgrids</code>, <code>ygrids</code> and <code>grids</code> attributes.</p> </li> <li> <p>Property changes push to server</p> <p>Previously all changes were pushed to server, even if no actual changes were made. Now only effective changes are pushed, which now matches the internal behavior of BokehJS.</p> </li> <li> <p>Deserialization code was split-off from <code>Document</code></p> <p>Now the purpose of <code>Document</code> is to manage models and deal with high-level serialization concerns. Low-level handling was split-off into <code>Deserializer</code> class.</p> </li> <li> <p><code>HasProps.constructor</code></p> <p>The <code>constructor</code> of <code>HasProps</code> has now two clearly defined code paths, one for deferred and the other immediate initialization. The former is triggered with <code>new HasProps({id})</code> syntax (it doesn't allow providing initial values) and the later with <code>new HasProps(attrs)</code>, where <code>attrs</code> can not have an <code>id</code> field. As a side effect, duplicating model's identity is not permitted by default anymore, though one can still use deferred initializtion for this.</p> </li> <li> <p><code>init_ModelName</code> was removed</p> <p>This static initializer was added automatically by bokehjs' build system and extensions' compiler. This isn't needed anymore as TypeScript supports ES2022 static initialization blocks (<code>static {}</code>).</p> </li> <li> <p><code>embed_items()</code> and related functions</p> <p>Embedding functions now return an instance of <code>ViewManager</code>, instead of a list of constructed views. For backwards compatibility, <code>ViewManager</code> supports iterator protocol.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Layout changes <a name="user-content-layout-300"></a> </h3><a id="user-content-layout-changes-" class="anchor" aria-label="Permalink: Layout changes " href="#layout-changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading"><h3 class="heading-element">CSS changes <a name="user-content-css-300"></a> </h3><a id="user-content-css-changes-" class="anchor" aria-label="Permalink: CSS changes " href="#css-changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading"><h4 class="heading-element">Shadow DOM and CSS modularization</h4><a id="user-content-shadow-dom-and-css-modularization" class="anchor" aria-label="Permalink: Shadow DOM and CSS modularization" href="#shadow-dom-and-css-modularization"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Bokeh's UI components were migrated to use Shadow DOM and their CSS was modularized. This significantly affects how UI components are implemented.</p> <ul> <li> <p>Each UI component needs to provide its own styling.</p> <p>Previously it was possible to style UI components with global stylesheets. This is not possible anymore, because each component is isolated and has to provide its own complete set of stylesheets. Override <code>DOMView.styles()</code> method to provide styling for a component.</p> </li> <li> <p>Can't use "global" selectors to access internals of a component.</p> <p>For example, one can not expect to set a CSS class on an DOM element and query it from a global stylesheet (this applies to JS <code>querySelector()</code> as well). The exception are CSS variables, which can "pierce" Shadow DOM boundaries. A set of well defined CSS variable will be defined in bokeh 3.1.</p> </li> <li> <p>Use <code>this.shadow_el.append(child_el)</code> instead of <code>this.el.append(child_el)</code>.</p> <p>Appending to <code>this.el</code> will not fail in any siginificant way, except child elements will not be visible on screen, which could be easily attributed to other issues, like missing or broken CSS stylesheets.</p> </li> <li> <p>Use <code>:host</code> pseudo selector to style a component.</p> <p><code>:host</code> or <code>:host(.a-css-cls)</code> (or another variation) is the only way to actually style the root element of a UI component. To style sub elements of a component, one uses normal CSS selectors.</p> </li> <li> <p>Use <code>Event.composedPath()</code> instead of <code>Event.target</code>.</p> <p><code>Event.target</code> can not "pierce" Shado DOM boundaries, so it will stop on the first boundary, giving unexpected results. Use <code>Event.composedPath()</code> which works with Shadow DOM. One can emulate <code>Event.target</code> by using <code>Event.composedPath()[0]</code>.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Protocol changes <a name="user-content-proto-300"></a> </h3><a id="user-content-protocol-changes-" class="anchor" aria-label="Permalink: Protocol changes " href="#protocol-changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <code>references</code> attribute was removed and object definitions are now stored in-line</li> <li> <code>nan</code> and <code>+/-inf</code> can be serialized</li> <li>Dataclasses can be serialized</li> <li>Dictionaries with arbitrary keys can be serialized (uses <code>Map</code> in JS)</li> <li>Dictionaries and structures are ordered</li> <li>Binary serialization is now available everywhere (not just for ndarrays)</li> <li>Binary serialization is now bi-directional</li> <li> <code>array.array</code> and be serialized as JS typed arrays</li> <li>Added support for generic ndarrays (<code>dtype=object</code>)</li> <li>Streaming and patching is allowed in any model and property</li> <li> <code>ColumnsStreamed</code>, <code>ColumnsPatched</code> and <code>ColumnDataChanged</code> are now first-class events</li> <li>Support for document event hints was removed</li> <li> <code>old</code> attribute was removed from <code>ModelChanged</code> </li> <li> <code>HasProps</code> is now responsible for model registry (use <code>Local</code> to prevent registration)</li> <li> <code>Model.to_json()</code> and <code>Model.to_json_string()</code> were removed (use <code>Serializer</code> instead)</li> </ul> <div class="markdown-heading"><h4 class="heading-element">Serialization of numbers</h4><a id="user-content-serialization-of-numbers" class="anchor" aria-label="Permalink: Serialization of numbers" href="#serialization-of-numbers"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Outside of ndarrays, nan, +inf and -inf are now systematically serialized as <code>{"type": "number", "value": "nan"}</code>, <code>{"type": "number", "value": "+inf"}</code> and <code>{"type": "number", "value": "-inf"}</code> respectively.</p> <div class="markdown-heading"><h3 class="heading-element">Other changes <a name="user-content-other-300"></a> </h3><a id="user-content-other-changes-" class="anchor" aria-label="Permalink: Other changes " href="#other-changes-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>Minimum.initial</code> and <code>Maximum.initial</code> properties can now have intrinsic default values (infinity and minus infinity respectively) instead of <code>None</code> / <code>null</code>.</p> </li> <li> <p><code>Tool.computed_overlays</code> was moved to <code>ToolView.overlays</code>, to allow tool views to provide additional overlays.</p> </li> <li> <p><code>copy_to_clipboard</code> icon was renamed to <code>copy</code></p> </li> <li> <p><code>Theme</code> support for color bars has had the key changed from <code>ColorBar</code> to <code>BaseColorBar</code> so that it also supports <code>ContourColorBar</code>.</p> </li> <li> <p>Image glyphs <code>Image</code> and <code>ImageRGBA</code> require 2d ndarray data for images, ragged "lists of lists" are no longer supported.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">2.4.0</h2><a id="user-content-240" class="anchor" aria-label="Permalink: 2.4.0" href="#240"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li><a href="#runtime-243">Dependencies</a></li> <li><a href="#dep-243">Deprecations</a></li> <li><a href="#remove-243">Removals</a></li> <li><a href="#py-243">Python changes</a></li> </ul> <div class="markdown-heading"><h3 class="heading-element">Dependencies <a name="user-content-runtime-243"></a> </h3><a id="user-content-dependencies--1" class="anchor" aria-label="Permalink: Dependencies " href="#dependencies--1"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Bokeh now requires Python 3.7 or higher.</p> <p>Bokeh no longer requires the package <code>python-dateutil</code>.</p> <p>Bokeh can optionally use the package <code>xyzservices</code> for managing tile source metadata.</p> <div class="markdown-heading"><h3 class="heading-element">Deprecations <a name="user-content-dep-243"></a> </h3><a id="user-content-deprecations--3" class="anchor" aria-label="Permalink: Deprecations " href="#deprecations--3"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>ScreenDistanceSpec</code> and <code>DataDistanceSpec</code> are deprecated, and now return a <code>SizeSpec</code>. Custom extensions using these should use <code>SizeSpec</code> instead.</p> </li> <li> <p><code>PropertyUnitsSpec</code> is deprecated. Use <code>UnitsSpec</code> instead (this is unlikely to impact any typical usage).</p> </li> <li> <p><code>Document.delete_modules</code> was deprecated and will be removed in the future. Use <code>Document.models.destroy</code> instead.</p> </li> <li> <p>Raw string paths in <code>Image</code> property</p> <p>Use <code>pathlib.Path</code> instead.</p> </li> <li> <p><code>gridplot(plot_width, plot_height)</code> were deprecated</p> <p>Use <code>width</code> or <code>height</code> respectively instead.</p> </li> <li> <p><code>static init_ModelName(): void {}</code> was deprecated</p> <p>Use new TypeScript 4.4 static blocks <code>static {}</code> instead. Support for static <code>init_</code> methods will be removed in bokeh 3.0. This change only affects model providing extensions.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Removals <a name="user-content-remove-243"></a> </h3><a id="user-content-removals--1" class="anchor" aria-label="Permalink: Removals " href="#removals--1"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>Wikimedia Tile Provider</p> <p>Wikimedia has restricted their tile service to only function with Wikimedia domains, and no longer be publicly usable. Accordingly, the WIKIMEDIA tile provider has been removed. Use any of the other tile providers instead.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Python changes <a name="user-content-py-243"></a> </h3><a id="user-content-python-changes--1" class="anchor" aria-label="Permalink: Python changes " href="#python-changes--1"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p><code>curstate().file</code> is now a dataclass</p> <p>Previously it was a <code>dict</code>-based ad-hoc data structure. Replace key indexing with attribute access.</p> </li> <li> <p>Units Properties</p> <p>Units properties must now be configured with an <code>units_enum</code> that is an <code>enumeration</code> instead of a <code>units_type</code> that is an <code>Enum</code> property:</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="units_enum=SpatialUnits # use this units_type=Enum(SpatialUnits) # NOT this"><pre><span class="pl-s1">units_enum</span><span class="pl-c1">=</span><span class="pl-v">SpatialUnits</span> <span class="pl-c"># use this</span> <span class="pl-s1">units_type</span><span class="pl-c1">=</span><span class="pl-en">Enum</span>(<span class="pl-v">SpatialUnits</span>) <span class="pl-c"># NOT this</span></pre></div> <p>This is only of potential interest to custom extensions.</p> </li> <li> <p><code>bokeh.core.query</code> functions no longer accept callables and/or context in queries. This feature added unnecessary complication and was not used inside the Bokeh codebase (or ever demonstrated in docs or examples).</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">2.3.1</h2><a id="user-content-231" class="anchor" aria-label="Permalink: 2.3.1" href="#231"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li><a href="#py-231">Python changes</a></li> </ul> <div class="markdown-heading"><h3 class="heading-element">Python changes <a name="user-content-py-231"></a> </h3><a id="user-content-python-changes--2" class="anchor" aria-label="Permalink: Python changes " href="#python-changes--2"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>HSL class deprecated</p> <p>The class bokeh.colors.HSL is deprecated and will be removed in a future release. Use the RGB class, RGB(a) strings, or named colors instead.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">2.3.0</h2><a id="user-content-230" class="anchor" aria-label="Permalink: 2.3.0" href="#230"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>Properties are non-nullable by default</p> <p>Previously, all properties accepted None (null in BokehJS) as a value. As of this release, None is only accepted by properties explicitly marked as nullable, e.g.<code>Nullable(Int)</code> accepts integers and None. All current models and their properties were adjusted as needed, so there will be no difference from users’ perspective. However, custom extensions may require updates if they relied on the old behavior.</p> </li> <li> <p>Primitive and derived properties have default values</p> <p>Some properties did not have sensible intrinsic default values (Int defaulted to None, for example). Now all properties have default values, such as 0 for Int, or "" for String. You can remove a default value by marking a property as non-nullable, e.g. NonNullable(Int). In this case, a user is required to set a property value. An attempt to retrieve the value of a non-nullable property before it is set will raise an UnsetValueException.</p> </li> <li> <p>Use Readonly() to indicate readonly properties</p> <p>The old syntax, e.g. <code>Int(readonly=True)</code>, is still accepted, but will be removed in the future. Use <code>Readonly(Int)</code> instead.</p> </li> <li> <p>ArrowHead is not an annotation anymore</p> <p>ArrowHead no longer inherits from the Annotation base class. This will pave the way for vectorizable arrowheads.</p> </li> <li> <p>Four of Bokeh’s base models are renamed</p> <p>Certain base models were renamed to unify naming convention with BokehJS:</p> <table role="table"> <thead> <tr> <th>Old name</th> <th>New name</th> </tr> </thead> <tbody> <tr> <td>WebSource</td> <td>WebDataSource</td> </tr> <tr> <td>Action</td> <td>ActionTool</td> </tr> <tr> <td>Gesture</td> <td>GestureTool</td> </tr> <tr> <td>Inspect</td> <td>InspectTool</td> </tr> </tbody> </table> <p>Old names are retained for compatibility but are deprecated and will be removed in Bokeh 3.0.</p> </li> <li> <p>names properties were deprecated</p> <p>DataRange.names, SelectTool.names, and HoverTool.names are deprecated and will be removed in Bokeh 3.0. Use the renderers properties instead, possibly in combination with plot.select(name="renderer name").</p> </li> <li> <p>BokehJS visuals have different semantics</p> <p>Previously Line, Fill, Text, and Hatch visuals were used across primitive, scalar, and vector properties. Those are now split into more specific versions, e.g. Line, LineScalar, and LineVector. This should only affect custom extensions that use visuals.</p> </li> <li> <p>Marker models are deprecated</p> <p>Marker models like Asterisk, CircleX, X, etc. are deprecated. Use the Scatter glyph with a marker type instead, e.g. replace Asterisk() with Scatter(marker="asterisk"). Marker methods on figure will default to use Scatter glyph. Marker models were removed from BokehJS.</p> </li> <li> <p>Tooltip deprecations</p> <p>EditTool.custom_tooltip, HelpTool.help_tooltip and CustomAction.action_tooltip were deprecated Use Tool.description, which can also be used with all other types tools, instead.</p> </li> <li> <p>New "auto" defaults for color bar properties</p> <p>ColorBar properties orientation, ticker, and formatter now default to "auto". Previously, these properties had concrete defaults ("vertical", BasicTicker() and BasicTickFormatter() respectively). In most cases, this will not affect user code. However, if you relied on setting e.g. color_bar.ticker.base = 60, then the code will need to be replaced with color_bar.ticker = BasicTicker(base=60).</p> </li> <li> <p>CartesianFrame is not a layout anymore</p> <p>This only affects extension creators. CartesianFrame is now responsible only for maintaining the coordinate system of a plot. Use the layout.center_panel of a plot to access any layout-related capability. Note you can still use CartesianFrame.bbox, so most code doesn’t have to change.</p> </li> <li> <p>figure sizing fixed in BokehJS</p> <p>Previously, setting plot.frame_width while using sizing_mode:'fixed' did not resize the canvas as expected; the figure would only resize after changing plot.width or plot.plot_width. This behavior has been fixed and now setting plot.width to trigger the resize is no longer needed.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">2.2.0</h2><a id="user-content-220" class="anchor" aria-label="Permalink: 2.2.0" href="#220"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>Oval glyph deprecated</p> <p>The Oval glyph is largely duplicative of the ellipse glyph, and will be removed in version 3.0. Use Ellipse instead.</p> </li> <li> <p>Tooltip.inner_only deprecated</p> <p>This property was non-functional an unnecessary and has been removed. No replacement is provided.</p> </li> <li> <p>scenterx and scentery deprecated</p> <p>Previosuly, glyphs could implement separate scenterx and scentery to report a “center” location that could anchor hovers. These have been combined in to a single Glyph.scenterxy() method that should be implemented instead. (This change is only relevant if you are implementing a new glyph in Bokeh or in a custom extension.)</p> </li> <li> <p>Implement Renderer._render instead of Renderer.render</p> <p>Renderers must implement abstract method _render instead render, which is now “final”. This breaking change affects only extension developers.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">2.1.0</h2><a id="user-content-210" class="anchor" aria-label="Permalink: 2.1.0" href="#210"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>Minimum Tornado Version</p> <p>The minimum tornado version is now 5.1.</p> </li> <li> <p>render_mode deprecated</p> <p>Tool overlays are now implemented efficiently on the HTML5 canvas without any separate CSS rendering codepath. This makes the render_mode property obsolete. Accordingly, render_mode is deprecated (and ignored) everywhere it currently appears, and will be removed entirely for Bokeh 3.0 in the future.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">2.0.0</h2><a id="user-content-200" class="anchor" aria-label="Permalink: 2.0.0" href="#200"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>Minimum Package Versions</p> <p>This release raises the minimum version for some packages</p> <p>Bokeh now requires Python 3.6 or higher.</p> <p>Bokeh now requires Numpy 1.11.3 or higher.</p> <p>The Bokeh server now requires Tornado 5.0 or higher.</p> </li> <li> <p>Server Lifecycle Hooks</p> <p>Server lifecycle hooks should now goin in a file named app_hooks.py, which is also where new request hooks are to be defined. The previous module name server_lifecycle.py will continue to function, but is deprecated.</p> </li> <li> <p>HoverTool Formatters Specification</p> <p>Previously, the formatters property accepted a CDS column name. For example a formatter for a tooltip for "@foo could be specified with just "foo":</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="hover_tool.formatters = { "foo": "datetime"} # BAD"><pre class="notranslate"><code>hover_tool.formatters = { "foo": "datetime"} # BAD </code></pre></div> <p>Now, the full matching tooltip specification, including the "@", should be used:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="hover_tool.formatters = { "@foo": "datetime"} # GOOD"><pre class="notranslate"><code>hover_tool.formatters = { "@foo": "datetime"} # GOOD </code></pre></div> <p>This allows tooltip formatters to be used uniformly with both columns, as well as “special variables”, e.g. "$x".</p> </li> <li> <p>Bokeh Sphinx Extension</p> <p>The obsolete Sphinx configuration parameters bokeh_plot_use_relative_paths and bokeh_plot_pyfile_include_dirs have been removed. The unused PLOT_PAGE template has also been removed.</p> </li> <li> <p>PhantomJS usage retired</p> <p>The deprecated and unsupported PhantomJS dependency is no longer used for exporting Bokeh content. Bokeh will use Chromedriver by default, but can also be configured to use Geckodriver.</p> </li> <li> <p>“Use Strict” for CustomJS</p> <p>The use_strict property has been removed from all models that it had been on previously. All JavaScript code, e.g. for CustomJS will always be rendered with "use_strict" added.</p> </li> <li> <p>require() in CustomJS</p> </li> <li> <p>The require() function s not available from CustomJS anymore. It exposed the underlying module system, which should not be used by general users. Use APIs exposed on Bokeh object or (as a last resort), use Bokeh.require().</p> </li> <li> <p>Bokeh Protocol Versioning</p> <p>Bokeh wire protocol messages no longer express any revision, and URLs for server sessions no longer specify "bokeh-protocol-version". It is assumed any client and server communicating are the same release version (which has always been true in any usage scenario).</p> </li> <li> <p>Selection Dicts</p> <p>The obsolete old-style selection dictionaries, i.e. <code>selected['1d']</code> have been removed. Use selected.indices, etc. only.</p> </li> <li> <p>Immutable Palettes</p> <p>Previously, Bokeh used a complicated copy-on-access scheme to return palettes as lists. The necessary “module hack” could confuse IDEs, complicated the docs build process, and sometimes lead to unexpected behavior. All palettes are now tuples, which is a simpler solution to the problem of mutable module attributes.</p> <p>The main difference is that palettes can no longer be modified in place, including reversing the palette. To reverse a palette, do:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="list(reverse(pal))"><pre class="notranslate"><code>list(reverse(pal)) </code></pre></div> </li> <li> <p>Tile Providers</p> <p>The named tile properties in tile_providers.py, e.g CARTODBPOSITRON now return then vendor id for that tile provider. This is can be passed to the get_provider method directly to return a new TileProvider instance.</p> </li> <li> <p>ColumnDataSource Properties</p> <p>The <code>ColumnDataSource.selected</code> property is now read-only.</p> <p>The <code>ColumnDataSource.data</code> property can only be set from plain Python dicts. Attempting to set from another CDS, i.e <code>s1.data = s2.data</code>, will raise an error.</p> </li> <li> <p>Date and Datetime Properties</p> <p>The Date property has been narrowed, in order to afford an unambiguous date type in the form of an ISO date string. The Date type accepts ISO date strings, and <code>datetime.date</code> objects.</p> <p>As a result, the DatePicker widget no longer accepts datetime values or timestamps. All values must be valid Date values.</p> </li> <li> <p>The Datetime now accepts timestamps (milliseconds since epoch) directly.</p> </li> <li> <p>Missing Renderers Warning</p> <p>The <code>W-1000 (MISSING_RENDERERS)</code> validation warning will no longer trigger for plots that have added annotations, even if no other glyphs are present.</p> </li> <li> <p>UnitsSpec hierarchy</p> <p>The UnitsSpec class is now a base class and is not useful ln its own. If you were using UnitsSpec in an extension model, you should change to use the new PropertyUnitsSpec class, which affords the capability for adding separate *_units properties.</p> </li> <li> <p>Broken Bokeh Commands</p> <p>The command line utilities bokeh html, bokeh png, and bokeh svg were early experimental tools that were never widely promoted. It was recently discovered that they have been broken since version 1.0, indicating that they are completely unused. To reduce codebase cruft, they have been removed.</p> </li> <li> <p>BOKEH_VERSION</p> <p>The previous environment variable BOKEH_VERSION that could be use to specify which version of BokehJS should be loaded from CDN, has been renamed to BOKEH_CDN_VERSION.</p> </li> <li> <p>API Removals</p> <p>The following modules and functions were previously deprecated or were internal and no longer needed:</p> <ul> <li> <strong>bokeh.client</strong> Method ClientSession.loop_until_closed removed</li> <li> <strong>bokeh.io</strong> Function create_webdriver removed, use webdriver_control instead.</li> <li> <strong>bokeh.models.callbacks</strong> Methods CustomJS.from_py_func and CustomJS.from_coffeescript removed</li> <li> <strong>bokeh.models.filters</strong> Methods CustomJSFilter.from_py_func and CustomJSFilter.from_coffeescript removed</li> <li> <strong>bokeh.models.formatters</strong> Methods FuncTickFormatter.from_py_func and FuncTickFormatter.from_coffeescript removed</li> <li> <strong>bokeh.models.plots</strong> Properties Plot.h_symmetry and Plot.v_symmetry removed</li> <li> <strong>bokeh.models.tools</strong> Methods CustomJSHover.from_py_func and CustomJSHover.from_coffeescript removed</li> <li> <strong>bokeh.models.transforms</strong> Methods CustomJSTransform.from_py_func and CustomJSTransform.from_coffeescript removed</li> <li> <strong>bokeh.models.widgets.buttons</strong> Properties Dropdown.default_value, Dropdown.value and AbstractButton.clicks removed.</li> <li> <strong>bokeh.models.widgets.sliders</strong> callback, callback_throttle, and callback_policy removed from all sliders. Use value for continuous updates and value_throttled for updates only on mouseup</li> <li> <strong>bokeh.plotting.helpers</strong> Entire module removed</li> <li> <strong>bokeh.protocol</strong> Entire versions module removed, messages.register function removed</li> <li> <strong>bokeh.util.compiler</strong> Class CoffeeScript and related code removed</li> <li> <strong>bokeh.util.future</strong> Entire module removed</li> <li> <strong>bokeh.util.string</strong> Functions encode_utf8, decode_utf8, and escape removed</li> </ul> <p>Additionally, the callback property is removed from all Bokeh models except CustomAction, HoverTool TapTool, and OpenURL. Instead, the more general js_on_change or js_on_event methods should be used.</p> </li> <li> <p>API Deprecations</p> <p>The following new deprecations are effective:</p> <p><code>bokeh.layouts.WidgetBox</code> is deprecated use bokeh.layouts.Column instead.</p> <p>Importing from_networkx from bokeh.models.graphs is deprecated. Import from bokeh.plotting instead.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">1.4.0</h2><a id="user-content-140" class="anchor" aria-label="Permalink: 1.4.0" href="#140"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading"><h3 class="heading-element">Deprecations</h3><a id="user-content-deprecations" class="anchor" aria-label="Permalink: Deprecations" href="#deprecations"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The overburdened legend keyword argument to glyph methods is deprecated. It is replaced with three purpose-specific keyword arguments:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="legend_label="some_label""><pre class="notranslate"><code>legend_label="some_label" </code></pre></div> <p>This will always produce a legend item with exactly the given label.</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="legend_field="some_colname""><pre class="notranslate"><code>legend_field="some_colname" </code></pre></div> <p>This will produce a “grouped” legend, where the grouping is done by JavaScript in the browser. Python code will only see a single legend item representing the grouping.</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="legend_group="some_colname""><pre class="notranslate"><code>legend_group="some_colname" </code></pre></div> <p>This will produce a “grouped” legend, where the grouping is done by Python code, bedore the content is rendered in the browser. Python code will see individual legend items for each group.</p> <p>These keywords remove the ambiguities due to the “automagic” operation of legend with respect to legend grouping. The existing legend keyword argument will continue to function until at least version 3.0 of Bokeh.</p> <div class="markdown-heading"><h2 class="heading-element">1.2.0</h2><a id="user-content-120" class="anchor" aria-label="Permalink: 1.2.0" href="#120"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading"><h3 class="heading-element">Discourse Site</h3><a id="user-content-discourse-site" class="anchor" aria-label="Permalink: Discourse Site" href="#discourse-site"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The Google Groups mailing list has been retired. In its place, there is now a Discourse site for community discussions. All of the old content from the mailing list has been imported into the Discourse, and is searchable.</p> <div class="markdown-heading"><h3 class="heading-element">Callback Policy</h3><a id="user-content-callback-policy" class="anchor" aria-label="Permalink: Callback Policy" href="#callback-policy"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Sliders add a value_throttled property that is updated (and triggers JS and Python callbacks) only according to the callback_policy:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="slider.callback_policy = "mouseup" # both of these will respect the callback policy now slider.js_on_change('value_throttled', ...) slider.on_change('value_throttled', ...)"><pre class="notranslate"><code>slider.callback_policy = "mouseup" # both of these will respect the callback policy now slider.js_on_change('value_throttled', ...) slider.on_change('value_throttled', ...) </code></pre></div> <p>The callbacks above will only execute when the user releases the mouse after adjusting a slider.</p> <p>Note that the value property can also still be used to trigger callbacks —they will execute unconditionally on every movement.</p> <p>The old-style callback property still works for JS callbacks, but will be removed in Bokeh 2.0 in the near future. The general <code>js_on_change</code> and <code>on_change</code> methods should be used going forward.</p> <div class="markdown-heading"><h3 class="heading-element">Stacked Areas and Lines</h3><a id="user-content-stacked-areas-and-lines" class="anchor" aria-label="Permalink: Stacked Areas and Lines" href="#stacked-areas-and-lines"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>New <code>varea</code> and <code>harea</code> methods add support for single directed areas (filled regions between two series that share a common index). Also added:</p> <ul> <li> <code>varea_stack</code> and <code>harea_stack</code> for stacking directed areas,</li> <li> <code>vline_stack</code> and <code>hline_stack</code> for stacking lines.</li> </ul> <p>For example:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="colnames = ['y0', 'y1', 'y2', 'y3', 'y4', 'y5', 'y6'] p.varea_stack(colnames, x='index', color=colors, source=df, legend=[value(x) for x in colnames]) p.vline_stack(colnames, x='index', color="black", source=df)"><pre class="notranslate"><code>colnames = ['y0', 'y1', 'y2', 'y3', 'y4', 'y5', 'y6'] p.varea_stack(colnames, x='index', color=colors, source=df, legend=[value(x) for x in colnames]) p.vline_stack(colnames, x='index', color="black", source=df) </code></pre></div> <div class="markdown-heading"><h3 class="heading-element">Legend Titles</h3><a id="user-content-legend-titles" class="anchor" aria-label="Permalink: Legend Titles" href="#legend-titles"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Legends now support displaying a title:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="p.legend.title = "Things""><pre class="notranslate"><code>p.legend.title = "Things" </code></pre></div> <div class="markdown-heading"><h2 class="heading-element">1.1.0</h2><a id="user-content-110" class="anchor" aria-label="Permalink: 1.1.0" href="#110"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The js_link function was added to make it simpler to link two Bokeh model properties together:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="slider.js_link('value', r.glyph, 'radius')"><pre class="notranslate"><code>slider.js_link('value', r.glyph, 'radius') </code></pre></div> <p>See Linked properties for more information.</p> <p>The <code>Slider.value_as_date</code> method was added to conveniently retrieve Slider values as date objects when appropriate.</p> <div class="markdown-heading"><h3 class="heading-element">Deprecations</h3><a id="user-content-deprecations-1" class="anchor" aria-label="Permalink: Deprecations" href="#deprecations-1"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The following features or APIs were deprecated in version 1.1 and will be removed in a future 2.0 release:</p> <ul> <li> <p>Support for CoffeeScript in CustomJS or custom extensions. Use JavaScript or Typescript instead.</p> </li> <li> <p>Support for ClientSession.loop_until_closed. This function is intended to support testing only, and will be removed from the public API. Bokeh applications should be run directly on a Bokeh server.</p> </li> <li> <p>Support for “transpiling” Python code to JavaScript. All from_py_func methods will be removed. Use JavaScript or Typescript instead.</p> </li> </ul> <div class="markdown-heading"><h3 class="heading-element">Changes to bokeh.sphinxext</h3><a id="user-content-changes-to-bokehsphinxext" class="anchor" aria-label="Permalink: Changes to bokeh.sphinxext" href="#changes-to-bokehsphinxext"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>In order to support a longer term goal of moving Bokeh docs to ReadTheDocs, some changes to the bokeh-plot Sphinx directive were necessary. These are:</p> </li> <li> <p>Plot script files are now always placed immediately adjacent to the document they are for, and loaded using relative URLs.</p> </li> <li> <p>The config values <code>bokeh_plot_pyfile_include_dirs</code> and bokeh_plot_use_relative_paths are no longer needed. Setting them will have no effect (but will not break existing builds). These config values will be removed in a future 2.0 release.</p> </li> <li> <p>We believe that there are very few users of <code>bokeh.sphinxext</code> outside the project itself, and that these changes will not cause any breakage for any of those users. However, please reach out for support if any unforeseen issues arise.</p> </li> </ul> <div class="markdown-heading"><h2 class="heading-element">1.0.0</h2><a id="user-content-100" class="anchor" aria-label="Permalink: 1.0.0" href="#100"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading"><h3 class="heading-element">Handling of Selections</h3><a id="user-content-handling-of-selections" class="anchor" aria-label="Permalink: Handling of Selections" href="#handling-of-selections"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Previous versions of Bokeh mistakenly had code paths that could replace data source Selection objects with entirely new instances. This was a mistake, and resulted in several regressions and other problems. Unfortunately, the problem persisted for a few releases, and now that the situation has been fixed, it will require some code changes for some users to adapt to correct usage.</p> <p>In general, you should NOT ever listen for a change of selections objects themselves, i.e. do not do this (anymore):</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="source.on_change('selected', callback) # BAD, DON'T DO THIS"><pre class="notranslate"><code>source.on_change('selected', callback) # BAD, DON'T DO THIS </code></pre></div> <p>Instead, you should listen for changes to the individual properties that are on Selection objects. For instance, to execute a callback when the indices on a selection change, (e.g. when a selection is made on a scatter plot), do this:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="source.selected.on_change('indices', callback) # GOOD"><pre class="notranslate"><code>source.selected.on_change('indices', callback) # GOOD </code></pre></div> <p>Any code that looks like the first version above should be updated to use the second version. This applies to both Python or JavaScript callbacks for selections.</p> <p>While this breaking incompatibility is regrettable, there are now much more extensive integration tests in place to maintain that the second version will always function as expected from now on.</p> <div class="markdown-heading"><h3 class="heading-element">New Dependencies</h3><a id="user-content-new-dependencies" class="anchor" aria-label="Permalink: New Dependencies" href="#new-dependencies"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>“Pillow>=4.0” has been added to the list of Bokeh runtime dependencies.</p> <div class="markdown-heading"><h3 class="heading-element">Examples</h3><a id="user-content-examples" class="anchor" aria-label="Permalink: Examples" href="#examples"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The following examples have been removed or updated:</p> <ul> <li>app/pivot: This large example was unfocused and unmaintained and has been removed</li> <li>embed/simple: Old example removed</li> <li>howto/us_marriages_divorces: Redundant notebook removed, script moved to plotting/file/us_marriages_divorces_hover.py</li> <li>models/file/colorspec.py Old example removed</li> <li>models/file/external_resources.py Moved to latex_extension.py</li> <li>models/file/glyph1.py Moved to basic_plot.py</li> <li>models/file/grid.py Old example removed</li> <li>models/file/line.py Old example removed</li> <li>models/file/transform_jitter_coffee.py Discouraged coffeescript example removed</li> <li>plotting/file/bar_chart.py Removed old/duplicative example</li> <li>plotting/file/brewer.py: Moved to stacked_area.py</li> <li>plotting/file/bollinger.py Old example removed</li> <li>plotting/file/joyplot.py Moved to ridgeplot.py</li> </ul> <div class="markdown-heading"><h3 class="heading-element">Pretty printing functions</h3><a id="user-content-pretty-printing-functions" class="anchor" aria-label="Permalink: Pretty printing functions" href="#pretty-printing-functions"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>The pprint and pretty methods depended on IPython pretty-printing in order to function. Recent changes to IPython pretty-printing machinery made it impossible to use unless the “pretty” repr was also enabled. This caused ipython console to be spammed with very large amounts of output, making it unusable. As a result, both pprint and pretty methods have been removed. A “pretty” HTML repr still functions in Jupyter notebooks. This change is not expected to affect any normal usage.</p> <div class="markdown-heading"><h3 class="heading-element">Bokeh Object IDs</h3><a id="user-content-bokeh-object-ids" class="anchor" aria-label="Permalink: Bokeh Object IDs" href="#bokeh-object-ids"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p>Previously Bokeh generated unique UUIDs for every Bokeh object. Starting with this release, Bokeh generates simple increasing integer IDs by default. You can set the environment variable BOKEH_SIMPLE_IDS=no to restore the previous behavior. The generation of simple IDs is faster than UUIDs, otherwise this change is not expected to affect any normal usage. However, if you are creating Bokeh objects for a single Document in separate processes, i.e. by using the multiprocessing module, then you will want to turn off simple IDs. (This is expected to be a rare and unusual usage.)</p> <div class="markdown-heading"><h3 class="heading-element">Removals</h3><a id="user-content-removals" class="anchor" aria-label="Permalink: Removals" href="#removals"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul> <li> <p>bokeh.util.plot_utils</p> <p>The bokeh.util.plot_utils module has been removed. This module contained only private functions used internally. This change is not expected to affect any normal usage.</p> </li> <li> <p>bokeh.server.application_context</p> <p>The bokeh.server.application_context module has been renamed to bokeh.server.contexts. This change is not expected to affect any normal usage.</p> </li> <li> <p>arguments parameter for server_session</p> <p>The server_session function accepted an arguments parameter that did not (and could not) have any actual effect. It has been removed, immediately. Since the parameter did not function, it is not expected that this change will affect any normal usage.</p> </li> <li> <p>Codebase Tests</p> <p>The Pytest “quality” mark has been changed to “codebase”. Now to run the codebase tests, execute pytest -m codebase. If you have installed a pre-commit hook to run quality tests before allowing a commit, the hook code should be updated as above. 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href="/bokeh/bokeh/wiki/Migration-Guides#migration-guides">Migration guides</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#320">3.2.0</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#deprecations-">Deprecations </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#changes-">Changes </a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#310">3.1.0</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#deprecations--1">Deprecations </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#changes--1">Changes </a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#300">3.0.0</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#dependencies-">Dependencies </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#deprecations--2">Deprecations </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#additions-">Additions </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#removals-">Removals </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#python-changes-">Python changes </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#javascript-changes-">JavaScript changes </a> </li> <li 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48px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#serialization-of-numbers">Serialization of numbers</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#other-changes-">Other changes </a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#240">2.4.0</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#dependencies--1">Dependencies </a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" 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href="/bokeh/bokeh/wiki/Migration-Guides#python-changes--2">Python changes </a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#230">2.3.0</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#220">2.2.0</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#210">2.1.0</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#200">2.0.0</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" 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href="/bokeh/bokeh/wiki/Migration-Guides#callback-policy">Callback Policy</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#stacked-areas-and-lines">Stacked Areas and Lines</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#legend-titles">Legend Titles</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#110">1.1.0</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#deprecations-1">Deprecations</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#changes-to-bokehsphinxext">Changes to bokeh.sphinxext</a> </li> <li class="my-2" style="padding-left: 24px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#100">1.0.0</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#handling-of-selections">Handling of Selections</a> </li> <li class="my-2" style="padding-left: 36px;"> <a class="Link--primary" data-analytics-event="{"category":"Wiki","action":"toc_click","label":null}" href="/bokeh/bokeh/wiki/Migration-Guides#new-dependencies">New Dependencies</a> </li> <li class="my-2" style="padding-left: 36px;"> <a 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anim-rotate"> <circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke" fill="none" /> <path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke" /> </svg> <span class="sr-only">Loading</span> </span> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-triangle-down js-wiki-sidebar-toc-toggle-chevron mr-0"> <path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path> </svg> </div> <span data-view-component="true" class="Truncate"> <a href="/bokeh/bokeh/wiki/Polygons-Patches-with-Holes" data-view-component="true" class="Truncate-text text-bold py-1">Polygons Patches with Holes</a> </span> </div> </summary> <include-fragment class="js-wiki-sidebar-toc-fragment" loading="lazy" 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