diff --git a/.nojekyll b/.nojekyll
new file mode 100644
index 00000000..e69de29b
diff --git a/PyodideServiceWorker.js b/PyodideServiceWorker.js
new file mode 100644
index 00000000..a949b50d
--- /dev/null
+++ b/PyodideServiceWorker.js
@@ -0,0 +1,59 @@
+const appName = 'Lumen'
+const appCacheName = 'Lumen-0.7.0b4';
+
+const preCacheFiles = [];
+
+const cachePatterns = ['https://cdn.holoviz.org/panel/1.5.4/dist/', 'https://cdn.bokeh.org/bokeh/', 'https://cdn.jsdelivr.net/pyodide/', 'https://files.pythonhosted.org/packages/', 'https://pypi.org/pypi/'];
+
+self.addEventListener('install', (e) => {
+  console.log('[Service Worker] Install');
+  self.skipWaiting();
+  e.waitUntil((async () => {
+    const cacheNames = await caches.keys();
+    for (const cacheName of cacheNames) {
+      if (cacheName.startsWith(appName) && cacheName !== appCacheName) {
+        console.log(`[Service Worker] Delete old cache ${cacheName}`);
+        caches.delete(cacheName);
+      }
+    }
+    const cache = await caches.open(appCacheName);
+    if (preCacheFiles.length) {
+      console.log('[Service Worker] Precaching ');
+    }
+    preCacheFiles.forEach(async (cacheFile) => {
+      const request = new Request(cacheFile);
+      const response = await fetch(request);
+      if (response.ok || response.type == 'opaque') {
+        cache.put(request, response);
+      }
+    })
+  })());
+});
+
+self.addEventListener('activate', (event) => {
+  console.log('[Service Worker] Activating');
+  return self.clients.claim();
+});
+
+self.addEventListener('fetch', (e) => {
+  if (e.request.method !== 'GET') {
+    return
+  }
+  e.respondWith((async () => {
+    const cache = await caches.open(appCacheName);
+    let response = await cache.match(e.request);
+    console.log(`[Service Worker] Fetching resource: ${e.request.url}`);
+    if (response) {
+      return response;
+    }
+    response = await fetch(e.request);
+    if (!response.ok && !(response.type == 'opaque')) {
+      throw Error(`[Service Worker] Fetching resource ${e.request.url} failed with response: ${response.status}`);
+    }
+    console.log(`[Service Worker] Caching new resource: ${e.request.url}`);
+    if (e.request.mode !== 'no-cors') {
+      cache.put(e.request, response.clone());
+    }
+    return response;
+  })());
+});
\ No newline at end of file
diff --git a/_images/1.png b/_images/1.png
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diff --git a/_images/bikes.png b/_images/bikes.png
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diff --git a/_images/branch_yaml_00_firstTable.png b/_images/branch_yaml_00_firstTable.png
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diff --git a/_images/branch_yaml_01_finalDashboard.png b/_images/branch_yaml_01_finalDashboard.png
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diff --git a/_images/build_app_00.png b/_images/build_app_00.png
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diff --git a/_images/build_app_03.png b/_images/build_app_03.png
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index 00000000..d4ceeaf2
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diff --git a/_images/build_app_04.png b/_images/build_app_04.png
new file mode 100644
index 00000000..ba2a9dc5
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diff --git a/_images/build_app_05.png b/_images/build_app_05.png
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index 00000000..c6c7c2ef
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diff --git a/_images/build_app_06.png b/_images/build_app_06.png
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index 00000000..ad6facee
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diff --git a/_images/build_app_07.png b/_images/build_app_07.png
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index 00000000..45919eb3
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diff --git a/_images/builder_dashboard.png b/_images/builder_dashboard.png
new file mode 100644
index 00000000..8ff1be22
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diff --git a/_images/cli_bad.png b/_images/cli_bad.png
new file mode 100644
index 00000000..ad64abf0
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diff --git a/_images/cli_good.png b/_images/cli_good.png
new file mode 100644
index 00000000..23b4ab5e
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diff --git a/_images/config_editor.png b/_images/config_editor.png
new file mode 100644
index 00000000..8d730a6d
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diff --git a/_images/dashboard_gallery.png b/_images/dashboard_gallery.png
new file mode 100644
index 00000000..0f01baed
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diff --git a/_images/earthquakes.png b/_images/earthquakes.png
new file mode 100644
index 00000000..3096ab39
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diff --git a/_images/launcher.png b/_images/launcher.png
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index 00000000..71ba0182
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diff --git a/_images/layout_example.png b/_images/layout_example.png
new file mode 100644
index 00000000..55916eb8
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diff --git a/_images/local_components_app.png b/_images/local_components_app.png
new file mode 100644
index 00000000..d540c000
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diff --git a/_images/lumen_dashboard.png b/_images/lumen_dashboard.png
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index 00000000..783dc218
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diff --git a/_images/nyc_taxi.png b/_images/nyc_taxi.png
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index 00000000..b0c97608
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diff --git a/_images/penguins.png b/_images/penguins.png
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index 00000000..74c7870b
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diff --git a/_images/pipeline_diagram.png b/_images/pipeline_diagram.png
new file mode 100644
index 00000000..87079e09
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diff --git a/_images/precip.png b/_images/precip.png
new file mode 100644
index 00000000..b200d27e
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diff --git a/_images/seattle.png b/_images/seattle.png
new file mode 100644
index 00000000..ac13c3f4
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diff --git a/_images/shell.png b/_images/shell.png
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index 00000000..c915017b
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diff --git a/_images/source_editor.png b/_images/source_editor.png
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index 00000000..7f77a0c8
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diff --git a/_images/source_example.png b/_images/source_example.png
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diff --git a/_images/source_variable.png b/_images/source_variable.png
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index 00000000..df3dc5a4
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diff --git a/_images/variable_all.png b/_images/variable_all.png
new file mode 100644
index 00000000..6b44c35b
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diff --git a/_images/variable_editor.png b/_images/variable_editor.png
new file mode 100644
index 00000000..e34c1481
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diff --git a/_images/variable_selected.png b/_images/variable_selected.png
new file mode 100644
index 00000000..cdee769f
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diff --git a/_images/view_editor.png b/_images/view_editor.png
new file mode 100644
index 00000000..a39e5634
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diff --git a/_images/view_example.png b/_images/view_example.png
new file mode 100644
index 00000000..98cf2d4c
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diff --git a/_images/yaml_launcher.png b/_images/yaml_launcher.png
new file mode 100644
index 00000000..34688093
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diff --git a/_sphinx_design_static/design-tabs.js b/_sphinx_design_static/design-tabs.js
new file mode 100644
index 00000000..b25bd6a4
--- /dev/null
+++ b/_sphinx_design_static/design-tabs.js
@@ -0,0 +1,101 @@
+// @ts-check
+
+// Extra JS capability for selected tabs to be synced
+// The selection is stored in local storage so that it persists across page loads.
+
+/**
+ * @type {Record<string, HTMLElement[]>}
+ */
+let sd_id_to_elements = {};
+const storageKeyPrefix = "sphinx-design-tab-id-";
+
+/**
+ * Create a key for a tab element.
+ * @param {HTMLElement} el - The tab element.
+ * @returns {[string, string, string] | null} - The key.
+ *
+ */
+function create_key(el) {
+  let syncId = el.getAttribute("data-sync-id");
+  let syncGroup = el.getAttribute("data-sync-group");
+  if (!syncId || !syncGroup) return null;
+  return [syncGroup, syncId, syncGroup + "--" + syncId];
+}
+
+/**
+ * Initialize the tab selection.
+ *
+ */
+function ready() {
+  // Find all tabs with sync data
+
+  /** @type {string[]} */
+  let groups = [];
+
+  document.querySelectorAll(".sd-tab-label").forEach((label) => {
+    if (label instanceof HTMLElement) {
+      let data = create_key(label);
+      if (data) {
+        let [group, id, key] = data;
+
+        // add click event listener
+        // @ts-ignore
+        label.onclick = onSDLabelClick;
+
+        // store map of key to elements
+        if (!sd_id_to_elements[key]) {
+          sd_id_to_elements[key] = [];
+        }
+        sd_id_to_elements[key].push(label);
+
+        if (groups.indexOf(group) === -1) {
+          groups.push(group);
+          // Check if a specific tab has been selected via URL parameter
+          const tabParam = new URLSearchParams(window.location.search).get(
+            group
+          );
+          if (tabParam) {
+            console.log(
+              "sphinx-design: Selecting tab id for group '" +
+                group +
+                "' from URL parameter: " +
+                tabParam
+            );
+            window.sessionStorage.setItem(storageKeyPrefix + group, tabParam);
+          }
+        }
+
+        // Check is a specific tab has been selected previously
+        let previousId = window.sessionStorage.getItem(
+          storageKeyPrefix + group
+        );
+        if (previousId === id) {
+          // console.log(
+          //   "sphinx-design: Selecting tab from session storage: " + id
+          // );
+          // @ts-ignore
+          label.previousElementSibling.checked = true;
+        }
+      }
+    }
+  });
+}
+
+/**
+ *  Activate other tabs with the same sync id.
+ *
+ * @this {HTMLElement} - The element that was clicked.
+ */
+function onSDLabelClick() {
+  let data = create_key(this);
+  if (!data) return;
+  let [group, id, key] = data;
+  for (const label of sd_id_to_elements[key]) {
+    if (label === this) continue;
+    // @ts-ignore
+    label.previousElementSibling.checked = true;
+  }
+  window.sessionStorage.setItem(storageKeyPrefix + group, id);
+}
+
+document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/_sphinx_design_static/sphinx-design.min.css b/_sphinx_design_static/sphinx-design.min.css
new file mode 100644
index 00000000..860c36da
--- /dev/null
+++ b/_sphinx_design_static/sphinx-design.min.css
@@ -0,0 +1 @@
+.sd-bg-primary{background-color:var(--sd-color-primary) !important}.sd-bg-text-primary{color:var(--sd-color-primary-text) !important}button.sd-bg-primary:focus,button.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) !important}a.sd-bg-primary:focus,a.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) !important}.sd-bg-secondary{background-color:var(--sd-color-secondary) !important}.sd-bg-text-secondary{color:var(--sd-color-secondary-text) !important}button.sd-bg-secondary:focus,button.sd-bg-secondary:hover{background-color:var(--sd-color-secondary-highlight) !important}a.sd-bg-secondary:focus,a.sd-bg-secondary:hover{background-color:var(--sd-color-secondary-highlight) !important}.sd-bg-success{background-color:var(--sd-color-success) !important}.sd-bg-text-success{color:var(--sd-color-success-text) !important}button.sd-bg-success:focus,button.sd-bg-success:hover{background-color:var(--sd-color-success-highlight) !important}a.sd-bg-success:focus,a.sd-bg-success:hover{background-color:var(--sd-color-success-highlight) !important}.sd-bg-info{background-color:var(--sd-color-info) !important}.sd-bg-text-info{color:var(--sd-color-info-text) !important}button.sd-bg-info:focus,button.sd-bg-info:hover{background-color:var(--sd-color-info-highlight) !important}a.sd-bg-info:focus,a.sd-bg-info:hover{background-color:var(--sd-color-info-highlight) !important}.sd-bg-warning{background-color:var(--sd-color-warning) !important}.sd-bg-text-warning{color:var(--sd-color-warning-text) !important}button.sd-bg-warning:focus,button.sd-bg-warning:hover{background-color:var(--sd-color-warning-highlight) !important}a.sd-bg-warning:focus,a.sd-bg-warning:hover{background-color:var(--sd-color-warning-highlight) !important}.sd-bg-danger{background-color:var(--sd-color-danger) !important}.sd-bg-text-danger{color:var(--sd-color-danger-text) !important}button.sd-bg-danger:focus,button.sd-bg-danger:hover{background-color:var(--sd-color-danger-highlight) !important}a.sd-bg-danger:focus,a.sd-bg-danger:hover{background-color:var(--sd-color-danger-highlight) !important}.sd-bg-light{background-color:var(--sd-color-light) !important}.sd-bg-text-light{color:var(--sd-color-light-text) !important}button.sd-bg-light:focus,button.sd-bg-light:hover{background-color:var(--sd-color-light-highlight) !important}a.sd-bg-light:focus,a.sd-bg-light:hover{background-color:var(--sd-color-light-highlight) !important}.sd-bg-muted{background-color:var(--sd-color-muted) !important}.sd-bg-text-muted{color:var(--sd-color-muted-text) !important}button.sd-bg-muted:focus,button.sd-bg-muted:hover{background-color:var(--sd-color-muted-highlight) !important}a.sd-bg-muted:focus,a.sd-bg-muted:hover{background-color:var(--sd-color-muted-highlight) !important}.sd-bg-dark{background-color:var(--sd-color-dark) !important}.sd-bg-text-dark{color:var(--sd-color-dark-text) !important}button.sd-bg-dark:focus,button.sd-bg-dark:hover{background-color:var(--sd-color-dark-highlight) !important}a.sd-bg-dark:focus,a.sd-bg-dark:hover{background-color:var(--sd-color-dark-highlight) !important}.sd-bg-black{background-color:var(--sd-color-black) !important}.sd-bg-text-black{color:var(--sd-color-black-text) !important}button.sd-bg-black:focus,button.sd-bg-black:hover{background-color:var(--sd-color-black-highlight) !important}a.sd-bg-black:focus,a.sd-bg-black:hover{background-color:var(--sd-color-black-highlight) !important}.sd-bg-white{background-color:var(--sd-color-white) !important}.sd-bg-text-white{color:var(--sd-color-white-text) !important}button.sd-bg-white:focus,button.sd-bg-white:hover{background-color:var(--sd-color-white-highlight) !important}a.sd-bg-white:focus,a.sd-bg-white:hover{background-color:var(--sd-color-white-highlight) !important}.sd-text-primary,.sd-text-primary>p{color:var(--sd-color-primary) !important}a.sd-text-primary:focus,a.sd-text-primary:hover{color:var(--sd-color-primary-highlight) !important}.sd-text-secondary,.sd-text-secondary>p{color:var(--sd-color-secondary) !important}a.sd-text-secondary:focus,a.sd-text-secondary:hover{color:var(--sd-color-secondary-highlight) !important}.sd-text-success,.sd-text-success>p{color:var(--sd-color-success) !important}a.sd-text-success:focus,a.sd-text-success:hover{color:var(--sd-color-success-highlight) !important}.sd-text-info,.sd-text-info>p{color:var(--sd-color-info) !important}a.sd-text-info:focus,a.sd-text-info:hover{color:var(--sd-color-info-highlight) !important}.sd-text-warning,.sd-text-warning>p{color:var(--sd-color-warning) !important}a.sd-text-warning:focus,a.sd-text-warning:hover{color:var(--sd-color-warning-highlight) !important}.sd-text-danger,.sd-text-danger>p{color:var(--sd-color-danger) !important}a.sd-text-danger:focus,a.sd-text-danger:hover{color:var(--sd-color-danger-highlight) !important}.sd-text-light,.sd-text-light>p{color:var(--sd-color-light) !important}a.sd-text-light:focus,a.sd-text-light:hover{color:var(--sd-color-light-highlight) !important}.sd-text-muted,.sd-text-muted>p{color:var(--sd-color-muted) !important}a.sd-text-muted:focus,a.sd-text-muted:hover{color:var(--sd-color-muted-highlight) !important}.sd-text-dark,.sd-text-dark>p{color:var(--sd-color-dark) !important}a.sd-text-dark:focus,a.sd-text-dark:hover{color:var(--sd-color-dark-highlight) !important}.sd-text-black,.sd-text-black>p{color:var(--sd-color-black) !important}a.sd-text-black:focus,a.sd-text-black:hover{color:var(--sd-color-black-highlight) !important}.sd-text-white,.sd-text-white>p{color:var(--sd-color-white) !important}a.sd-text-white:focus,a.sd-text-white:hover{color:var(--sd-color-white-highlight) !important}.sd-outline-primary{border-color:var(--sd-color-primary) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-primary:focus,a.sd-outline-primary:hover{border-color:var(--sd-color-primary-highlight) !important}.sd-outline-secondary{border-color:var(--sd-color-secondary) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-secondary:focus,a.sd-outline-secondary:hover{border-color:var(--sd-color-secondary-highlight) !important}.sd-outline-success{border-color:var(--sd-color-success) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-success:focus,a.sd-outline-success:hover{border-color:var(--sd-color-success-highlight) !important}.sd-outline-info{border-color:var(--sd-color-info) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-info:focus,a.sd-outline-info:hover{border-color:var(--sd-color-info-highlight) !important}.sd-outline-warning{border-color:var(--sd-color-warning) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-warning:focus,a.sd-outline-warning:hover{border-color:var(--sd-color-warning-highlight) !important}.sd-outline-danger{border-color:var(--sd-color-danger) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-danger:focus,a.sd-outline-danger:hover{border-color:var(--sd-color-danger-highlight) !important}.sd-outline-light{border-color:var(--sd-color-light) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-light:focus,a.sd-outline-light:hover{border-color:var(--sd-color-light-highlight) !important}.sd-outline-muted{border-color:var(--sd-color-muted) !important;border-style:solid !important;border-width:1px !important}a.sd-outline-muted:focus,a.sd-outline-muted:hover{border-color:var(--sd-color-muted-highlight) !important}.sd-outline-dark{border-color:var(--sd-color-dark) !important;border-style:solid !important;border-width:1px 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.sd-summary-chevron-down{transform:rotate(180deg)}details.sd-dropdown:not([open]).sd-card{border:none}details.sd-dropdown:not([open])>.sd-card-header{border:1px solid var(--sd-color-card-border);border-radius:.25rem}details.sd-dropdown.sd-fade-in[open] summary~*{-moz-animation:sd-fade-in .5s ease-in-out;-webkit-animation:sd-fade-in .5s ease-in-out;animation:sd-fade-in .5s ease-in-out}details.sd-dropdown.sd-fade-in-slide-down[open] summary~*{-moz-animation:sd-fade-in .5s ease-in-out,sd-slide-down .5s ease-in-out;-webkit-animation:sd-fade-in .5s ease-in-out,sd-slide-down .5s ease-in-out;animation:sd-fade-in .5s ease-in-out,sd-slide-down .5s ease-in-out}.sd-col>.sd-dropdown{width:100%}.sd-summary-content>.sd-tab-set:first-child{margin-top:0}@keyframes sd-fade-in{0%{opacity:0}100%{opacity:1}}@keyframes sd-slide-down{0%{transform:translate(0, -10px)}100%{transform:translate(0, 0)}}.sd-tab-set{border-radius:.125rem;display:flex;flex-wrap:wrap;margin:1em 0;position:relative}.sd-tab-set>input{opacity:0;position:absolute}.sd-tab-set>input:checked+label{border-color:var(--sd-color-tabs-underline-active);color:var(--sd-color-tabs-label-active)}.sd-tab-set>input:checked+label+.sd-tab-content{display:block}.sd-tab-set>input:not(:checked)+label:hover{color:var(--sd-color-tabs-label-hover);border-color:var(--sd-color-tabs-underline-hover)}.sd-tab-set>input:focus+label{outline-style:auto}.sd-tab-set>input:not(.focus-visible)+label{outline:none;-webkit-tap-highlight-color:transparent}.sd-tab-set>label{border-bottom:.125rem solid transparent;margin-bottom:0;color:var(--sd-color-tabs-label-inactive);border-color:var(--sd-color-tabs-underline-inactive);cursor:pointer;font-size:var(--sd-fontsize-tabs-label);font-weight:700;padding:1em 1.25em .5em;transition:color 250ms;width:auto;z-index:1}html .sd-tab-set>label:hover{color:var(--sd-color-tabs-label-active)}.sd-col>.sd-tab-set{width:100%}.sd-tab-content{box-shadow:0 -0.0625rem var(--sd-color-tabs-overline),0 .0625rem var(--sd-color-tabs-underline);display:none;order:99;padding-bottom:.75rem;padding-top:.75rem;width:100%}.sd-tab-content>:first-child{margin-top:0 !important}.sd-tab-content>:last-child{margin-bottom:0 !important}.sd-tab-content>.sd-tab-set{margin:0}.sd-sphinx-override,.sd-sphinx-override *{-moz-box-sizing:border-box;-webkit-box-sizing:border-box;box-sizing:border-box}.sd-sphinx-override p{margin-top:0}:root{--sd-color-primary: #0071bc;--sd-color-secondary: #6c757d;--sd-color-success: #28a745;--sd-color-info: #17a2b8;--sd-color-warning: #f0b37e;--sd-color-danger: #dc3545;--sd-color-light: #f8f9fa;--sd-color-muted: #6c757d;--sd-color-dark: #212529;--sd-color-black: black;--sd-color-white: white;--sd-color-primary-highlight: #0060a0;--sd-color-secondary-highlight: #5c636a;--sd-color-success-highlight: #228e3b;--sd-color-info-highlight: #148a9c;--sd-color-warning-highlight: #cc986b;--sd-color-danger-highlight: #bb2d3b;--sd-color-light-highlight: #d3d4d5;--sd-color-muted-highlight: #5c636a;--sd-color-dark-highlight: #1c1f23;--sd-color-black-highlight: black;--sd-color-white-highlight: #d9d9d9;--sd-color-primary-bg: rgba(0, 113, 188, 0.2);--sd-color-secondary-bg: rgba(108, 117, 125, 0.2);--sd-color-success-bg: rgba(40, 167, 69, 0.2);--sd-color-info-bg: rgba(23, 162, 184, 0.2);--sd-color-warning-bg: rgba(240, 179, 126, 0.2);--sd-color-danger-bg: rgba(220, 53, 69, 0.2);--sd-color-light-bg: rgba(248, 249, 250, 0.2);--sd-color-muted-bg: rgba(108, 117, 125, 0.2);--sd-color-dark-bg: rgba(33, 37, 41, 0.2);--sd-color-black-bg: rgba(0, 0, 0, 0.2);--sd-color-white-bg: rgba(255, 255, 255, 0.2);--sd-color-primary-text: #fff;--sd-color-secondary-text: #fff;--sd-color-success-text: #fff;--sd-color-info-text: #fff;--sd-color-warning-text: #212529;--sd-color-danger-text: #fff;--sd-color-light-text: #212529;--sd-color-muted-text: #fff;--sd-color-dark-text: #fff;--sd-color-black-text: #fff;--sd-color-white-text: #212529;--sd-color-shadow: rgba(0, 0, 0, 0.15);--sd-color-card-border: rgba(0, 0, 0, 0.125);--sd-color-card-border-hover: hsla(231, 99%, 66%, 1);--sd-color-card-background: transparent;--sd-color-card-text: inherit;--sd-color-card-header: transparent;--sd-color-card-footer: transparent;--sd-color-tabs-label-active: hsla(231, 99%, 66%, 1);--sd-color-tabs-label-hover: hsla(231, 99%, 66%, 1);--sd-color-tabs-label-inactive: hsl(0, 0%, 66%);--sd-color-tabs-underline-active: hsla(231, 99%, 66%, 1);--sd-color-tabs-underline-hover: rgba(178, 206, 245, 0.62);--sd-color-tabs-underline-inactive: transparent;--sd-color-tabs-overline: rgb(222, 222, 222);--sd-color-tabs-underline: rgb(222, 222, 222);--sd-fontsize-tabs-label: 1rem;--sd-fontsize-dropdown: inherit;--sd-fontsize-dropdown-title: 1rem;--sd-fontweight-dropdown-title: 700}
diff --git a/_static/PyodideWebWorker.js b/_static/PyodideWebWorker.js
new file mode 100644
index 00000000..f39d760f
--- /dev/null
+++ b/_static/PyodideWebWorker.js
@@ -0,0 +1,224 @@
+importScripts("https://cdn.jsdelivr.net/pyodide/v0.25.0/full/pyodide.js");
+
+const QUEUE = [];
+
+const REQUIRES = {}
+
+function sendPatch(patch, buffers, cell_id) {
+  self.postMessage({
+    type: 'patch',
+    patch: patch,
+    buffers: buffers,
+    id: cell_id
+  })
+}
+
+function sendStdout(cell_id, stdout) {
+  self.postMessage({
+    type: 'stdout',
+    content: stdout,
+    id: cell_id
+  })
+}
+function sendStderr(cell_id, stderr) {
+  self.postMessage({
+    type: 'stderr',
+    content: stderr,
+    id: cell_id
+  })
+}
+
+async function loadApplication(cell_id, path) {
+  console.log("Loading pyodide!");
+  self.pyodide = await loadPyodide();
+  self.pyodide.globals.set("sendPatch", sendPatch);
+  self.pyodide.globals.set("sendStdout", sendStdout);
+  self.pyodide.globals.set("sendStderr", sendStderr);
+  console.log("Loaded!");
+  await self.pyodide.loadPackage("micropip");
+  const packages = ['https://cdn.holoviz.org/panel/1.5.4/dist/wheels/bokeh-3.6.2-py3-none-any.whl', 'https://cdn.holoviz.org/panel/1.5.4/dist/wheels/panel-1.5.4-py3-none-any.whl', 'lumen==0.7.0b4', 'requests', 'pandas', 'pyodide-http', 'holoviews>=1.15.1'];
+  if (path != null) {
+    for (const key of Object.keys(REQUIRES)) {
+      if (path.replace('.html', '').endsWith(key.replace('.md', ''))) {
+        for (const req of REQUIRES[key]) {
+          packages.push(req)
+        }
+      }
+    }
+  }
+
+  await self.pyodide.runPythonAsync("")
+  self.pyodide.runPython("import micropip")
+  for (const pkg of packages) {
+    self.postMessage({
+      type: 'loading',
+      msg: `Loading ${pkg}`,
+      id: cell_id
+    });
+    await self.pyodide.runPythonAsync(`
+      await micropip.install('${pkg}', keep_going=True);
+    `);
+  }
+  console.log("Packages loaded!");
+}
+
+const autodetect_deps_code = `
+import json
+try:
+    from panel.io.mime_render import find_requirements
+except Exception:
+    from panel.io.mime_render import find_imports as find_requirements
+json.dumps(find_requirements(msg.to_py()['code']))`
+
+const exec_code = `
+from functools import partial
+from panel.io.pyodide import pyrender
+from js import console
+
+msg = msg.to_py()
+code = msg['code']
+stdout_cb = partial(sendStdout, msg['id'])
+stderr_cb = partial(sendStderr, msg['id'])
+target = f"output-{msg['id']}"
+pyrender(code, stdout_cb, stderr_cb, target)`
+
+const onload_code = `
+msg = msg.to_py()
+if msg['mime'] == 'application/bokeh':
+    from panel.io.pyodide import _link_docs_worker
+    from panel.io.state import state
+    doc = state.cache[f"output-{msg['id']}"]
+    _link_docs_worker(doc, sendPatch, msg['id'], 'js')`
+
+const patch_code = `
+from panel import state
+
+try:
+    from pane.io.pyodide import _convert_json_patch
+    patch = _convert_json_patch(msg.patch)
+except:
+    patch = msg.patch.to_py()
+doc = state.cache[f"output-{msg.id}"]
+doc.apply_json_patch(patch, setter='js')`
+
+const MESSAGES = {
+  patch: patch_code,
+  execute: exec_code,
+  rendered: onload_code
+}
+
+self.onmessage = async (event) => {
+  let resolveExecution, rejectExecution;
+   const executing = new Promise(function(resolve, reject){
+    resolveExecution = resolve;
+    rejectExecution = reject;
+  });
+
+  const prev_msg = QUEUE[0]
+  const msg = {...event.data, executing}
+  QUEUE.unshift(msg)
+
+  if (prev_msg) {
+    self.postMessage({
+      type: 'loading',
+      msg: 'Awaiting previous cells',
+      id: msg.id
+    });
+    await prev_msg.executing
+  }
+
+  // Init pyodide
+  if (self.pyodide == null) {
+    self.postMessage({
+      type: 'loading',
+      msg: 'Loading pyodide',
+      id: msg.id
+    });
+    await loadApplication(msg.id, msg.path)
+    self.postMessage({
+      type: 'loaded',
+      id: msg.id
+    });
+  }
+
+  // Handle message
+  if (!MESSAGES.hasOwnProperty(msg.type)) {
+    console.warn(`Service worker received unknown message type '${msg.type}'.`)
+    resolveExecution()
+    self.postMessage({
+      type: 'idle',
+      id: msg.id
+    });
+    return
+  }
+
+  if (msg.type === 'execute') {
+    let deps
+    try {
+      self.pyodide.globals.set('msg', msg)
+      deps = self.pyodide.runPython(autodetect_deps_code)
+    } catch(e) {
+      deps = '[]'
+      console.warn(`Auto-detection of dependencies failed with error: ${e}`)
+    }
+    for (const pkg of JSON.parse(deps)) {
+      self.postMessage({
+        type: 'loading',
+        msg: `Loading ${pkg}`,
+        id: msg.id
+      });
+      try {
+        await self.pyodide.runPythonAsync(`await micropip.install('${pkg}', keep_going=True)`)
+      } catch(e) {
+        console.log(`Auto-detected dependency ${pkg} could not be installed.`)
+      }
+    }
+  }
+
+  try {
+    self.pyodide.globals.set('msg', msg)
+    let out = await self.pyodide.runPythonAsync(MESSAGES[msg.type])
+    resolveExecution()
+    if (out == null) {
+      out = new Map()
+    }
+    if (out.has('content')) {
+      self.postMessage({
+        type: 'render',
+        id: msg.id,
+        content: out.get('content'),
+        mime: out.get('mime_type')
+      });
+    }
+    if (out.has('stdout') && out.get('stdout').length) {
+      self.postMessage({
+        type: 'stdout',
+        content: out.get('stdout'),
+        id: msg.id
+      });
+    }
+    if (out.has('stderr') && out.get('stderr').length) {
+      self.postMessage({
+        type: 'stderr',
+        content: out.get('stderr'),
+        id: msg.id
+      });
+    }
+    self.postMessage({
+      type: 'idle',
+      id: msg.id,
+      uuid: msg.uuid
+    });
+  } catch (e) {
+    const traceback = `${e}`
+    const tblines = traceback.split('\n')
+    self.postMessage({
+      type: 'error',
+      traceback: traceback,
+      msg: tblines[tblines.length-2],
+      id: msg.id
+    });
+    resolveExecution()
+    throw(e)
+  }
+}
\ No newline at end of file
diff --git a/_static/ServiceHandler.js b/_static/ServiceHandler.js
new file mode 100644
index 00000000..77f3bac8
--- /dev/null
+++ b/_static/ServiceHandler.js
@@ -0,0 +1,15 @@
+if ('serviceWorker' in navigator) {
+  const url_root = document.getElementsByTagName('html')[0].getAttribute('data-content_root')
+  navigator.serviceWorker.register(`${url_root}PyodideServiceWorker.js`).then(reg => {
+    reg.onupdatefound = () => {
+      const installingWorker = reg.installing;
+      installingWorker.onstatechange = () => {
+        if (installingWorker.state === 'installed' &&
+            navigator.serviceWorker.controller) {
+          // Reload page if service worker is replaced
+          location.reload();
+        }
+      }
+    }
+  })
+}
\ No newline at end of file
diff --git a/_static/WorkerHandler.js b/_static/WorkerHandler.js
new file mode 100644
index 00000000..60993268
--- /dev/null
+++ b/_static/WorkerHandler.js
@@ -0,0 +1,113 @@
+const url_root = document.getElementsByTagName('html')[0].getAttribute('data-content_root')
+const pyodideWorker = new Worker(`${url_root}_static/PyodideWebWorker.js`);
+
+pyodideWorker.documents = {}
+pyodideWorker.busy = false
+pyodideWorker.queues = new Map()
+
+const patching = new Map();
+
+function uid() {
+  return String(
+    Date.now().toString(32) +
+      Math.random().toString(16)
+  ).replace(/\./g, '')
+}
+
+function send_change(jsdoc, doc_id, event) {
+  const patch_status = patching.get(doc_id) || 0
+  if ((event.setter_id == 'py') || (patch_status > 0)) {
+    return
+  } else if (pyodideWorker.busy && event.model && event.attr) {
+    let events = []
+    if (pyodideWorker.queues.has(doc_id)) {
+      for (const old_event of pyodideWorker.queues.get(doc_id)) {
+        if (!(old_event.model === event.model && old_event.attr === event.attr)) {
+          events.push(old_event)
+        }
+      }
+    }
+    events.push(event)
+    pyodideWorker.queues.set(doc_id, events)
+    return
+  }
+  const patch = jsdoc.create_json_patch([event])
+  const uuid = uid()
+  pyodideWorker.busy = uuid
+  pyodideWorker.postMessage({type: 'patch', patch: patch, id: doc_id, uuid})
+}
+
+pyodideWorker.onmessage = async (event) => {
+  const button = document.getElementById(`button-${event.data.id}`)
+  const output = document.getElementById(`output-${event.data.id}`)
+  const stdout = document.getElementById(`stdout-${event.data.id}`)
+  const stderr = document.getElementById(`stderr-${event.data.id}`)
+  const msg = event.data;
+
+  if (msg.uuid == pyodideWorker.busy) {
+    if (pyodideWorker.queues.size) {
+      const [msg_id, events] = pyodideWorker.queues.entries().next().value
+      const patch = pyodideWorker.documents[msg_id].create_json_patch(events)
+      const uuid = uid()
+      pyodideWorker.busy = uuid
+      pyodideWorker.postMessage({type: 'patch', patch: patch, id: msg_id, uuid})
+      pyodideWorker.queues.delete(msg_id)
+    } else {
+      pyodideWorker.busy = false
+    }
+  }
+
+  if (msg.type === 'loading') {
+    _ChangeTooltip(button, msg.msg)
+    _ChangeIcon(button, iconLoading)
+  } else if (msg.type === 'loaded') {
+    _ChangeTooltip(button, 'Executing code')
+  } else if (msg.type === 'error') {
+    _ChangeTooltip(button, msg.msg)
+    _ChangeIcon(button, iconError)
+  } else if (msg.type === 'idle') {
+    _ChangeTooltip(button, 'Executed successfully')
+    _ChangeIcon(button, iconLoaded)
+  } else if (msg.type === 'stdout') {
+    const stdout = document.getElementById(`stdout-${msg.id}`)
+    stdout.style.display = 'block';
+    stdout.innerHTML += msg.content
+  } else if (msg.type === 'stderr') {
+    const stderr = document.getElementById(`stderr-${msg.id}`)
+    stderr.style.display = 'block';
+    stderr.innerHTML += msg.content
+  } else if (msg.type === 'render') {
+    output.style.display = 'block';
+    output.setAttribute('class', 'pyodide-output live')
+    if (msg.mime === 'application/bokeh') {
+      const [view] = await Bokeh.embed.embed_item(JSON.parse(msg.content))
+
+      // Setup bi-directional syncing
+      pyodideWorker.documents[msg.id] = jsdoc = view.model.document
+      if (pyodideWorker.queues != null && pyodideWorker.queues.has(msg.id)) {
+        // Delete old message queue
+        pyodideWorker.queues.delete(msg.id)
+      }
+      jsdoc.on_change(send_change.bind(null, jsdoc, msg.id), false)
+    } else if (msg.mime === 'text/plain') {
+      output.innerHTML = `<pre>${msg.content}</pre>`;
+    } else if (msg.mime === 'text/html') {
+      output.innerHTML = `<div class="pyodide-output-wrapper">${msg.content}</div>`
+    }
+    pyodideWorker.postMessage({type: 'rendered', id: msg.id, mime: msg.mime})
+  } else if (msg.type === 'patch') {
+    let patch_status = patching.get(msg.id) || 0
+    patching.set(msg.id, patch_status+1)
+    try {
+      pyodideWorker.documents[msg.id].apply_json_patch(msg.patch, msg.buffers, setter_id='py')
+    } finally {
+      if (patch_status === 0) {
+        patching.delete(msg.id)
+      } else {
+        patching.set(msg.id, patch_status)
+      }
+    }
+  }
+};
+
+window.pyodideWorker = pyodideWorker;
\ No newline at end of file
diff --git a/_static/ai-diagram-dark.png b/_static/ai-diagram-dark.png
new file mode 100644
index 00000000..00ed43d7
Binary files /dev/null and b/_static/ai-diagram-dark.png differ
diff --git a/_static/ai-diagram.png b/_static/ai-diagram.png
new file mode 100644
index 00000000..99184f42
Binary files /dev/null and b/_static/ai-diagram.png differ
diff --git a/_static/basic.css b/_static/basic.css
new file mode 100644
index 00000000..2a9e4114
--- /dev/null
+++ b/_static/basic.css
@@ -0,0 +1,914 @@
+/*
+ * Sphinx stylesheet -- basic theme.
+ */
+
+/* -- main layout ----------------------------------------------------------- */
+
+div.clearer {
+    clear: both;
+}
+
+div.section::after {
+    display: block;
+    content: '';
+    clear: left;
+}
+
+/* -- relbar ---------------------------------------------------------------- */
+
+div.related {
+    width: 100%;
+    font-size: 90%;
+}
+
+div.related h3 {
+    display: none;
+}
+
+div.related ul {
+    margin: 0;
+    padding: 0 0 0 10px;
+    list-style: none;
+}
+
+div.related li {
+    display: inline;
+}
+
+div.related li.right {
+    float: right;
+    margin-right: 5px;
+}
+
+/* -- sidebar --------------------------------------------------------------- */
+
+div.sphinxsidebarwrapper {
+    padding: 10px 5px 0 10px;
+}
+
+div.sphinxsidebar {
+    float: left;
+    width: 270px;
+    margin-left: -100%;
+    font-size: 90%;
+    word-wrap: break-word;
+    overflow-wrap : break-word;
+}
+
+div.sphinxsidebar ul {
+    list-style: none;
+}
+
+div.sphinxsidebar ul ul,
+div.sphinxsidebar ul.want-points {
+    margin-left: 20px;
+    list-style: square;
+}
+
+div.sphinxsidebar ul ul {
+    margin-top: 0;
+    margin-bottom: 0;
+}
+
+div.sphinxsidebar form {
+    margin-top: 10px;
+}
+
+div.sphinxsidebar input {
+    border: 1px solid #98dbcc;
+    font-family: sans-serif;
+    font-size: 1em;
+}
+
+div.sphinxsidebar #searchbox form.search {
+    overflow: hidden;
+}
+
+div.sphinxsidebar #searchbox input[type="text"] {
+    float: left;
+    width: 80%;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+div.sphinxsidebar #searchbox input[type="submit"] {
+    float: left;
+    width: 20%;
+    border-left: none;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+
+img {
+    border: 0;
+    max-width: 100%;
+}
+
+/* -- search page ----------------------------------------------------------- */
+
+ul.search {
+    margin-top: 10px;
+}
+
+ul.search li {
+    padding: 5px 0;
+}
+
+ul.search li a {
+    font-weight: bold;
+}
+
+ul.search li p.context {
+    color: #888;
+    margin: 2px 0 0 30px;
+    text-align: left;
+}
+
+ul.keywordmatches li.goodmatch a {
+    font-weight: bold;
+}
+
+/* -- index page ------------------------------------------------------------ */
+
+table.contentstable {
+    width: 90%;
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.contentstable p.biglink {
+    line-height: 150%;
+}
+
+a.biglink {
+    font-size: 1.3em;
+}
+
+span.linkdescr {
+    font-style: italic;
+    padding-top: 5px;
+    font-size: 90%;
+}
+
+/* -- general index --------------------------------------------------------- */
+
+table.indextable {
+    width: 100%;
+}
+
+table.indextable td {
+    text-align: left;
+    vertical-align: top;
+}
+
+table.indextable ul {
+    margin-top: 0;
+    margin-bottom: 0;
+    list-style-type: none;
+}
+
+table.indextable > tbody > tr > td > ul {
+    padding-left: 0em;
+}
+
+table.indextable tr.pcap {
+    height: 10px;
+}
+
+table.indextable tr.cap {
+    margin-top: 10px;
+    background-color: #f2f2f2;
+}
+
+img.toggler {
+    margin-right: 3px;
+    margin-top: 3px;
+    cursor: pointer;
+}
+
+div.modindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+div.genindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+/* -- domain module index --------------------------------------------------- */
+
+table.modindextable td {
+    padding: 2px;
+    border-collapse: collapse;
+}
+
+/* -- general body styles --------------------------------------------------- */
+
+div.body {
+    min-width: 360px;
+    max-width: 800px;
+}
+
+div.body p, div.body dd, div.body li, div.body blockquote {
+    -moz-hyphens: auto;
+    -ms-hyphens: auto;
+    -webkit-hyphens: auto;
+    hyphens: auto;
+}
+
+a.headerlink {
+    visibility: hidden;
+}
+
+a:visited {
+    color: #551A8B;
+}
+
+h1:hover > a.headerlink,
+h2:hover > a.headerlink,
+h3:hover > a.headerlink,
+h4:hover > a.headerlink,
+h5:hover > a.headerlink,
+h6:hover > a.headerlink,
+dt:hover > a.headerlink,
+caption:hover > a.headerlink,
+p.caption:hover > a.headerlink,
+div.code-block-caption:hover > a.headerlink {
+    visibility: visible;
+}
+
+div.body p.caption {
+    text-align: inherit;
+}
+
+div.body td {
+    text-align: left;
+}
+
+.first {
+    margin-top: 0 !important;
+}
+
+p.rubric {
+    margin-top: 30px;
+    font-weight: bold;
+}
+
+img.align-left, figure.align-left, .figure.align-left, object.align-left {
+    clear: left;
+    float: left;
+    margin-right: 1em;
+}
+
+img.align-right, figure.align-right, .figure.align-right, object.align-right {
+    clear: right;
+    float: right;
+    margin-left: 1em;
+}
+
+img.align-center, figure.align-center, .figure.align-center, object.align-center {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+img.align-default, figure.align-default, .figure.align-default {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.align-left {
+    text-align: left;
+}
+
+.align-center {
+    text-align: center;
+}
+
+.align-default {
+    text-align: center;
+}
+
+.align-right {
+    text-align: right;
+}
+
+/* -- sidebars -------------------------------------------------------------- */
+
+div.sidebar,
+aside.sidebar {
+    margin: 0 0 0.5em 1em;
+    border: 1px solid #ddb;
+    padding: 7px;
+    background-color: #ffe;
+    width: 40%;
+    float: right;
+    clear: right;
+    overflow-x: auto;
+}
+
+p.sidebar-title {
+    font-weight: bold;
+}
+
+nav.contents,
+aside.topic,
+div.admonition, div.topic, blockquote {
+    clear: left;
+}
+
+/* -- topics ---------------------------------------------------------------- */
+
+nav.contents,
+aside.topic,
+div.topic {
+    border: 1px solid #ccc;
+    padding: 7px;
+    margin: 10px 0 10px 0;
+}
+
+p.topic-title {
+    font-size: 1.1em;
+    font-weight: bold;
+    margin-top: 10px;
+}
+
+/* -- admonitions ----------------------------------------------------------- */
+
+div.admonition {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    padding: 7px;
+}
+
+div.admonition dt {
+    font-weight: bold;
+}
+
+p.admonition-title {
+    margin: 0px 10px 5px 0px;
+    font-weight: bold;
+}
+
+div.body p.centered {
+    text-align: center;
+    margin-top: 25px;
+}
+
+/* -- content of sidebars/topics/admonitions -------------------------------- */
+
+div.sidebar > :last-child,
+aside.sidebar > :last-child,
+nav.contents > :last-child,
+aside.topic > :last-child,
+div.topic > :last-child,
+div.admonition > :last-child {
+    margin-bottom: 0;
+}
+
+div.sidebar::after,
+aside.sidebar::after,
+nav.contents::after,
+aside.topic::after,
+div.topic::after,
+div.admonition::after,
+blockquote::after {
+    display: block;
+    content: '';
+    clear: both;
+}
+
+/* -- tables ---------------------------------------------------------------- */
+
+table.docutils {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    border: 0;
+    border-collapse: collapse;
+}
+
+table.align-center {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.align-default {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table caption span.caption-number {
+    font-style: italic;
+}
+
+table caption span.caption-text {
+}
+
+table.docutils td, table.docutils th {
+    padding: 1px 8px 1px 5px;
+    border-top: 0;
+    border-left: 0;
+    border-right: 0;
+    border-bottom: 1px solid #aaa;
+}
+
+th {
+    text-align: left;
+    padding-right: 5px;
+}
+
+table.citation {
+    border-left: solid 1px gray;
+    margin-left: 1px;
+}
+
+table.citation td {
+    border-bottom: none;
+}
+
+th > :first-child,
+td > :first-child {
+    margin-top: 0px;
+}
+
+th > :last-child,
+td > :last-child {
+    margin-bottom: 0px;
+}
+
+/* -- figures --------------------------------------------------------------- */
+
+div.figure, figure {
+    margin: 0.5em;
+    padding: 0.5em;
+}
+
+div.figure p.caption, figcaption {
+    padding: 0.3em;
+}
+
+div.figure p.caption span.caption-number,
+figcaption span.caption-number {
+    font-style: italic;
+}
+
+div.figure p.caption span.caption-text,
+figcaption span.caption-text {
+}
+
+/* -- field list styles ----------------------------------------------------- */
+
+table.field-list td, table.field-list th {
+    border: 0 !important;
+}
+
+.field-list ul {
+    margin: 0;
+    padding-left: 1em;
+}
+
+.field-list p {
+    margin: 0;
+}
+
+.field-name {
+    -moz-hyphens: manual;
+    -ms-hyphens: manual;
+    -webkit-hyphens: manual;
+    hyphens: manual;
+}
+
+/* -- hlist styles ---------------------------------------------------------- */
+
+table.hlist {
+    margin: 1em 0;
+}
+
+table.hlist td {
+    vertical-align: top;
+}
+
+/* -- object description styles --------------------------------------------- */
+
+.sig {
+	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
+}
+
+.sig-name, code.descname {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+.sig-name {
+	font-size: 1.1em;
+}
+
+code.descname {
+    font-size: 1.2em;
+}
+
+.sig-prename, code.descclassname {
+    background-color: transparent;
+}
+
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
+.sig-param.n {
+	font-style: italic;
+}
+
+/* C++ specific styling */
+
+.sig-inline.c-texpr,
+.sig-inline.cpp-texpr {
+	font-family: unset;
+}
+
+.sig.c   .k, .sig.c   .kt,
+.sig.cpp .k, .sig.cpp .kt {
+	color: #0033B3;
+}
+
+.sig.c   .m,
+.sig.cpp .m {
+	color: #1750EB;
+}
+
+.sig.c   .s, .sig.c   .sc,
+.sig.cpp .s, .sig.cpp .sc {
+	color: #067D17;
+}
+
+
+/* -- other body styles ----------------------------------------------------- */
+
+ol.arabic {
+    list-style: decimal;
+}
+
+ol.loweralpha {
+    list-style: lower-alpha;
+}
+
+ol.upperalpha {
+    list-style: upper-alpha;
+}
+
+ol.lowerroman {
+    list-style: lower-roman;
+}
+
+ol.upperroman {
+    list-style: upper-roman;
+}
+
+:not(li) > ol > li:first-child > :first-child,
+:not(li) > ul > li:first-child > :first-child {
+    margin-top: 0px;
+}
+
+:not(li) > ol > li:last-child > :last-child,
+:not(li) > ul > li:last-child > :last-child {
+    margin-bottom: 0px;
+}
+
+ol.simple ol p,
+ol.simple ul p,
+ul.simple ol p,
+ul.simple ul p {
+    margin-top: 0;
+}
+
+ol.simple > li:not(:first-child) > p,
+ul.simple > li:not(:first-child) > p {
+    margin-top: 0;
+}
+
+ol.simple p,
+ul.simple p {
+    margin-bottom: 0;
+}
+
+aside.footnote > span,
+div.citation > span {
+    float: left;
+}
+aside.footnote > span:last-of-type,
+div.citation > span:last-of-type {
+  padding-right: 0.5em;
+}
+aside.footnote > p {
+  margin-left: 2em;
+}
+div.citation > p {
+  margin-left: 4em;
+}
+aside.footnote > p:last-of-type,
+div.citation > p:last-of-type {
+    margin-bottom: 0em;
+}
+aside.footnote > p:last-of-type:after,
+div.citation > p:last-of-type:after {
+    content: "";
+    clear: both;
+}
+
+dl.field-list {
+    display: grid;
+    grid-template-columns: fit-content(30%) auto;
+}
+
+dl.field-list > dt {
+    font-weight: bold;
+    word-break: break-word;
+    padding-left: 0.5em;
+    padding-right: 5px;
+}
+
+dl.field-list > dd {
+    padding-left: 0.5em;
+    margin-top: 0em;
+    margin-left: 0em;
+    margin-bottom: 0em;
+}
+
+dl {
+    margin-bottom: 15px;
+}
+
+dd > :first-child {
+    margin-top: 0px;
+}
+
+dd ul, dd table {
+    margin-bottom: 10px;
+}
+
+dd {
+    margin-top: 3px;
+    margin-bottom: 10px;
+    margin-left: 30px;
+}
+
+.sig dd {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+.sig dl {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+dl > dd:last-child,
+dl > dd:last-child > :last-child {
+    margin-bottom: 0;
+}
+
+dt:target, span.highlighted {
+    background-color: #fbe54e;
+}
+
+rect.highlighted {
+    fill: #fbe54e;
+}
+
+dl.glossary dt {
+    font-weight: bold;
+    font-size: 1.1em;
+}
+
+.versionmodified {
+    font-style: italic;
+}
+
+.system-message {
+    background-color: #fda;
+    padding: 5px;
+    border: 3px solid red;
+}
+
+.footnote:target  {
+    background-color: #ffa;
+}
+
+.line-block {
+    display: block;
+    margin-top: 1em;
+    margin-bottom: 1em;
+}
+
+.line-block .line-block {
+    margin-top: 0;
+    margin-bottom: 0;
+    margin-left: 1.5em;
+}
+
+.guilabel, .menuselection {
+    font-family: sans-serif;
+}
+
+.accelerator {
+    text-decoration: underline;
+}
+
+.classifier {
+    font-style: oblique;
+}
+
+.classifier:before {
+    font-style: normal;
+    margin: 0 0.5em;
+    content: ":";
+    display: inline-block;
+}
+
+abbr, acronym {
+    border-bottom: dotted 1px;
+    cursor: help;
+}
+
+.translated {
+    background-color: rgba(207, 255, 207, 0.2)
+}
+
+.untranslated {
+    background-color: rgba(255, 207, 207, 0.2)
+}
+
+/* -- code displays --------------------------------------------------------- */
+
+pre {
+    overflow: auto;
+    overflow-y: hidden;  /* fixes display issues on Chrome browsers */
+}
+
+pre, div[class*="highlight-"] {
+    clear: both;
+}
+
+span.pre {
+    -moz-hyphens: none;
+    -ms-hyphens: none;
+    -webkit-hyphens: none;
+    hyphens: none;
+    white-space: nowrap;
+}
+
+div[class*="highlight-"] {
+    margin: 1em 0;
+}
+
+td.linenos pre {
+    border: 0;
+    background-color: transparent;
+    color: #aaa;
+}
+
+table.highlighttable {
+    display: block;
+}
+
+table.highlighttable tbody {
+    display: block;
+}
+
+table.highlighttable tr {
+    display: flex;
+}
+
+table.highlighttable td {
+    margin: 0;
+    padding: 0;
+}
+
+table.highlighttable td.linenos {
+    padding-right: 0.5em;
+}
+
+table.highlighttable td.code {
+    flex: 1;
+    overflow: hidden;
+}
+
+.highlight .hll {
+    display: block;
+}
+
+div.highlight pre,
+table.highlighttable pre {
+    margin: 0;
+}
+
+div.code-block-caption + div {
+    margin-top: 0;
+}
+
+div.code-block-caption {
+    margin-top: 1em;
+    padding: 2px 5px;
+    font-size: small;
+}
+
+div.code-block-caption code {
+    background-color: transparent;
+}
+
+table.highlighttable td.linenos,
+span.linenos,
+div.highlight span.gp {  /* gp: Generic.Prompt */
+  user-select: none;
+  -webkit-user-select: text; /* Safari fallback only */
+  -webkit-user-select: none; /* Chrome/Safari */
+  -moz-user-select: none; /* Firefox */
+  -ms-user-select: none; /* IE10+ */
+}
+
+div.code-block-caption span.caption-number {
+    padding: 0.1em 0.3em;
+    font-style: italic;
+}
+
+div.code-block-caption span.caption-text {
+}
+
+div.literal-block-wrapper {
+    margin: 1em 0;
+}
+
+code.xref, a code {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+h1 code, h2 code, h3 code, h4 code, h5 code, h6 code {
+    background-color: transparent;
+}
+
+.viewcode-link {
+    float: right;
+}
+
+.viewcode-back {
+    float: right;
+    font-family: sans-serif;
+}
+
+div.viewcode-block:target {
+    margin: -1px -10px;
+    padding: 0 10px;
+}
+
+/* -- math display ---------------------------------------------------------- */
+
+img.math {
+    vertical-align: middle;
+}
+
+div.body div.math p {
+    text-align: center;
+}
+
+span.eqno {
+    float: right;
+}
+
+span.eqno a.headerlink {
+    position: absolute;
+    z-index: 1;
+}
+
+div.math:hover a.headerlink {
+    visibility: visible;
+}
+
+/* -- printout stylesheet --------------------------------------------------- */
+
+@media print {
+    div.document,
+    div.documentwrapper,
+    div.bodywrapper {
+        margin: 0 !important;
+        width: 100%;
+    }
+
+    div.sphinxsidebar,
+    div.related,
+    div.footer,
+    #top-link {
+        display: none;
+    }
+}
\ No newline at end of file
diff --git a/_static/bikes.png b/_static/bikes.png
new file mode 100644
index 00000000..803908b2
Binary files /dev/null and b/_static/bikes.png differ
diff --git a/_static/builder_dashboard.png b/_static/builder_dashboard.png
new file mode 100644
index 00000000..8ff1be22
Binary files /dev/null and b/_static/builder_dashboard.png differ
diff --git a/_static/check-solid.svg b/_static/check-solid.svg
new file mode 100644
index 00000000..92fad4b5
--- /dev/null
+++ b/_static/check-solid.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>
diff --git a/_static/clipboard.min.js b/_static/clipboard.min.js
new file mode 100644
index 00000000..54b3c463
--- /dev/null
+++ b/_static/clipboard.min.js
@@ -0,0 +1,7 @@
+/*!
+ * clipboard.js v2.0.8
+ * https://clipboardjs.com/
+ *
+ * Licensed MIT © Zeno Rocha
+ */
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},i="";return"string"==typeof t?(e=t,n="rtl"===document.documentElement.getAttribute("dir"),(o=document.createElement("textarea")).style.fontSize="12pt",o.style.border="0",o.style.padding="0",o.style.margin="0",o.style.position="absolute",o.style[n?"right":"left"]="-9999px",n=window.pageYOffset||document.documentElement.scrollTop,o.style.top="".concat(n,"px"),o.setAttribute("readonly",""),o.value=e,o=o,r.container.appendChild(o),i=c()(o),a("copy"),o.remove()):(i=c()(t),a("copy")),i};function r(t){return(r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==r(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. 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You can\'t cut text from elements with "readonly" or "disabled" attributes')}return t?l(t,{container:o}):e?"cut"===n?f(e):l(e,{container:o}):void 0};function d(t){return(d="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}function p(t,e){for(var n=0;n<e.length;n++){var o=e[n];o.enumerable=o.enumerable||!1,o.configurable=!0,"value"in o&&(o.writable=!0),Object.defineProperty(t,o.key,o)}}function y(t,e){return(y=Object.setPrototypeOf||function(t,e){return t.__proto__=e,t})(t,e)}function h(n){var o=function(){if("undefined"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if("function"==typeof Proxy)return!0;try{return Date.prototype.toString.call(Reflect.construct(Date,[],function(){})),!0}catch(t){return!1}}();return function(){var t,e=m(n);return t=o?(t=m(this).constructor,Reflect.construct(e,arguments,t)):e.apply(this,arguments),e=this,!(t=t)||"object"!==d(t)&&"function"!=typeof t?function(t){if(void 0!==t)return t;throw new ReferenceError("this hasn't been initialised - super() hasn't been called")}(e):t}}function m(t){return(m=Object.setPrototypeOf?Object.getPrototypeOf:function(t){return t.__proto__||Object.getPrototypeOf(t)})(t)}function v(t,e){t="data-clipboard-".concat(t);if(e.hasAttribute(t))return e.getAttribute(t)}var o=function(){!function(t,e){if("function"!=typeof e&&null!==e)throw new TypeError("Super expression must either be null or a function");t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,writable:!0,configurable:!0}}),e&&y(t,e)}(r,i());var t,e,n,o=h(r);function r(t,e){var n;return function(t){if(!(t instanceof r))throw new TypeError("Cannot call a class as a function")}(this),(n=o.call(this)).resolveOptions(e),n.listenClick(t),n}return t=r,n=[{key:"copy",value:function(t){var e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body};return l(t,e)}},{key:"cut",value:function(t){return f(t)}},{key:"isSupported",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:["copy","cut"],t="string"==typeof t?[t]:t,e=!!document.queryCommandSupported;return t.forEach(function(t){e=e&&!!document.queryCommandSupported(t)}),e}}],(e=[{key:"resolveOptions",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{};this.action="function"==typeof t.action?t.action:this.defaultAction,this.target="function"==typeof t.target?t.target:this.defaultTarget,this.text="function"==typeof t.text?t.text:this.defaultText,this.container="object"===d(t.container)?t.container:document.body}},{key:"listenClick",value:function(t){var e=this;this.listener=u()(t,"click",function(t){return e.onClick(t)})}},{key:"onClick",value:function(t){var e=t.delegateTarget||t.currentTarget,t=s({action:this.action(e),container:this.container,target:this.target(e),text:this.text(e)});this.emit(t?"success":"error",{action:this.action,text:t,trigger:e,clearSelection:function(){e&&e.focus(),document.activeElement.blur(),window.getSelection().removeAllRanges()}})}},{key:"defaultAction",value:function(t){return v("action",t)}},{key:"defaultTarget",value:function(t){t=v("target",t);if(t)return document.querySelector(t)}},{key:"defaultText",value:function(t){return v("text",t)}},{key:"destroy",value:function(){this.listener.destroy()}}])&&p(t.prototype,e),n&&p(t,n),r}()},828:function(t){var e;"undefined"==typeof Element||Element.prototype.matches||((e=Element.prototype).matches=e.matchesSelector||e.mozMatchesSelector||e.msMatchesSelector||e.oMatchesSelector||e.webkitMatchesSelector),t.exports=function(t,e){for(;t&&9!==t.nodeType;){if("function"==typeof t.matches&&t.matches(e))return t;t=t.parentNode}}},438:function(t,e,n){var u=n(828);function i(t,e,n,o,r){var i=function(e,n,t,o){return function(t){t.delegateTarget=u(t.target,n),t.delegateTarget&&o.call(e,t)}}.apply(this,arguments);return t.addEventListener(n,i,r),{destroy:function(){t.removeEventListener(n,i,r)}}}t.exports=function(t,e,n,o,r){return"function"==typeof t.addEventListener?i.apply(null,arguments):"function"==typeof n?i.bind(null,document).apply(null,arguments):("string"==typeof t&&(t=document.querySelectorAll(t)),Array.prototype.map.call(t,function(t){return i(t,e,n,o,r)}))}},879:function(t,n){n.node=function(t){return void 0!==t&&t instanceof HTMLElement&&1===t.nodeType},n.nodeList=function(t){var e=Object.prototype.toString.call(t);return void 0!==t&&("[object NodeList]"===e||"[object HTMLCollection]"===e)&&"length"in t&&(0===t.length||n.node(t[0]))},n.string=function(t){return"string"==typeof t||t instanceof String},n.fn=function(t){return"[object Function]"===Object.prototype.toString.call(t)}},370:function(t,e,n){var f=n(879),l=n(438);t.exports=function(t,e,n){if(!t&&!e&&!n)throw new Error("Missing required arguments");if(!f.string(e))throw new TypeError("Second argument must be a String");if(!f.fn(n))throw new TypeError("Third argument must be a Function");if(f.node(t))return c=e,a=n,(u=t).addEventListener(c,a),{destroy:function(){u.removeEventListener(c,a)}};if(f.nodeList(t))return o=t,r=e,i=n,Array.prototype.forEach.call(o,function(t){t.addEventListener(r,i)}),{destroy:function(){Array.prototype.forEach.call(o,function(t){t.removeEventListener(r,i)})}};if(f.string(t))return t=t,e=e,n=n,l(document.body,t,e,n);throw new TypeError("First argument must be a String, HTMLElement, HTMLCollection, or NodeList");var o,r,i,u,c,a}},817:function(t){t.exports=function(t){var e,n="SELECT"===t.nodeName?(t.focus(),t.value):"INPUT"===t.nodeName||"TEXTAREA"===t.nodeName?((e=t.hasAttribute("readonly"))||t.setAttribute("readonly",""),t.select(),t.setSelectionRange(0,t.value.length),e||t.removeAttribute("readonly"),t.value):(t.hasAttribute("contenteditable")&&t.focus(),n=window.getSelection(),(e=document.createRange()).selectNodeContents(t),n.removeAllRanges(),n.addRange(e),n.toString());return n}},279:function(t){function e(){}e.prototype={on:function(t,e,n){var o=this.e||(this.e={});return(o[t]||(o[t]=[])).push({fn:e,ctx:n}),this},once:function(t,e,n){var o=this;function r(){o.off(t,r),e.apply(n,arguments)}return r._=e,this.on(t,r,n)},emit:function(t){for(var e=[].slice.call(arguments,1),n=((this.e||(this.e={}))[t]||[]).slice(),o=0,r=n.length;o<r;o++)n[o].fn.apply(n[o].ctx,e);return this},off:function(t,e){var n=this.e||(this.e={}),o=n[t],r=[];if(o&&e)for(var i=0,u=o.length;i<u;i++)o[i].fn!==e&&o[i].fn._!==e&&r.push(o[i]);return r.length?n[t]=r:delete n[t],this}},t.exports=e,t.exports.TinyEmitter=e}},r={},o.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return o.d(e,{a:e}),e},o.d=function(t,e){for(var n in e)o.o(e,n)&&!o.o(t,n)&&Object.defineProperty(t,n,{enumerable:!0,get:e[n]})},o.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},o(686).default;function o(t){if(r[t])return r[t].exports;var e=r[t]={exports:{}};return n[t](e,e.exports,o),e.exports}var n,r});
\ No newline at end of file
diff --git a/_static/config_editor.png b/_static/config_editor.png
new file mode 100644
index 00000000..8d730a6d
Binary files /dev/null and b/_static/config_editor.png differ
diff --git a/_static/copy-button.svg b/_static/copy-button.svg
new file mode 100644
index 00000000..9c074dae
--- /dev/null
+++ b/_static/copy-button.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <rect x="8" y="8" width="12" height="12" rx="2" />
+  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
+</svg>
diff --git a/_static/copybutton.css b/_static/copybutton.css
new file mode 100644
index 00000000..f1916ec7
--- /dev/null
+++ b/_static/copybutton.css
@@ -0,0 +1,94 @@
+/* Copy buttons */
+button.copybtn {
+    position: absolute;
+    display: flex;
+    top: .3em;
+    right: .3em;
+    width: 1.7em;
+    height: 1.7em;
+	opacity: 0;
+    transition: opacity 0.3s, border .3s, background-color .3s;
+    user-select: none;
+    padding: 0;
+    border: none;
+    outline: none;
+    border-radius: 0.4em;
+    /* The colors that GitHub uses */
+    border: #1b1f2426 1px solid;
+    background-color: #f6f8fa;
+    color: #57606a;
+}
+
+button.copybtn.success {
+    border-color: #22863a;
+    color: #22863a;
+}
+
+button.copybtn svg {
+    stroke: currentColor;
+    width: 1.5em;
+    height: 1.5em;
+    padding: 0.1em;
+}
+
+div.highlight  {
+    position: relative;
+}
+
+/* Show the copybutton */
+.highlight:hover button.copybtn, button.copybtn.success {
+	opacity: 1;
+}
+
+.highlight button.copybtn:hover {
+    background-color: rgb(235, 235, 235);
+}
+
+.highlight button.copybtn:active {
+    background-color: rgb(187, 187, 187);
+}
+
+/**
+ * A minimal CSS-only tooltip copied from:
+ *   https://codepen.io/mildrenben/pen/rVBrpK
+ *
+ * To use, write HTML like the following:
+ *
+ * <p class="o-tooltip--left" data-tooltip="Hey">Short</p>
+ */
+ .o-tooltip--left {
+  position: relative;
+ }
+
+ .o-tooltip--left:after {
+    opacity: 0;
+    visibility: hidden;
+    position: absolute;
+    content: attr(data-tooltip);
+    padding: .2em;
+    font-size: .8em;
+    left: -.2em;
+    background: grey;
+    color: white;
+    white-space: nowrap;
+    z-index: 2;
+    border-radius: 2px;
+    transform: translateX(-102%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+}
+
+.o-tooltip--left:hover:after {
+    display: block;
+    opacity: 1;
+    visibility: visible;
+    transform: translateX(-100%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+    transition-delay: .5s;
+}
+
+/* By default the copy button shouldn't show up when printing a page */
+@media print {
+    button.copybtn {
+        display: none;
+    }
+}
diff --git a/_static/copybutton.js b/_static/copybutton.js
new file mode 100644
index 00000000..2ea7ff3e
--- /dev/null
+++ b/_static/copybutton.js
@@ -0,0 +1,248 @@
+// Localization support
+const messages = {
+  'en': {
+    'copy': 'Copy',
+    'copy_to_clipboard': 'Copy to clipboard',
+    'copy_success': 'Copied!',
+    'copy_failure': 'Failed to copy',
+  },
+  'es' : {
+    'copy': 'Copiar',
+    'copy_to_clipboard': 'Copiar al portapapeles',
+    'copy_success': '¡Copiado!',
+    'copy_failure': 'Error al copiar',
+  },
+  'de' : {
+    'copy': 'Kopieren',
+    'copy_to_clipboard': 'In die Zwischenablage kopieren',
+    'copy_success': 'Kopiert!',
+    'copy_failure': 'Fehler beim Kopieren',
+  },
+  'fr' : {
+    'copy': 'Copier',
+    'copy_to_clipboard': 'Copier dans le presse-papier',
+    'copy_success': 'Copié !',
+    'copy_failure': 'Échec de la copie',
+  },
+  'ru': {
+    'copy': 'Скопировать',
+    'copy_to_clipboard': 'Скопировать в буфер',
+    'copy_success': 'Скопировано!',
+    'copy_failure': 'Не удалось скопировать',
+  },
+  'zh-CN': {
+    'copy': '复制',
+    'copy_to_clipboard': '复制到剪贴板',
+    'copy_success': '复制成功!',
+    'copy_failure': '复制失败',
+  },
+  'it' : {
+    'copy': 'Copiare',
+    'copy_to_clipboard': 'Copiato negli appunti',
+    'copy_success': 'Copiato!',
+    'copy_failure': 'Errore durante la copia',
+  }
+}
+
+let locale = 'en'
+if( document.documentElement.lang !== undefined
+    && messages[document.documentElement.lang] !== undefined ) {
+  locale = document.documentElement.lang
+}
+
+let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT;
+if (doc_url_root == '#') {
+    doc_url_root = '';
+}
+
+/**
+ * SVG files for our copy buttons
+ */
+let iconCheck = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <title>${messages[locale]['copy_success']}</title>
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>`
+
+// If the user specified their own SVG use that, otherwise use the default
+let iconCopy = ``;
+if (!iconCopy) {
+  iconCopy = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <title>${messages[locale]['copy_to_clipboard']}</title>
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <rect x="8" y="8" width="12" height="12" rx="2" />
+  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
+</svg>`
+}
+
+/**
+ * Set up copy/paste for code blocks
+ */
+
+const runWhenDOMLoaded = cb => {
+  if (document.readyState != 'loading') {
+    cb()
+  } else if (document.addEventListener) {
+    document.addEventListener('DOMContentLoaded', cb)
+  } else {
+    document.attachEvent('onreadystatechange', function() {
+      if (document.readyState == 'complete') cb()
+    })
+  }
+}
+
+const codeCellId = index => `codecell${index}`
+
+// Clears selected text since ClipboardJS will select the text when copying
+const clearSelection = () => {
+  if (window.getSelection) {
+    window.getSelection().removeAllRanges()
+  } else if (document.selection) {
+    document.selection.empty()
+  }
+}
+
+// Changes tooltip text for a moment, then changes it back
+// We want the timeout of our `success` class to be a bit shorter than the
+// tooltip and icon change, so that we can hide the icon before changing back.
+var timeoutIcon = 2000;
+var timeoutSuccessClass = 1500;
+
+const temporarilyChangeTooltip = (el, oldText, newText) => {
+  el.setAttribute('data-tooltip', newText)
+  el.classList.add('success')
+  // Remove success a little bit sooner than we change the tooltip
+  // So that we can use CSS to hide the copybutton first
+  setTimeout(() => el.classList.remove('success'), timeoutSuccessClass)
+  setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon)
+}
+
+// Changes the copy button icon for two seconds, then changes it back
+const temporarilyChangeIcon = (el) => {
+  el.innerHTML = iconCheck;
+  setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon)
+}
+
+const addCopyButtonToCodeCells = () => {
+  // If ClipboardJS hasn't loaded, wait a bit and try again. This
+  // happens because we load ClipboardJS asynchronously.
+  if (window.ClipboardJS === undefined) {
+    setTimeout(addCopyButtonToCodeCells, 250)
+    return
+  }
+
+  // Add copybuttons to all of our code cells
+  const COPYBUTTON_SELECTOR = 'div.highlight pre';
+  const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR)
+  codeCells.forEach((codeCell, index) => {
+    const id = codeCellId(index)
+    codeCell.setAttribute('id', id)
+
+    const clipboardButton = id =>
+    `<button class="copybtn o-tooltip--left" data-tooltip="${messages[locale]['copy']}" data-clipboard-target="#${id}">
+      ${iconCopy}
+    </button>`
+    codeCell.insertAdjacentHTML('afterend', clipboardButton(id))
+  })
+
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+/**
+ * Removes excluded text from a Node.
+ *
+ * @param {Node} target Node to filter.
+ * @param {string} exclude CSS selector of nodes to exclude.
+ * @returns {DOMString} Text from `target` with text removed.
+ */
+function filterText(target, exclude) {
+    const clone = target.cloneNode(true);  // clone as to not modify the live DOM
+    if (exclude) {
+        // remove excluded nodes
+        clone.querySelectorAll(exclude).forEach(node => node.remove());
+    }
+    return clone.innerText;
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
+
+
+var copyTargetText = (trigger) => {
+  var target = document.querySelector(trigger.attributes['data-clipboard-target'].value);
+
+  // get filtered text
+  let exclude = '.linenos';
+
+  let text = filterText(target, exclude);
+  return formatCopyText(text, '', false, true, true, true, '', '')
+}
+
+  // Initialize with a callback so we can modify the text before copy
+  const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText})
+
+  // Update UI with error/success messages
+  clipboard.on('success', event => {
+    clearSelection()
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success'])
+    temporarilyChangeIcon(event.trigger)
+  })
+
+  clipboard.on('error', event => {
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure'])
+  })
+}
+
+runWhenDOMLoaded(addCopyButtonToCodeCells)
\ No newline at end of file
diff --git a/_static/copybutton_funcs.js b/_static/copybutton_funcs.js
new file mode 100644
index 00000000..dbe1aaad
--- /dev/null
+++ b/_static/copybutton_funcs.js
@@ -0,0 +1,73 @@
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+/**
+ * Removes excluded text from a Node.
+ *
+ * @param {Node} target Node to filter.
+ * @param {string} exclude CSS selector of nodes to exclude.
+ * @returns {DOMString} Text from `target` with text removed.
+ */
+export function filterText(target, exclude) {
+    const clone = target.cloneNode(true);  // clone as to not modify the live DOM
+    if (exclude) {
+        // remove excluded nodes
+        clone.querySelectorAll(exclude).forEach(node => node.remove());
+    }
+    return clone.innerText;
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
diff --git a/_static/custom.css b/_static/custom.css
new file mode 100644
index 00000000..ce178f2b
--- /dev/null
+++ b/_static/custom.css
@@ -0,0 +1,130 @@
+:root[data-theme="light"] {
+    --pst-color-primary: rgb(47, 47, 47);
+    --pst-color-link: deeppink;
+}
+
+@media (min-width: 960px) {
+    .bd-page-width {
+        max-width: 120rem;
+    }
+}
+
+.bd-sidebar-primary {
+    max-width: 24rem;
+}
+
+.bd-main .bd-content .bd-article-container {
+    max-width: 80rem;
+}
+
+.navbar-light {
+    background-color: #fff !important;
+    box-shadow: 0 0.125rem 0.25rem 0 rgb(0 0 0 / 11%);
+}
+
+.nav-link {
+    white-space: nowrap;
+}
+
+.showcase-table {
+    border-spacing: 15px
+}
+
+.showcase-table td {
+    border: 0px;
+    vertical-align: top;
+}
+
+.pl-md-5, .px-md-5 {
+    padding-left: 1rem !important;
+}
+
+.pt-md-5, .py-md-5 {
+    padding-top: 1rem !important;
+}
+
+.cell_output {
+    padding-left: 0;
+}
+
+@media (min-width: 1200px) {
+    .container, .container-lg, .container-md, .container-sm, .container-xl {
+	max-width: 1600px;
+    }
+}
+
+#scroller-right {
+    max-width: 14%;
+}
+
+@media (max-width: 1400px) {
+    #scroller-right {
+	position: relative;
+	right: unset;
+	top: unset;
+	max-width: 100%;
+	transform: unset;
+    }
+}
+
+button.toggle-button {
+    display: none;
+}
+
+.toggle-hidden:not(.admonition) {
+    height: 0;
+}
+
+.tag_hide-input {
+    margin-bottom: 0 !important;
+}
+
+.toggle-hidden + .cell_output {
+    margin-top: 0 !important;
+}
+
+/* Improve styling */
+
+div.cell div.cell_input {
+    border: none;
+}
+
+.highlight {
+    border-radius: 4px;
+}
+
+html[data-theme="light"] .highlight {
+    background-color: #263238;
+    color: #f8f8f2;
+}
+
+pre[id^='codecell'] {
+    background-color: unset;
+    border: none;
+    border-radius: 0.5em;
+    color: #f8f8f2;
+    box-shadow: none;
+    padding: 1.5em;
+    white-space: pre-wrap;
+}
+
+button.copybtn {
+    background-color: #263238;
+}
+
+button.copybtn:hover {
+    background-color: #263238;
+    color: #f8f8f2;
+}
+
+.highlight button.copybtn:hover {
+    background: none
+}
+
+.o-tooltip--left:after {
+    background: none;
+}
+
+ul.current.nav.bd-sidenav {
+    padding: 0;
+}
diff --git a/_static/dashboard_gallery.png b/_static/dashboard_gallery.png
new file mode 100644
index 00000000..0f01baed
Binary files /dev/null and b/_static/dashboard_gallery.png differ
diff --git a/_static/dataframe.css b/_static/dataframe.css
new file mode 100644
index 00000000..8330db60
--- /dev/null
+++ b/_static/dataframe.css
@@ -0,0 +1,41 @@
+table.dataframe {
+    margin-left: auto;
+    margin-right: auto;
+    border: none;
+    border-collapse: collapse;
+    border-spacing: 0;
+    color: black;
+    font-size: 12px;
+    table-layout: fixed;
+    width: 100%;
+}
+
+.dataframe tr, .dataframe th, .dataframe td {
+    text-align: right;
+    vertical-align: middle;
+    padding: 0.5em 0.5em !important;
+    line-height: normal;
+    white-space: normal;
+    max-width: none;
+    border: none;
+}
+
+.dataframe tbody {
+    display: table-row-group;
+    vertical-align: middle;
+    border-color: inherit;
+}
+
+.dataframe tbody tr:nth-child(odd) {
+    background: #f5f5f5;
+}
+
+.dataframe thead {
+    border-bottom: 1px solid black;
+    vertical-align: bottom;
+}
+
+.dataframe tr:hover {
+    background: lightblue !important;
+    cursor: pointer;
+}
diff --git a/_static/design-tabs.js b/_static/design-tabs.js
new file mode 100644
index 00000000..b25bd6a4
--- /dev/null
+++ b/_static/design-tabs.js
@@ -0,0 +1,101 @@
+// @ts-check
+
+// Extra JS capability for selected tabs to be synced
+// The selection is stored in local storage so that it persists across page loads.
+
+/**
+ * @type {Record<string, HTMLElement[]>}
+ */
+let sd_id_to_elements = {};
+const storageKeyPrefix = "sphinx-design-tab-id-";
+
+/**
+ * Create a key for a tab element.
+ * @param {HTMLElement} el - The tab element.
+ * @returns {[string, string, string] | null} - The key.
+ *
+ */
+function create_key(el) {
+  let syncId = el.getAttribute("data-sync-id");
+  let syncGroup = el.getAttribute("data-sync-group");
+  if (!syncId || !syncGroup) return null;
+  return [syncGroup, syncId, syncGroup + "--" + syncId];
+}
+
+/**
+ * Initialize the tab selection.
+ *
+ */
+function ready() {
+  // Find all tabs with sync data
+
+  /** @type {string[]} */
+  let groups = [];
+
+  document.querySelectorAll(".sd-tab-label").forEach((label) => {
+    if (label instanceof HTMLElement) {
+      let data = create_key(label);
+      if (data) {
+        let [group, id, key] = data;
+
+        // add click event listener
+        // @ts-ignore
+        label.onclick = onSDLabelClick;
+
+        // store map of key to elements
+        if (!sd_id_to_elements[key]) {
+          sd_id_to_elements[key] = [];
+        }
+        sd_id_to_elements[key].push(label);
+
+        if (groups.indexOf(group) === -1) {
+          groups.push(group);
+          // Check if a specific tab has been selected via URL parameter
+          const tabParam = new URLSearchParams(window.location.search).get(
+            group
+          );
+          if (tabParam) {
+            console.log(
+              "sphinx-design: Selecting tab id for group '" +
+                group +
+                "' from URL parameter: " +
+                tabParam
+            );
+            window.sessionStorage.setItem(storageKeyPrefix + group, tabParam);
+          }
+        }
+
+        // Check is a specific tab has been selected previously
+        let previousId = window.sessionStorage.getItem(
+          storageKeyPrefix + group
+        );
+        if (previousId === id) {
+          // console.log(
+          //   "sphinx-design: Selecting tab from session storage: " + id
+          // );
+          // @ts-ignore
+          label.previousElementSibling.checked = true;
+        }
+      }
+    }
+  });
+}
+
+/**
+ *  Activate other tabs with the same sync id.
+ *
+ * @this {HTMLElement} - The element that was clicked.
+ */
+function onSDLabelClick() {
+  let data = create_key(this);
+  if (!data) return;
+  let [group, id, key] = data;
+  for (const label of sd_id_to_elements[key]) {
+    if (label === this) continue;
+    // @ts-ignore
+    label.previousElementSibling.checked = true;
+  }
+  window.sessionStorage.setItem(storageKeyPrefix + group, id);
+}
+
+document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/_static/diagram.png b/_static/diagram.png
new file mode 100644
index 00000000..c33ba656
Binary files /dev/null and b/_static/diagram.png differ
diff --git a/_static/diagram.svg b/_static/diagram.svg
new file mode 100644
index 00000000..5be55d86
--- /dev/null
+++ b/_static/diagram.svg
@@ -0,0 +1,721 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg
+   width="770.52979mm"
+   height="228.87286mm"
+   viewBox="0 0 770.52978 228.87286"
+   version="1.1"
+   id="svg8"
+   sodipodi:docname="diagram.svg"
+   xml:space="preserve"
+   inkscape:export-filename="diagram.png"
+   inkscape:export-xdpi="96"
+   inkscape:export-ydpi="96"
+   inkscape:version="1.3 (0e150ed6c4, 2023-07-21)"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:dc="http://purl.org/dc/elements/1.1/"><sodipodi:namedview
+     id="namedview1"
+     pagecolor="#ffffff"
+     bordercolor="#000000"
+     borderopacity="0.25"
+     inkscape:showpageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:deskcolor="#d1d1d1"
+     inkscape:document-units="mm"
+     inkscape:zoom="1"
+     inkscape:cx="2038.5"
+     inkscape:cy="226"
+     inkscape:window-width="3212"
+     inkscape:window-height="1741"
+     inkscape:window-x="401"
+     inkscape:window-y="126"
+     inkscape:window-maximized="0"
+     inkscape:current-layer="svg8" /><defs
+     id="defs2"><marker
+       style="overflow:visible"
+       id="ConcaveTriangle"
+       refX="0"
+       refY="0"
+       orient="auto-start-reverse"
+       inkscape:stockid="Concave triangle arrow"
+       markerWidth="1"
+       markerHeight="1"
+       viewBox="0 0 1 1"
+       inkscape:isstock="true"
+       inkscape:collect="always"
+       preserveAspectRatio="xMidYMid"><path
+         transform="scale(0.7)"
+         d="M -2,-4 9,0 -2,4 c 2,-2.33 2,-5.66 0,-8 z"
+         style="fill:context-stroke;fill-rule:evenodd;stroke:none"
+         id="path7" /></marker><marker
+       style="overflow:visible"
+       id="marker16777"
+       refX="0"
+       refY="0"
+       orient="auto"><path
+         transform="scale(-0.6)"
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+         id="path16775" /></marker><marker
+       style="overflow:visible"
+       id="marker16693"
+       refX="0"
+       refY="0"
+       orient="auto"><path
+         transform="scale(-0.6)"
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+       style="overflow:visible"
+       id="marker15296"
+       refX="0"
+       refY="0"
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+       viewBox="0 0 6.8077063 5.1962256"
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diff --git a/_static/doctools.js b/_static/doctools.js
new file mode 100644
index 00000000..0398ebb9
--- /dev/null
+++ b/_static/doctools.js
@@ -0,0 +1,149 @@
+/*
+ * Base JavaScript utilities for all Sphinx HTML documentation.
+ */
+"use strict";
+
+const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
+  "TEXTAREA",
+  "INPUT",
+  "SELECT",
+  "BUTTON",
+]);
+
+const _ready = (callback) => {
+  if (document.readyState !== "loading") {
+    callback();
+  } else {
+    document.addEventListener("DOMContentLoaded", callback);
+  }
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const Documentation = {
+  init: () => {
+    Documentation.initDomainIndexTable();
+    Documentation.initOnKeyListeners();
+  },
+
+  /**
+   * i18n support
+   */
+  TRANSLATIONS: {},
+  PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
+  LOCALE: "unknown",
+
+  // gettext and ngettext don't access this so that the functions
+  // can safely bound to a different name (_ = Documentation.gettext)
+  gettext: (string) => {
+    const translated = Documentation.TRANSLATIONS[string];
+    switch (typeof translated) {
+      case "undefined":
+        return string; // no translation
+      case "string":
+        return translated; // translation exists
+      default:
+        return translated[0]; // (singular, plural) translation tuple exists
+    }
+  },
+
+  ngettext: (singular, plural, n) => {
+    const translated = Documentation.TRANSLATIONS[singular];
+    if (typeof translated !== "undefined")
+      return translated[Documentation.PLURAL_EXPR(n)];
+    return n === 1 ? singular : plural;
+  },
+
+  addTranslations: (catalog) => {
+    Object.assign(Documentation.TRANSLATIONS, catalog.messages);
+    Documentation.PLURAL_EXPR = new Function(
+      "n",
+      `return (${catalog.plural_expr})`
+    );
+    Documentation.LOCALE = catalog.locale;
+  },
+
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+   */
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+    document.querySelectorAll("input[name=q]")[0]?.focus();
+  },
+
+  /**
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+   */
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+        toggledRows.forEach((el) => (el.style.display = ""));
+      }
+    };
+
+    const togglerElements = document.querySelectorAll("img.toggler");
+    togglerElements.forEach((el) =>
+      el.addEventListener("click", (event) => toggler(event.currentTarget))
+    );
+    togglerElements.forEach((el) => (el.style.display = ""));
+    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
+  },
+
+  initOnKeyListeners: () => {
+    // only install a listener if it is really needed
+    if (
+      !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+      !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
+    )
+      return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.altKey || event.ctrlKey || event.metaKey) return;
+
+      if (!event.shiftKey) {
+        switch (event.key) {
+          case "ArrowLeft":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const prevLink = document.querySelector('link[rel="prev"]');
+            if (prevLink && prevLink.href) {
+              window.location.href = prevLink.href;
+              event.preventDefault();
+            }
+            break;
+          case "ArrowRight":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const nextLink = document.querySelector('link[rel="next"]');
+            if (nextLink && nextLink.href) {
+              window.location.href = nextLink.href;
+              event.preventDefault();
+            }
+            break;
+        }
+      }
+
+      // some keyboard layouts may need Shift to get /
+      switch (event.key) {
+        case "/":
+          if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+          Documentation.focusSearchBar();
+          event.preventDefault();
+      }
+    });
+  },
+};
+
+// quick alias for translations
+const _ = Documentation.gettext;
+
+_ready(Documentation.init);
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
new file mode 100644
index 00000000..72ca8b0c
--- /dev/null
+++ b/_static/documentation_options.js
@@ -0,0 +1,13 @@
+const DOCUMENTATION_OPTIONS = {
+    VERSION: '1.5.4',
+    LANGUAGE: 'en',
+    COLLAPSE_INDEX: false,
+    BUILDER: 'html',
+    FILE_SUFFIX: '.html',
+    LINK_SUFFIX: '.html',
+    HAS_SOURCE: true,
+    SOURCELINK_SUFFIX: '.txt',
+    NAVIGATION_WITH_KEYS: false,
+    SHOW_SEARCH_SUMMARY: true,
+    ENABLE_SEARCH_SHORTCUTS: true,
+};
\ No newline at end of file
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new file mode 100644
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diff --git a/_static/language_data.js b/_static/language_data.js
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index 00000000..c7fe6c6f
--- /dev/null
+++ b/_static/language_data.js
@@ -0,0 +1,192 @@
+/*
+ * This script contains the language-specific data used by searchtools.js,
+ * namely the list of stopwords, stemmer, scorer and splitter.
+ */
+
+var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
+
+
+/* Non-minified version is copied as a separate JS file, if available */
+
+/**
+ * Porter Stemmer
+ */
+var Stemmer = function() {
+
+  var step2list = {
+    ational: 'ate',
+    tional: 'tion',
+    enci: 'ence',
+    anci: 'ance',
+    izer: 'ize',
+    bli: 'ble',
+    alli: 'al',
+    entli: 'ent',
+    eli: 'e',
+    ousli: 'ous',
+    ization: 'ize',
+    ation: 'ate',
+    ator: 'ate',
+    alism: 'al',
+    iveness: 'ive',
+    fulness: 'ful',
+    ousness: 'ous',
+    aliti: 'al',
+    iviti: 'ive',
+    biliti: 'ble',
+    logi: 'log'
+  };
+
+  var step3list = {
+    icate: 'ic',
+    ative: '',
+    alize: 'al',
+    iciti: 'ic',
+    ical: 'ic',
+    ful: '',
+    ness: ''
+  };
+
+  var c = "[^aeiou]";          // consonant
+  var v = "[aeiouy]";          // vowel
+  var C = c + "[^aeiouy]*";    // consonant sequence
+  var V = v + "[aeiou]*";      // vowel sequence
+
+  var mgr0 = "^(" + C + ")?" + V + C;                      // [C]VC... is m>0
+  var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$";    // [C]VC[V] is m=1
+  var mgr1 = "^(" + C + ")?" + V + C + V + C;              // [C]VCVC... is m>1
+  var s_v   = "^(" + C + ")?" + v;                         // vowel in stem
+
+  this.stemWord = function (w) {
+    var stem;
+    var suffix;
+    var firstch;
+    var origword = w;
+
+    if (w.length < 3)
+      return w;
+
+    var re;
+    var re2;
+    var re3;
+    var re4;
+
+    firstch = w.substr(0,1);
+    if (firstch == "y")
+      w = firstch.toUpperCase() + w.substr(1);
+
+    // Step 1a
+    re = /^(.+?)(ss|i)es$/;
+    re2 = /^(.+?)([^s])s$/;
+
+    if (re.test(w))
+      w = w.replace(re,"$1$2");
+    else if (re2.test(w))
+      w = w.replace(re2,"$1$2");
+
+    // Step 1b
+    re = /^(.+?)eed$/;
+    re2 = /^(.+?)(ed|ing)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      re = new RegExp(mgr0);
+      if (re.test(fp[1])) {
+        re = /.$/;
+        w = w.replace(re,"");
+      }
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1];
+      re2 = new RegExp(s_v);
+      if (re2.test(stem)) {
+        w = stem;
+        re2 = /(at|bl|iz)$/;
+        re3 = new RegExp("([^aeiouylsz])\\1$");
+        re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+        if (re2.test(w))
+          w = w + "e";
+        else if (re3.test(w)) {
+          re = /.$/;
+          w = w.replace(re,"");
+        }
+        else if (re4.test(w))
+          w = w + "e";
+      }
+    }
+
+    // Step 1c
+    re = /^(.+?)y$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(s_v);
+      if (re.test(stem))
+        w = stem + "i";
+    }
+
+    // Step 2
+    re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step2list[suffix];
+    }
+
+    // Step 3
+    re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step3list[suffix];
+    }
+
+    // Step 4
+    re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
+    re2 = /^(.+?)(s|t)(ion)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      if (re.test(stem))
+        w = stem;
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1] + fp[2];
+      re2 = new RegExp(mgr1);
+      if (re2.test(stem))
+        w = stem;
+    }
+
+    // Step 5
+    re = /^(.+?)e$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      re2 = new RegExp(meq1);
+      re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
+        w = stem;
+    }
+    re = /ll$/;
+    re2 = new RegExp(mgr1);
+    if (re.test(w) && re2.test(w)) {
+      re = /.$/;
+      w = w.replace(re,"");
+    }
+
+    // and turn initial Y back to y
+    if (firstch == "y")
+      w = firstch.toLowerCase() + w.substr(1);
+    return w;
+  }
+}
+
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diff --git a/_static/layout_editor.png b/_static/layout_editor.png
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diff --git a/_static/layout_example.png b/_static/layout_example.png
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diff --git a/_static/logo.png b/_static/logo.png
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diff --git a/_static/logo.svg b/_static/logo.svg
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diff --git a/_static/lumen_dashboard.png b/_static/lumen_dashboard.png
new file mode 100644
index 00000000..b6bb1cbf
Binary files /dev/null and b/_static/lumen_dashboard.png differ
diff --git a/_static/minus.png b/_static/minus.png
new file mode 100644
index 00000000..d96755fd
Binary files /dev/null and b/_static/minus.png differ
diff --git a/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
new file mode 100644
index 00000000..33566310
--- /dev/null
+++ b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
@@ -0,0 +1,2342 @@
+/* Variables */
+:root {
+  --mystnb-source-bg-color: #f7f7f7;
+  --mystnb-stdout-bg-color: #fcfcfc;
+  --mystnb-stderr-bg-color: #fdd;
+  --mystnb-traceback-bg-color: #fcfcfc;
+  --mystnb-source-border-color: #ccc;
+  --mystnb-source-margin-color: green;
+  --mystnb-stdout-border-color: #f7f7f7;
+  --mystnb-stderr-border-color: #f7f7f7;
+  --mystnb-traceback-border-color: #ffd6d6;
+  --mystnb-hide-prompt-opacity: 70%;
+  --mystnb-source-border-radius: .4em;
+  --mystnb-source-border-width: 1px;
+}
+
+/* Whole cell */
+div.container.cell {
+  padding-left: 0;
+  margin-bottom: 1em;
+}
+
+/* Removing all background formatting so we can control at the div level */
+.cell_input div.highlight,
+.cell_output pre,
+.cell_input pre,
+.cell_output .output {
+  border: none;
+  box-shadow: none;
+}
+
+.cell_output .output pre,
+.cell_input pre {
+  margin: 0px;
+}
+
+/* Input cells */
+div.cell div.cell_input,
+div.cell details.above-input>summary {
+  padding-left: 0em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  background-color: var(--mystnb-source-bg-color);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+  border-radius: var(--mystnb-source-border-radius);
+}
+
+div.cell_input>div,
+div.cell_output div.output>div.highlight {
+  margin: 0em !important;
+  border: none !important;
+}
+
+/* All cell outputs */
+.cell_output {
+  padding-left: 1em;
+  padding-right: 0em;
+  margin-top: 1em;
+}
+
+/* Text outputs from cells */
+.cell_output .output.text_plain,
+.cell_output .output.traceback,
+.cell_output .output.stream,
+.cell_output .output.stderr {
+  margin-top: 1em;
+  margin-bottom: 0em;
+  box-shadow: none;
+}
+
+.cell_output .output.text_plain,
+.cell_output .output.stream {
+  background: var(--mystnb-stdout-bg-color);
+  border: 1px solid var(--mystnb-stdout-border-color);
+}
+
+.cell_output .output.stderr {
+  background: var(--mystnb-stderr-bg-color);
+  border: 1px solid var(--mystnb-stderr-border-color);
+}
+
+.cell_output .output.traceback {
+  background: var(--mystnb-traceback-bg-color);
+  border: 1px solid var(--mystnb-traceback-border-color);
+}
+
+/* Collapsible cell content */
+div.cell details.above-input div.cell_input {
+  border-top-left-radius: 0;
+  border-top-right-radius: 0;
+  border-top: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed;
+}
+
+div.cell div.cell_input.above-output-prompt {
+  border-bottom-left-radius: 0;
+  border-bottom-right-radius: 0;
+}
+
+div.cell details.above-input>summary {
+  border-bottom-left-radius: 0;
+  border-bottom-right-radius: 0;
+  border-bottom: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed;
+  padding-left: 1em;
+  margin-bottom: 0;
+}
+
+div.cell details.above-output>summary {
+  background-color: var(--mystnb-source-bg-color);
+  padding-left: 1em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  border-radius: var(--mystnb-source-border-radius);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+}
+
+div.cell details.below-input>summary {
+  background-color: var(--mystnb-source-bg-color);
+  padding-left: 1em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  border-top: none;
+  border-bottom-left-radius: var(--mystnb-source-border-radius);
+  border-bottom-right-radius: var(--mystnb-source-border-radius);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+}
+
+div.cell details.hide>summary>span {
+  opacity: var(--mystnb-hide-prompt-opacity);
+}
+
+div.cell details.hide[open]>summary>span.collapsed {
+  display: none;
+}
+
+div.cell details.hide:not([open])>summary>span.expanded {
+  display: none;
+}
+
+@keyframes collapsed-fade-in {
+  0% {
+    opacity: 0;
+  }
+
+  100% {
+    opacity: 1;
+  }
+}
+div.cell details.hide[open]>summary~* {
+  -moz-animation: collapsed-fade-in 0.3s ease-in-out;
+  -webkit-animation: collapsed-fade-in 0.3s ease-in-out;
+  animation: collapsed-fade-in 0.3s ease-in-out;
+}
+
+/* Math align to the left */
+.cell_output .MathJax_Display {
+  text-align: left !important;
+}
+
+/* Pandas tables. Pulled from the Jupyter / nbsphinx CSS */
+div.cell_output table {
+  border: none;
+  border-collapse: collapse;
+  border-spacing: 0;
+  color: black;
+  font-size: 1em;
+  table-layout: fixed;
+}
+
+div.cell_output thead {
+  border-bottom: 1px solid black;
+  vertical-align: bottom;
+}
+
+div.cell_output tr,
+div.cell_output th,
+div.cell_output td {
+  text-align: right;
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+div.cell_output th {
+  font-weight: bold;
+}
+
+div.cell_output tbody tr:nth-child(odd) {
+  background: #f5f5f5;
+}
+
+div.cell_output tbody tr:hover {
+  background: rgba(66, 165, 245, 0.2);
+}
+
+/** source code line numbers **/
+span.linenos {
+  opacity: 0.5;
+}
+
+/* Inline text from `paste` operation */
+
+span.pasted-text {
+  font-weight: bold;
+}
+
+span.pasted-inline img {
+  max-height: 2em;
+}
+
+tbody span.pasted-inline img {
+  max-height: none;
+}
+
+/* Font colors for translated ANSI escape sequences
+Color values are copied from Jupyter Notebook
+https://github.com/jupyter/notebook/blob/52581f8eda9b319eb0390ac77fe5903c38f81e3e/notebook/static/notebook/less/ansicolors.less#L14-L21
+Background colors from
+https://nbsphinx.readthedocs.io/en/latest/code-cells.html#ANSI-Colors
+*/
+div.highlight .-Color-Bold {
+  font-weight: bold;
+}
+
+div.highlight .-Color[class*=-Black] {
+  color: #3E424D
+}
+
+div.highlight .-Color[class*=-Red] {
+  color: #E75C58
+}
+
+div.highlight .-Color[class*=-Green] {
+  color: #00A250
+}
+
+div.highlight .-Color[class*=-Yellow] {
+  color: #DDB62B
+}
+
+div.highlight .-Color[class*=-Blue] {
+  color: #208FFB
+}
+
+div.highlight .-Color[class*=-Magenta] {
+  color: #D160C4
+}
+
+div.highlight .-Color[class*=-Cyan] {
+  color: #60C6C8
+}
+
+div.highlight .-Color[class*=-White] {
+  color: #C5C1B4
+}
+
+div.highlight .-Color[class*=-BGBlack] {
+  background-color: #3E424D
+}
+
+div.highlight .-Color[class*=-BGRed] {
+  background-color: #E75C58
+}
+
+div.highlight .-Color[class*=-BGGreen] {
+  background-color: #00A250
+}
+
+div.highlight .-Color[class*=-BGYellow] {
+  background-color: #DDB62B
+}
+
+div.highlight .-Color[class*=-BGBlue] {
+  background-color: #208FFB
+}
+
+div.highlight .-Color[class*=-BGMagenta] {
+  background-color: #D160C4
+}
+
+div.highlight .-Color[class*=-BGCyan] {
+  background-color: #60C6C8
+}
+
+div.highlight .-Color[class*=-BGWhite] {
+  background-color: #C5C1B4
+}
+
+/* Font colors for 8-bit ANSI */
+
+div.highlight .-Color[class*=-C0] {
+  color: #000000
+}
+
+div.highlight .-Color[class*=-BGC0] {
+  background-color: #000000
+}
+
+div.highlight .-Color[class*=-C1] {
+  color: #800000
+}
+
+div.highlight .-Color[class*=-BGC1] {
+  background-color: #800000
+}
+
+div.highlight .-Color[class*=-C2] {
+  color: #008000
+}
+
+div.highlight .-Color[class*=-BGC2] {
+  background-color: #008000
+}
+
+div.highlight .-Color[class*=-C3] {
+  color: #808000
+}
+
+div.highlight .-Color[class*=-BGC3] {
+  background-color: #808000
+}
+
+div.highlight .-Color[class*=-C4] {
+  color: #000080
+}
+
+div.highlight .-Color[class*=-BGC4] {
+  background-color: #000080
+}
+
+div.highlight .-Color[class*=-C5] {
+  color: #800080
+}
+
+div.highlight .-Color[class*=-BGC5] {
+  background-color: #800080
+}
+
+div.highlight .-Color[class*=-C6] {
+  color: #008080
+}
+
+div.highlight .-Color[class*=-BGC6] {
+  background-color: #008080
+}
+
+div.highlight .-Color[class*=-C7] {
+  color: #C0C0C0
+}
+
+div.highlight .-Color[class*=-BGC7] {
+  background-color: #C0C0C0
+}
+
+div.highlight .-Color[class*=-C8] {
+  color: #808080
+}
+
+div.highlight .-Color[class*=-BGC8] {
+  background-color: #808080
+}
+
+div.highlight .-Color[class*=-C9] {
+  color: #FF0000
+}
+
+div.highlight .-Color[class*=-BGC9] {
+  background-color: #FF0000
+}
+
+div.highlight .-Color[class*=-C10] {
+  color: #00FF00
+}
+
+div.highlight .-Color[class*=-BGC10] {
+  background-color: #00FF00
+}
+
+div.highlight .-Color[class*=-C11] {
+  color: #FFFF00
+}
+
+div.highlight .-Color[class*=-BGC11] {
+  background-color: #FFFF00
+}
+
+div.highlight .-Color[class*=-C12] {
+  color: #0000FF
+}
+
+div.highlight .-Color[class*=-BGC12] {
+  background-color: #0000FF
+}
+
+div.highlight .-Color[class*=-C13] {
+  color: #FF00FF
+}
+
+div.highlight .-Color[class*=-BGC13] {
+  background-color: #FF00FF
+}
+
+div.highlight .-Color[class*=-C14] {
+  color: #00FFFF
+}
+
+div.highlight .-Color[class*=-BGC14] {
+  background-color: #00FFFF
+}
+
+div.highlight .-Color[class*=-C15] {
+  color: #FFFFFF
+}
+
+div.highlight .-Color[class*=-BGC15] {
+  background-color: #FFFFFF
+}
+
+div.highlight .-Color[class*=-C16] {
+  color: #000000
+}
+
+div.highlight .-Color[class*=-BGC16] {
+  background-color: #000000
+}
+
+div.highlight .-Color[class*=-C17] {
+  color: #00005F
+}
+
+div.highlight .-Color[class*=-BGC17] {
+  background-color: #00005F
+}
+
+div.highlight .-Color[class*=-C18] {
+  color: #000087
+}
+
+div.highlight .-Color[class*=-BGC18] {
+  background-color: #000087
+}
+
+div.highlight .-Color[class*=-C19] {
+  color: #0000AF
+}
+
+div.highlight .-Color[class*=-BGC19] {
+  background-color: #0000AF
+}
+
+div.highlight .-Color[class*=-C20] {
+  color: #0000D7
+}
+
+div.highlight .-Color[class*=-BGC20] {
+  background-color: #0000D7
+}
+
+div.highlight .-Color[class*=-C21] {
+  color: #0000FF
+}
+
+div.highlight .-Color[class*=-BGC21] {
+  background-color: #0000FF
+}
+
+div.highlight .-Color[class*=-C22] {
+  color: #005F00
+}
+
+div.highlight .-Color[class*=-BGC22] {
+  background-color: #005F00
+}
+
+div.highlight .-Color[class*=-C23] {
+  color: #005F5F
+}
+
+div.highlight .-Color[class*=-BGC23] {
+  background-color: #005F5F
+}
+
+div.highlight .-Color[class*=-C24] {
+  color: #005F87
+}
+
+div.highlight .-Color[class*=-BGC24] {
+  background-color: #005F87
+}
+
+div.highlight .-Color[class*=-C25] {
+  color: #005FAF
+}
+
+div.highlight .-Color[class*=-BGC25] {
+  background-color: #005FAF
+}
+
+div.highlight .-Color[class*=-C26] {
+  color: #005FD7
+}
+
+div.highlight .-Color[class*=-BGC26] {
+  background-color: #005FD7
+}
+
+div.highlight .-Color[class*=-C27] {
+  color: #005FFF
+}
+
+div.highlight .-Color[class*=-BGC27] {
+  background-color: #005FFF
+}
+
+div.highlight .-Color[class*=-C28] {
+  color: #008700
+}
+
+div.highlight .-Color[class*=-BGC28] {
+  background-color: #008700
+}
+
+div.highlight .-Color[class*=-C29] {
+  color: #00875F
+}
+
+div.highlight .-Color[class*=-BGC29] {
+  background-color: #00875F
+}
+
+div.highlight .-Color[class*=-C30] {
+  color: #008787
+}
+
+div.highlight .-Color[class*=-BGC30] {
+  background-color: #008787
+}
+
+div.highlight .-Color[class*=-C31] {
+  color: #0087AF
+}
+
+div.highlight .-Color[class*=-BGC31] {
+  background-color: #0087AF
+}
+
+div.highlight .-Color[class*=-C32] {
+  color: #0087D7
+}
+
+div.highlight .-Color[class*=-BGC32] {
+  background-color: #0087D7
+}
+
+div.highlight .-Color[class*=-C33] {
+  color: #0087FF
+}
+
+div.highlight .-Color[class*=-BGC33] {
+  background-color: #0087FF
+}
+
+div.highlight .-Color[class*=-C34] {
+  color: #00AF00
+}
+
+div.highlight .-Color[class*=-BGC34] {
+  background-color: #00AF00
+}
+
+div.highlight .-Color[class*=-C35] {
+  color: #00AF5F
+}
+
+div.highlight .-Color[class*=-BGC35] {
+  background-color: #00AF5F
+}
+
+div.highlight .-Color[class*=-C36] {
+  color: #00AF87
+}
+
+div.highlight .-Color[class*=-BGC36] {
+  background-color: #00AF87
+}
+
+div.highlight .-Color[class*=-C37] {
+  color: #00AFAF
+}
+
+div.highlight .-Color[class*=-BGC37] {
+  background-color: #00AFAF
+}
+
+div.highlight .-Color[class*=-C38] {
+  color: #00AFD7
+}
+
+div.highlight .-Color[class*=-BGC38] {
+  background-color: #00AFD7
+}
+
+div.highlight .-Color[class*=-C39] {
+  color: #00AFFF
+}
+
+div.highlight .-Color[class*=-BGC39] {
+  background-color: #00AFFF
+}
+
+div.highlight .-Color[class*=-C40] {
+  color: #00D700
+}
+
+div.highlight .-Color[class*=-BGC40] {
+  background-color: #00D700
+}
+
+div.highlight .-Color[class*=-C41] {
+  color: #00D75F
+}
+
+div.highlight .-Color[class*=-BGC41] {
+  background-color: #00D75F
+}
+
+div.highlight .-Color[class*=-C42] {
+  color: #00D787
+}
+
+div.highlight .-Color[class*=-BGC42] {
+  background-color: #00D787
+}
+
+div.highlight .-Color[class*=-C43] {
+  color: #00D7AF
+}
+
+div.highlight .-Color[class*=-BGC43] {
+  background-color: #00D7AF
+}
+
+div.highlight .-Color[class*=-C44] {
+  color: #00D7D7
+}
+
+div.highlight .-Color[class*=-BGC44] {
+  background-color: #00D7D7
+}
+
+div.highlight .-Color[class*=-C45] {
+  color: #00D7FF
+}
+
+div.highlight .-Color[class*=-BGC45] {
+  background-color: #00D7FF
+}
+
+div.highlight .-Color[class*=-C46] {
+  color: #00FF00
+}
+
+div.highlight .-Color[class*=-BGC46] {
+  background-color: #00FF00
+}
+
+div.highlight .-Color[class*=-C47] {
+  color: #00FF5F
+}
+
+div.highlight .-Color[class*=-BGC47] {
+  background-color: #00FF5F
+}
+
+div.highlight .-Color[class*=-C48] {
+  color: #00FF87
+}
+
+div.highlight .-Color[class*=-BGC48] {
+  background-color: #00FF87
+}
+
+div.highlight .-Color[class*=-C49] {
+  color: #00FFAF
+}
+
+div.highlight .-Color[class*=-BGC49] {
+  background-color: #00FFAF
+}
+
+div.highlight .-Color[class*=-C50] {
+  color: #00FFD7
+}
+
+div.highlight .-Color[class*=-BGC50] {
+  background-color: #00FFD7
+}
+
+div.highlight .-Color[class*=-C51] {
+  color: #00FFFF
+}
+
+div.highlight .-Color[class*=-BGC51] {
+  background-color: #00FFFF
+}
+
+div.highlight .-Color[class*=-C52] {
+  color: #5F0000
+}
+
+div.highlight .-Color[class*=-BGC52] {
+  background-color: #5F0000
+}
+
+div.highlight .-Color[class*=-C53] {
+  color: #5F005F
+}
+
+div.highlight .-Color[class*=-BGC53] {
+  background-color: #5F005F
+}
+
+div.highlight .-Color[class*=-C54] {
+  color: #5F0087
+}
+
+div.highlight .-Color[class*=-BGC54] {
+  background-color: #5F0087
+}
+
+div.highlight .-Color[class*=-C55] {
+  color: #5F00AF
+}
+
+div.highlight .-Color[class*=-BGC55] {
+  background-color: #5F00AF
+}
+
+div.highlight .-Color[class*=-C56] {
+  color: #5F00D7
+}
+
+div.highlight .-Color[class*=-BGC56] {
+  background-color: #5F00D7
+}
+
+div.highlight .-Color[class*=-C57] {
+  color: #5F00FF
+}
+
+div.highlight .-Color[class*=-BGC57] {
+  background-color: #5F00FF
+}
+
+div.highlight .-Color[class*=-C58] {
+  color: #5F5F00
+}
+
+div.highlight .-Color[class*=-BGC58] {
+  background-color: #5F5F00
+}
+
+div.highlight .-Color[class*=-C59] {
+  color: #5F5F5F
+}
+
+div.highlight .-Color[class*=-BGC59] {
+  background-color: #5F5F5F
+}
+
+div.highlight .-Color[class*=-C60] {
+  color: #5F5F87
+}
+
+div.highlight .-Color[class*=-BGC60] {
+  background-color: #5F5F87
+}
+
+div.highlight .-Color[class*=-C61] {
+  color: #5F5FAF
+}
+
+div.highlight .-Color[class*=-BGC61] {
+  background-color: #5F5FAF
+}
+
+div.highlight .-Color[class*=-C62] {
+  color: #5F5FD7
+}
+
+div.highlight .-Color[class*=-BGC62] {
+  background-color: #5F5FD7
+}
+
+div.highlight .-Color[class*=-C63] {
+  color: #5F5FFF
+}
+
+div.highlight .-Color[class*=-BGC63] {
+  background-color: #5F5FFF
+}
+
+div.highlight .-Color[class*=-C64] {
+  color: #5F8700
+}
+
+div.highlight .-Color[class*=-BGC64] {
+  background-color: #5F8700
+}
+
+div.highlight .-Color[class*=-C65] {
+  color: #5F875F
+}
+
+div.highlight .-Color[class*=-BGC65] {
+  background-color: #5F875F
+}
+
+div.highlight .-Color[class*=-C66] {
+  color: #5F8787
+}
+
+div.highlight .-Color[class*=-BGC66] {
+  background-color: #5F8787
+}
+
+div.highlight .-Color[class*=-C67] {
+  color: #5F87AF
+}
+
+div.highlight .-Color[class*=-BGC67] {
+  background-color: #5F87AF
+}
+
+div.highlight .-Color[class*=-C68] {
+  color: #5F87D7
+}
+
+div.highlight .-Color[class*=-BGC68] {
+  background-color: #5F87D7
+}
+
+div.highlight .-Color[class*=-C69] {
+  color: #5F87FF
+}
+
+div.highlight .-Color[class*=-BGC69] {
+  background-color: #5F87FF
+}
+
+div.highlight .-Color[class*=-C70] {
+  color: #5FAF00
+}
+
+div.highlight .-Color[class*=-BGC70] {
+  background-color: #5FAF00
+}
+
+div.highlight .-Color[class*=-C71] {
+  color: #5FAF5F
+}
+
+div.highlight .-Color[class*=-BGC71] {
+  background-color: #5FAF5F
+}
+
+div.highlight .-Color[class*=-C72] {
+  color: #5FAF87
+}
+
+div.highlight .-Color[class*=-BGC72] {
+  background-color: #5FAF87
+}
+
+div.highlight .-Color[class*=-C73] {
+  color: #5FAFAF
+}
+
+div.highlight .-Color[class*=-BGC73] {
+  background-color: #5FAFAF
+}
+
+div.highlight .-Color[class*=-C74] {
+  color: #5FAFD7
+}
+
+div.highlight .-Color[class*=-BGC74] {
+  background-color: #5FAFD7
+}
+
+div.highlight .-Color[class*=-C75] {
+  color: #5FAFFF
+}
+
+div.highlight .-Color[class*=-BGC75] {
+  background-color: #5FAFFF
+}
+
+div.highlight .-Color[class*=-C76] {
+  color: #5FD700
+}
+
+div.highlight .-Color[class*=-BGC76] {
+  background-color: #5FD700
+}
+
+div.highlight .-Color[class*=-C77] {
+  color: #5FD75F
+}
+
+div.highlight .-Color[class*=-BGC77] {
+  background-color: #5FD75F
+}
+
+div.highlight .-Color[class*=-C78] {
+  color: #5FD787
+}
+
+div.highlight .-Color[class*=-BGC78] {
+  background-color: #5FD787
+}
+
+div.highlight .-Color[class*=-C79] {
+  color: #5FD7AF
+}
+
+div.highlight .-Color[class*=-BGC79] {
+  background-color: #5FD7AF
+}
+
+div.highlight .-Color[class*=-C80] {
+  color: #5FD7D7
+}
+
+div.highlight .-Color[class*=-BGC80] {
+  background-color: #5FD7D7
+}
+
+div.highlight .-Color[class*=-C81] {
+  color: #5FD7FF
+}
+
+div.highlight .-Color[class*=-BGC81] {
+  background-color: #5FD7FF
+}
+
+div.highlight .-Color[class*=-C82] {
+  color: #5FFF00
+}
+
+div.highlight .-Color[class*=-BGC82] {
+  background-color: #5FFF00
+}
+
+div.highlight .-Color[class*=-C83] {
+  color: #5FFF5F
+}
+
+div.highlight .-Color[class*=-BGC83] {
+  background-color: #5FFF5F
+}
+
+div.highlight .-Color[class*=-C84] {
+  color: #5FFF87
+}
+
+div.highlight .-Color[class*=-BGC84] {
+  background-color: #5FFF87
+}
+
+div.highlight .-Color[class*=-C85] {
+  color: #5FFFAF
+}
+
+div.highlight .-Color[class*=-BGC85] {
+  background-color: #5FFFAF
+}
+
+div.highlight .-Color[class*=-C86] {
+  color: #5FFFD7
+}
+
+div.highlight .-Color[class*=-BGC86] {
+  background-color: #5FFFD7
+}
+
+div.highlight .-Color[class*=-C87] {
+  color: #5FFFFF
+}
+
+div.highlight .-Color[class*=-BGC87] {
+  background-color: #5FFFFF
+}
+
+div.highlight .-Color[class*=-C88] {
+  color: #870000
+}
+
+div.highlight .-Color[class*=-BGC88] {
+  background-color: #870000
+}
+
+div.highlight .-Color[class*=-C89] {
+  color: #87005F
+}
+
+div.highlight .-Color[class*=-BGC89] {
+  background-color: #87005F
+}
+
+div.highlight .-Color[class*=-C90] {
+  color: #870087
+}
+
+div.highlight .-Color[class*=-BGC90] {
+  background-color: #870087
+}
+
+div.highlight .-Color[class*=-C91] {
+  color: #8700AF
+}
+
+div.highlight .-Color[class*=-BGC91] {
+  background-color: #8700AF
+}
+
+div.highlight .-Color[class*=-C92] {
+  color: #8700D7
+}
+
+div.highlight .-Color[class*=-BGC92] {
+  background-color: #8700D7
+}
+
+div.highlight .-Color[class*=-C93] {
+  color: #8700FF
+}
+
+div.highlight .-Color[class*=-BGC93] {
+  background-color: #8700FF
+}
+
+div.highlight .-Color[class*=-C94] {
+  color: #875F00
+}
+
+div.highlight .-Color[class*=-BGC94] {
+  background-color: #875F00
+}
+
+div.highlight .-Color[class*=-C95] {
+  color: #875F5F
+}
+
+div.highlight .-Color[class*=-BGC95] {
+  background-color: #875F5F
+}
+
+div.highlight .-Color[class*=-C96] {
+  color: #875F87
+}
+
+div.highlight .-Color[class*=-BGC96] {
+  background-color: #875F87
+}
+
+div.highlight .-Color[class*=-C97] {
+  color: #875FAF
+}
+
+div.highlight .-Color[class*=-BGC97] {
+  background-color: #875FAF
+}
+
+div.highlight .-Color[class*=-C98] {
+  color: #875FD7
+}
+
+div.highlight .-Color[class*=-BGC98] {
+  background-color: #875FD7
+}
+
+div.highlight .-Color[class*=-C99] {
+  color: #875FFF
+}
+
+div.highlight .-Color[class*=-BGC99] {
+  background-color: #875FFF
+}
+
+div.highlight .-Color[class*=-C100] {
+  color: #878700
+}
+
+div.highlight .-Color[class*=-BGC100] {
+  background-color: #878700
+}
+
+div.highlight .-Color[class*=-C101] {
+  color: #87875F
+}
+
+div.highlight .-Color[class*=-BGC101] {
+  background-color: #87875F
+}
+
+div.highlight .-Color[class*=-C102] {
+  color: #878787
+}
+
+div.highlight .-Color[class*=-BGC102] {
+  background-color: #878787
+}
+
+div.highlight .-Color[class*=-C103] {
+  color: #8787AF
+}
+
+div.highlight .-Color[class*=-BGC103] {
+  background-color: #8787AF
+}
+
+div.highlight .-Color[class*=-C104] {
+  color: #8787D7
+}
+
+div.highlight .-Color[class*=-BGC104] {
+  background-color: #8787D7
+}
+
+div.highlight .-Color[class*=-C105] {
+  color: #8787FF
+}
+
+div.highlight .-Color[class*=-BGC105] {
+  background-color: #8787FF
+}
+
+div.highlight .-Color[class*=-C106] {
+  color: #87AF00
+}
+
+div.highlight .-Color[class*=-BGC106] {
+  background-color: #87AF00
+}
+
+div.highlight .-Color[class*=-C107] {
+  color: #87AF5F
+}
+
+div.highlight .-Color[class*=-BGC107] {
+  background-color: #87AF5F
+}
+
+div.highlight .-Color[class*=-C108] {
+  color: #87AF87
+}
+
+div.highlight .-Color[class*=-BGC108] {
+  background-color: #87AF87
+}
+
+div.highlight .-Color[class*=-C109] {
+  color: #87AFAF
+}
+
+div.highlight .-Color[class*=-BGC109] {
+  background-color: #87AFAF
+}
+
+div.highlight .-Color[class*=-C110] {
+  color: #87AFD7
+}
+
+div.highlight .-Color[class*=-BGC110] {
+  background-color: #87AFD7
+}
+
+div.highlight .-Color[class*=-C111] {
+  color: #87AFFF
+}
+
+div.highlight .-Color[class*=-BGC111] {
+  background-color: #87AFFF
+}
+
+div.highlight .-Color[class*=-C112] {
+  color: #87D700
+}
+
+div.highlight .-Color[class*=-BGC112] {
+  background-color: #87D700
+}
+
+div.highlight .-Color[class*=-C113] {
+  color: #87D75F
+}
+
+div.highlight .-Color[class*=-BGC113] {
+  background-color: #87D75F
+}
+
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
+
+div.highlight .-Color[class*=-C230] {
+  color: #FFFFD7
+}
+
+div.highlight .-Color[class*=-BGC230] {
+  background-color: #FFFFD7
+}
+
+div.highlight .-Color[class*=-C231] {
+  color: #FFFFFF
+}
+
+div.highlight .-Color[class*=-BGC231] {
+  background-color: #FFFFFF
+}
+
+div.highlight .-Color[class*=-C232] {
+  color: #080808
+}
+
+div.highlight .-Color[class*=-BGC232] {
+  background-color: #080808
+}
+
+div.highlight .-Color[class*=-C233] {
+  color: #121212
+}
+
+div.highlight .-Color[class*=-BGC233] {
+  background-color: #121212
+}
+
+div.highlight .-Color[class*=-C234] {
+  color: #1C1C1C
+}
+
+div.highlight .-Color[class*=-BGC234] {
+  background-color: #1C1C1C
+}
+
+div.highlight .-Color[class*=-C235] {
+  color: #262626
+}
+
+div.highlight .-Color[class*=-BGC235] {
+  background-color: #262626
+}
+
+div.highlight .-Color[class*=-C236] {
+  color: #303030
+}
+
+div.highlight .-Color[class*=-BGC236] {
+  background-color: #303030
+}
+
+div.highlight .-Color[class*=-C237] {
+  color: #3A3A3A
+}
+
+div.highlight .-Color[class*=-BGC237] {
+  background-color: #3A3A3A
+}
+
+div.highlight .-Color[class*=-C238] {
+  color: #444444
+}
+
+div.highlight .-Color[class*=-BGC238] {
+  background-color: #444444
+}
+
+div.highlight .-Color[class*=-C239] {
+  color: #4E4E4E
+}
+
+div.highlight .-Color[class*=-BGC239] {
+  background-color: #4E4E4E
+}
+
+div.highlight .-Color[class*=-C240] {
+  color: #585858
+}
+
+div.highlight .-Color[class*=-BGC240] {
+  background-color: #585858
+}
+
+div.highlight .-Color[class*=-C241] {
+  color: #626262
+}
+
+div.highlight .-Color[class*=-BGC241] {
+  background-color: #626262
+}
+
+div.highlight .-Color[class*=-C242] {
+  color: #6C6C6C
+}
+
+div.highlight .-Color[class*=-BGC242] {
+  background-color: #6C6C6C
+}
+
+div.highlight .-Color[class*=-C243] {
+  color: #767676
+}
+
+div.highlight .-Color[class*=-BGC243] {
+  background-color: #767676
+}
+
+div.highlight .-Color[class*=-C244] {
+  color: #808080
+}
+
+div.highlight .-Color[class*=-BGC244] {
+  background-color: #808080
+}
+
+div.highlight .-Color[class*=-C245] {
+  color: #8A8A8A
+}
+
+div.highlight .-Color[class*=-BGC245] {
+  background-color: #8A8A8A
+}
+
+div.highlight .-Color[class*=-C246] {
+  color: #949494
+}
+
+div.highlight .-Color[class*=-BGC246] {
+  background-color: #949494
+}
+
+div.highlight .-Color[class*=-C247] {
+  color: #9E9E9E
+}
+
+div.highlight .-Color[class*=-BGC247] {
+  background-color: #9E9E9E
+}
+
+div.highlight .-Color[class*=-C248] {
+  color: #A8A8A8
+}
+
+div.highlight .-Color[class*=-BGC248] {
+  background-color: #A8A8A8
+}
+
+div.highlight .-Color[class*=-C249] {
+  color: #B2B2B2
+}
+
+div.highlight .-Color[class*=-BGC249] {
+  background-color: #B2B2B2
+}
+
+div.highlight .-Color[class*=-C250] {
+  color: #BCBCBC
+}
+
+div.highlight .-Color[class*=-BGC250] {
+  background-color: #BCBCBC
+}
+
+div.highlight .-Color[class*=-C251] {
+  color: #C6C6C6
+}
+
+div.highlight .-Color[class*=-BGC251] {
+  background-color: #C6C6C6
+}
+
+div.highlight .-Color[class*=-C252] {
+  color: #D0D0D0
+}
+
+div.highlight .-Color[class*=-BGC252] {
+  background-color: #D0D0D0
+}
+
+div.highlight .-Color[class*=-C253] {
+  color: #DADADA
+}
+
+div.highlight .-Color[class*=-BGC253] {
+  background-color: #DADADA
+}
+
+div.highlight .-Color[class*=-C254] {
+  color: #E4E4E4
+}
+
+div.highlight .-Color[class*=-BGC254] {
+  background-color: #E4E4E4
+}
+
+div.highlight .-Color[class*=-C255] {
+  color: #EEEEEE
+}
+
+div.highlight .-Color[class*=-BGC255] {
+  background-color: #EEEEEE
+}
diff --git a/_static/nyc_taxi.png b/_static/nyc_taxi.png
new file mode 100644
index 00000000..b0c97608
Binary files /dev/null and b/_static/nyc_taxi.png differ
diff --git a/_static/penguins.png b/_static/penguins.png
new file mode 100644
index 00000000..74c7870b
Binary files /dev/null and b/_static/penguins.png differ
diff --git a/_static/pipeline_dash.png b/_static/pipeline_dash.png
new file mode 100644
index 00000000..d5dd895f
Binary files /dev/null and b/_static/pipeline_dash.png differ
diff --git a/_static/pipeline_data.png b/_static/pipeline_data.png
new file mode 100644
index 00000000..7a787a41
Binary files /dev/null and b/_static/pipeline_data.png differ
diff --git a/_static/pipeline_data_agg.png b/_static/pipeline_data_agg.png
new file mode 100644
index 00000000..fb50692b
Binary files /dev/null and b/_static/pipeline_data_agg.png differ
diff --git a/_static/pipeline_diagram.png b/_static/pipeline_diagram.png
new file mode 100644
index 00000000..87079e09
Binary files /dev/null and b/_static/pipeline_diagram.png differ
diff --git a/_static/pipeline_transform.png b/_static/pipeline_transform.png
new file mode 100644
index 00000000..1ad5b2d4
Binary files /dev/null and b/_static/pipeline_transform.png differ
diff --git a/_static/plus.png b/_static/plus.png
new file mode 100644
index 00000000..7107cec9
Binary files /dev/null and b/_static/plus.png differ
diff --git a/_static/precip.png b/_static/precip.png
new file mode 100644
index 00000000..b200d27e
Binary files /dev/null and b/_static/precip.png differ
diff --git a/_static/pygments.css b/_static/pygments.css
new file mode 100644
index 00000000..d6da08a0
--- /dev/null
+++ b/_static/pygments.css
@@ -0,0 +1,168 @@
+html[data-theme="light"] .highlight pre { line-height: 125%; }
+html[data-theme="light"] .highlight td.linenos .normal { color: #37474F; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight span.linenos { color: #37474F; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight td.linenos .special { color: #607A86; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight span.linenos.special { color: #607A86; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight .hll { background-color: #2C3B41 }
+html[data-theme="light"] .highlight { background: #263238; color: #EEFFFF }
+html[data-theme="light"] .highlight .c { color: #546E7A; font-style: italic } /* Comment */
+html[data-theme="light"] .highlight .err { color: #FF5370 } /* Error */
+html[data-theme="light"] .highlight .esc { color: #89DDFF } /* Escape */
+html[data-theme="light"] .highlight .g { color: #EEFFFF } /* Generic */
+html[data-theme="light"] .highlight .k { color: #BB80B3 } /* Keyword */
+html[data-theme="light"] .highlight .l { color: #C3E88D } /* Literal */
+html[data-theme="light"] .highlight .n { color: #EEFFFF } /* Name */
+html[data-theme="light"] .highlight .o { color: #89DDFF } /* Operator */
+html[data-theme="light"] .highlight .p { color: #89DDFF } /* Punctuation */
+html[data-theme="light"] .highlight .ch { color: #546E7A; font-style: italic } /* Comment.Hashbang */
+html[data-theme="light"] .highlight .cm { color: #546E7A; font-style: italic } /* Comment.Multiline */
+html[data-theme="light"] .highlight .cp { color: #546E7A; font-style: italic } /* Comment.Preproc */
+html[data-theme="light"] .highlight .cpf { color: #546E7A; font-style: italic } /* Comment.PreprocFile */
+html[data-theme="light"] .highlight .c1 { color: #546E7A; font-style: italic } /* Comment.Single */
+html[data-theme="light"] .highlight .cs { color: #546E7A; font-style: italic } /* Comment.Special */
+html[data-theme="light"] .highlight .gd { color: #FF5370 } /* Generic.Deleted */
+html[data-theme="light"] .highlight .ge { color: #89DDFF } /* Generic.Emph */
+html[data-theme="light"] .highlight .ges { color: #FFCB6B } /* Generic.EmphStrong */
+html[data-theme="light"] .highlight .gr { color: #FF5370 } /* Generic.Error */
+html[data-theme="light"] .highlight .gh { color: #C3E88D } /* Generic.Heading */
+html[data-theme="light"] .highlight .gi { color: #C3E88D } /* Generic.Inserted */
+html[data-theme="light"] .highlight .go { color: #546E7A } /* Generic.Output */
+html[data-theme="light"] .highlight .gp { color: #FFCB6B } /* Generic.Prompt */
+html[data-theme="light"] .highlight .gs { color: #FF5370 } /* Generic.Strong */
+html[data-theme="light"] .highlight .gu { color: #89DDFF } /* Generic.Subheading */
+html[data-theme="light"] .highlight .gt { color: #FF5370 } /* Generic.Traceback */
+html[data-theme="light"] .highlight .kc { color: #89DDFF } /* Keyword.Constant */
+html[data-theme="light"] .highlight .kd { color: #BB80B3 } /* Keyword.Declaration */
+html[data-theme="light"] .highlight .kn { color: #89DDFF; font-style: italic } /* Keyword.Namespace */
+html[data-theme="light"] .highlight .kp { color: #89DDFF } /* Keyword.Pseudo */
+html[data-theme="light"] .highlight .kr { color: #BB80B3 } /* Keyword.Reserved */
+html[data-theme="light"] .highlight .kt { color: #BB80B3 } /* Keyword.Type */
+html[data-theme="light"] .highlight .ld { color: #C3E88D } /* Literal.Date */
+html[data-theme="light"] .highlight .m { color: #F78C6C } /* Literal.Number */
+html[data-theme="light"] .highlight .s { color: #C3E88D } /* Literal.String */
+html[data-theme="light"] .highlight .na { color: #BB80B3 } /* Name.Attribute */
+html[data-theme="light"] .highlight .nb { color: #82AAFF } /* Name.Builtin */
+html[data-theme="light"] .highlight .nc { color: #FFCB6B } /* Name.Class */
+html[data-theme="light"] .highlight .no { color: #EEFFFF } /* Name.Constant */
+html[data-theme="light"] .highlight .nd { color: #82AAFF } /* Name.Decorator */
+html[data-theme="light"] .highlight .ni { color: #89DDFF } /* Name.Entity */
+html[data-theme="light"] .highlight .ne { color: #FFCB6B } /* Name.Exception */
+html[data-theme="light"] .highlight .nf { color: #82AAFF } /* Name.Function */
+html[data-theme="light"] .highlight .nl { color: #82AAFF } /* Name.Label */
+html[data-theme="light"] .highlight .nn { color: #FFCB6B } /* Name.Namespace */
+html[data-theme="light"] .highlight .nx { color: #EEFFFF } /* Name.Other */
+html[data-theme="light"] .highlight .py { color: #FFCB6B } /* Name.Property */
+html[data-theme="light"] .highlight .nt { color: #FF5370 } /* Name.Tag */
+html[data-theme="light"] .highlight .nv { color: #89DDFF } /* Name.Variable */
+html[data-theme="light"] .highlight .ow { color: #89DDFF; font-style: italic } /* Operator.Word */
+html[data-theme="light"] .highlight .pm { color: #89DDFF } /* Punctuation.Marker */
+html[data-theme="light"] .highlight .w { color: #EEFFFF } /* Text.Whitespace */
+html[data-theme="light"] .highlight .mb { color: #F78C6C } /* Literal.Number.Bin */
+html[data-theme="light"] .highlight .mf { color: #F78C6C } /* Literal.Number.Float */
+html[data-theme="light"] .highlight .mh { color: #F78C6C } /* Literal.Number.Hex */
+html[data-theme="light"] .highlight .mi { color: #F78C6C } /* Literal.Number.Integer */
+html[data-theme="light"] .highlight .mo { color: #F78C6C } /* Literal.Number.Oct */
+html[data-theme="light"] .highlight .sa { color: #BB80B3 } /* Literal.String.Affix */
+html[data-theme="light"] .highlight .sb { color: #C3E88D } /* Literal.String.Backtick */
+html[data-theme="light"] .highlight .sc { color: #C3E88D } /* Literal.String.Char */
+html[data-theme="light"] .highlight .dl { color: #EEFFFF } /* Literal.String.Delimiter */
+html[data-theme="light"] .highlight .sd { color: #546E7A; font-style: italic } /* Literal.String.Doc */
+html[data-theme="light"] .highlight .s2 { color: #C3E88D } /* Literal.String.Double */
+html[data-theme="light"] .highlight .se { color: #EEFFFF } /* Literal.String.Escape */
+html[data-theme="light"] .highlight .sh { color: #C3E88D } /* Literal.String.Heredoc */
+html[data-theme="light"] .highlight .si { color: #89DDFF } /* Literal.String.Interpol */
+html[data-theme="light"] .highlight .sx { color: #C3E88D } /* Literal.String.Other */
+html[data-theme="light"] .highlight .sr { color: #89DDFF } /* Literal.String.Regex */
+html[data-theme="light"] .highlight .s1 { color: #C3E88D } /* Literal.String.Single */
+html[data-theme="light"] .highlight .ss { color: #89DDFF } /* Literal.String.Symbol */
+html[data-theme="light"] .highlight .bp { color: #89DDFF } /* Name.Builtin.Pseudo */
+html[data-theme="light"] .highlight .fm { color: #82AAFF } /* Name.Function.Magic */
+html[data-theme="light"] .highlight .vc { color: #89DDFF } /* Name.Variable.Class */
+html[data-theme="light"] .highlight .vg { color: #89DDFF } /* Name.Variable.Global */
+html[data-theme="light"] .highlight .vi { color: #89DDFF } /* Name.Variable.Instance */
+html[data-theme="light"] .highlight .vm { color: #82AAFF } /* Name.Variable.Magic */
+html[data-theme="light"] .highlight .il { color: #F78C6C } /* Literal.Number.Integer.Long */
+html[data-theme="dark"] .highlight pre { line-height: 125%; }
+html[data-theme="dark"] .highlight td.linenos .normal { color: #37474F; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight span.linenos { color: #37474F; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight td.linenos .special { color: #607A86; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight span.linenos.special { color: #607A86; background-color: #263238; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight .hll { background-color: #2C3B41 }
+html[data-theme="dark"] .highlight { background: #263238; color: #EEFFFF }
+html[data-theme="dark"] .highlight .c { color: #546E7A; font-style: italic } /* Comment */
+html[data-theme="dark"] .highlight .err { color: #FF5370 } /* Error */
+html[data-theme="dark"] .highlight .esc { color: #89DDFF } /* Escape */
+html[data-theme="dark"] .highlight .g { color: #EEFFFF } /* Generic */
+html[data-theme="dark"] .highlight .k { color: #BB80B3 } /* Keyword */
+html[data-theme="dark"] .highlight .l { color: #C3E88D } /* Literal */
+html[data-theme="dark"] .highlight .n { color: #EEFFFF } /* Name */
+html[data-theme="dark"] .highlight .o { color: #89DDFF } /* Operator */
+html[data-theme="dark"] .highlight .p { color: #89DDFF } /* Punctuation */
+html[data-theme="dark"] .highlight .ch { color: #546E7A; font-style: italic } /* Comment.Hashbang */
+html[data-theme="dark"] .highlight .cm { color: #546E7A; font-style: italic } /* Comment.Multiline */
+html[data-theme="dark"] .highlight .cp { color: #546E7A; font-style: italic } /* Comment.Preproc */
+html[data-theme="dark"] .highlight .cpf { color: #546E7A; font-style: italic } /* Comment.PreprocFile */
+html[data-theme="dark"] .highlight .c1 { color: #546E7A; font-style: italic } /* Comment.Single */
+html[data-theme="dark"] .highlight .cs { color: #546E7A; font-style: italic } /* Comment.Special */
+html[data-theme="dark"] .highlight .gd { color: #FF5370 } /* Generic.Deleted */
+html[data-theme="dark"] .highlight .ge { color: #89DDFF } /* Generic.Emph */
+html[data-theme="dark"] .highlight .ges { color: #FFCB6B } /* Generic.EmphStrong */
+html[data-theme="dark"] .highlight .gr { color: #FF5370 } /* Generic.Error */
+html[data-theme="dark"] .highlight .gh { color: #C3E88D } /* Generic.Heading */
+html[data-theme="dark"] .highlight .gi { color: #C3E88D } /* Generic.Inserted */
+html[data-theme="dark"] .highlight .go { color: #546E7A } /* Generic.Output */
+html[data-theme="dark"] .highlight .gp { color: #FFCB6B } /* Generic.Prompt */
+html[data-theme="dark"] .highlight .gs { color: #FF5370 } /* Generic.Strong */
+html[data-theme="dark"] .highlight .gu { color: #89DDFF } /* Generic.Subheading */
+html[data-theme="dark"] .highlight .gt { color: #FF5370 } /* Generic.Traceback */
+html[data-theme="dark"] .highlight .kc { color: #89DDFF } /* Keyword.Constant */
+html[data-theme="dark"] .highlight .kd { color: #BB80B3 } /* Keyword.Declaration */
+html[data-theme="dark"] .highlight .kn { color: #89DDFF; font-style: italic } /* Keyword.Namespace */
+html[data-theme="dark"] .highlight .kp { color: #89DDFF } /* Keyword.Pseudo */
+html[data-theme="dark"] .highlight .kr { color: #BB80B3 } /* Keyword.Reserved */
+html[data-theme="dark"] .highlight .kt { color: #BB80B3 } /* Keyword.Type */
+html[data-theme="dark"] .highlight .ld { color: #C3E88D } /* Literal.Date */
+html[data-theme="dark"] .highlight .m { color: #F78C6C } /* Literal.Number */
+html[data-theme="dark"] .highlight .s { color: #C3E88D } /* Literal.String */
+html[data-theme="dark"] .highlight .na { color: #BB80B3 } /* Name.Attribute */
+html[data-theme="dark"] .highlight .nb { color: #82AAFF } /* Name.Builtin */
+html[data-theme="dark"] .highlight .nc { color: #FFCB6B } /* Name.Class */
+html[data-theme="dark"] .highlight .no { color: #EEFFFF } /* Name.Constant */
+html[data-theme="dark"] .highlight .nd { color: #82AAFF } /* Name.Decorator */
+html[data-theme="dark"] .highlight .ni { color: #89DDFF } /* Name.Entity */
+html[data-theme="dark"] .highlight .ne { color: #FFCB6B } /* Name.Exception */
+html[data-theme="dark"] .highlight .nf { color: #82AAFF } /* Name.Function */
+html[data-theme="dark"] .highlight .nl { color: #82AAFF } /* Name.Label */
+html[data-theme="dark"] .highlight .nn { color: #FFCB6B } /* Name.Namespace */
+html[data-theme="dark"] .highlight .nx { color: #EEFFFF } /* Name.Other */
+html[data-theme="dark"] .highlight .py { color: #FFCB6B } /* Name.Property */
+html[data-theme="dark"] .highlight .nt { color: #FF5370 } /* Name.Tag */
+html[data-theme="dark"] .highlight .nv { color: #89DDFF } /* Name.Variable */
+html[data-theme="dark"] .highlight .ow { color: #89DDFF; font-style: italic } /* Operator.Word */
+html[data-theme="dark"] .highlight .pm { color: #89DDFF } /* Punctuation.Marker */
+html[data-theme="dark"] .highlight .w { color: #EEFFFF } /* Text.Whitespace */
+html[data-theme="dark"] .highlight .mb { color: #F78C6C } /* Literal.Number.Bin */
+html[data-theme="dark"] .highlight .mf { color: #F78C6C } /* Literal.Number.Float */
+html[data-theme="dark"] .highlight .mh { color: #F78C6C } /* Literal.Number.Hex */
+html[data-theme="dark"] .highlight .mi { color: #F78C6C } /* Literal.Number.Integer */
+html[data-theme="dark"] .highlight .mo { color: #F78C6C } /* Literal.Number.Oct */
+html[data-theme="dark"] .highlight .sa { color: #BB80B3 } /* Literal.String.Affix */
+html[data-theme="dark"] .highlight .sb { color: #C3E88D } /* Literal.String.Backtick */
+html[data-theme="dark"] .highlight .sc { color: #C3E88D } /* Literal.String.Char */
+html[data-theme="dark"] .highlight .dl { color: #EEFFFF } /* Literal.String.Delimiter */
+html[data-theme="dark"] .highlight .sd { color: #546E7A; font-style: italic } /* Literal.String.Doc */
+html[data-theme="dark"] .highlight .s2 { color: #C3E88D } /* Literal.String.Double */
+html[data-theme="dark"] .highlight .se { color: #EEFFFF } /* Literal.String.Escape */
+html[data-theme="dark"] .highlight .sh { color: #C3E88D } /* Literal.String.Heredoc */
+html[data-theme="dark"] .highlight .si { color: #89DDFF } /* Literal.String.Interpol */
+html[data-theme="dark"] .highlight .sx { color: #C3E88D } /* Literal.String.Other */
+html[data-theme="dark"] .highlight .sr { color: #89DDFF } /* Literal.String.Regex */
+html[data-theme="dark"] .highlight .s1 { color: #C3E88D } /* Literal.String.Single */
+html[data-theme="dark"] .highlight .ss { color: #89DDFF } /* Literal.String.Symbol */
+html[data-theme="dark"] .highlight .bp { color: #89DDFF } /* Name.Builtin.Pseudo */
+html[data-theme="dark"] .highlight .fm { color: #82AAFF } /* Name.Function.Magic */
+html[data-theme="dark"] .highlight .vc { color: #89DDFF } /* Name.Variable.Class */
+html[data-theme="dark"] .highlight .vg { color: #89DDFF } /* Name.Variable.Global */
+html[data-theme="dark"] .highlight .vi { color: #89DDFF } /* Name.Variable.Instance */
+html[data-theme="dark"] .highlight .vm { color: #82AAFF } /* Name.Variable.Magic */
+html[data-theme="dark"] .highlight .il { color: #F78C6C } /* Literal.Number.Integer.Long */
\ No newline at end of file
diff --git a/_static/run_cell.js b/_static/run_cell.js
new file mode 100644
index 00000000..c05072b4
--- /dev/null
+++ b/_static/run_cell.js
@@ -0,0 +1,175 @@
+/**
+ * SVG files for our copy buttons
+ */
+let iconRun = `
+<svg class="pyodide-run-icon" style="width:32px;height:25px" viewBox="0 0 24 24">
+    <path stroke="none" fill="#28a745" d="M8,5.14V19.14L19,12.14L8,5.14Z" />
+</svg>`
+
+let iconLoading = `
+<svg class="pyodide-loading-icon" style="width:32px;height:25px" viewBox="0 0 24 24">
+    <path fill="currentColor" d="M12,15.5A3.5,3.5 0 0,1 8.5,12A3.5,3.5 0 0,1 12,8.5A3.5,3.5 0 0,1 15.5,12A3.5,3.5 0 0,1 12,15.5M19.43,12.97C19.47,12.65 19.5,12.33 19.5,12C19.5,11.67 19.47,11.34 19.43,11L21.54,9.37C21.73,9.22 21.78,8.95 21.66,8.73L19.66,5.27C19.54,5.05 19.27,4.96 19.05,5.05L16.56,6.05C16.04,5.66 15.5,5.32 14.87,5.07L14.5,2.42C14.46,2.18 14.25,2 14,2H10C9.75,2 9.54,2.18 9.5,2.42L9.13,5.07C8.5,5.32 7.96,5.66 7.44,6.05L4.95,5.05C4.73,4.96 4.46,5.05 4.34,5.27L2.34,8.73C2.21,8.95 2.27,9.22 2.46,9.37L4.57,11C4.53,11.34 4.5,11.67 4.5,12C4.5,12.33 4.53,12.65 4.57,12.97L2.46,14.63C2.27,14.78 2.21,15.05 2.34,15.27L4.34,18.73C4.46,18.95 4.73,19.03 4.95,18.95L7.44,17.94C7.96,18.34 8.5,18.68 9.13,18.93L9.5,21.58C9.54,21.82 9.75,22 10,22H14C14.25,22 14.46,21.82 14.5,21.58L14.87,18.93C15.5,18.67 16.04,18.34 16.56,17.94L19.05,18.95C19.27,19.03 19.54,18.95 19.66,18.73L21.66,15.27C21.78,15.05 21.73,14.78 21.54,14.63L19.43,12.97Z" />
+</svg>`
+
+let iconLoaded = `<svg class="pyodide-loaded-icon" style="width:32px;height:25px" viewBox="0 0 24 24">
+    <path fill="#28a745" d="M9,20.42L2.79,14.21L5.62,11.38L9,14.77L18.88,4.88L21.71,7.71L9,20.42Z" />
+</svg>`
+
+let iconError = `<svg class="pyodide-error-icon" style="width:32px;height:25px" viewBox="0 0 24 24">
+    <path fill="#ff0000" d="M12,2C17.53,2 22,6.47 22,12C22,17.53 17.53,22 12,22C6.47,22 2,17.53 2,12C2,6.47 6.47,2 12,2M15.59,7L12,10.59L8.41,7L7,8.41L10.59,12L7,15.59L8.41,17L12,13.41L15.59,17L17,15.59L13.41,12L17,8.41L15.59,7Z" />
+</svg>`
+
+let iconAlert = `<svg class="pyodide-alert-icon" style="width:32px;height:25px" viewBox="0 0 24 24">
+    <path fill="#f6be00" d="M13 13H11V7H13M11 15H13V17H11M15.73 3H8.27L3 8.27V15.73L8.27 21H15.73L21 15.73V8.27L15.73 3Z" />
+</svg>`
+
+/**
+ * Set up run for code blocks
+ */
+
+const _runWhenDOMLoaded = cb => {
+  if (document.readyState != 'loading') {
+    cb()
+  } else if (document.addEventListener) {
+    document.addEventListener('DOMContentLoaded', cb)
+  } else {
+    document.attachEvent('onreadystatechange', function() {
+      if (document.readyState == 'complete') cb()
+    })
+  }
+}
+
+const _codeCellId = index => `codecell${index}-py`
+
+// Changes tooltip text for two seconds, then changes it back
+const _ChangeTooltip = (el, newText) => {
+  const oldText = el.getAttribute('data-tooltip')
+  el.setAttribute('data-tooltip', newText)
+}
+
+// Changes the copy button icon for two seconds, then changes it back
+const _ChangeIcon = (el, icon) => {
+  el.innerHTML = icon;
+}
+
+function executeCell(id) {
+  const cell = document.getElementById(id)
+  let output = document.getElementById(`output-${id}`)
+  let stdout = document.getElementById(`stdout-${id}`)
+  let stderr = document.getElementById(`stderr-${id}`)
+  if (stdout == null) {
+    stdout = document.createElement('pre');
+    stdout.setAttribute('id', `stdout-${id}`)
+    stdout.setAttribute('class', 'pyodide-stdout')
+    cell.parentElement.parentElement.appendChild(stdout)
+  }
+  if (stderr == null) {
+    stderr = document.createElement('pre');
+    stderr.setAttribute('id', `stderr-${id}`)
+    stderr.setAttribute('class', 'pyodide-stderr')
+    cell.parentElement.parentElement.appendChild(stderr)
+  }
+  if (output == null) {
+    output = document.createElement('div');
+    output.setAttribute('id', `output-${id}`)
+    output.setAttribute('class', 'pyodide-output')
+    cell.parentElement.parentElement.appendChild(output)
+  }
+  window.pyodideWorker.postMessage({
+    type: 'execute',
+    id: id,
+    path: document.location.pathname,
+    code: cell.textContent
+  })
+  cell.setAttribute('executed', true)
+}
+
+const _query_params = new Proxy(new URLSearchParams(window.location.search), {
+  get: (searchParams, prop) => searchParams.get(prop),
+});
+
+let ACCEPTED = false;
+let INITIALIZED = 0;
+let EXECUTED = false;
+
+const _addRunButtonToCodeCells = () => {
+  // If Pyodide Worker hasn't loaded, wait a bit and try again.
+  if (window.pyodideWorker === undefined) {
+    setTimeout(addRunButtonToCodeCells, 250)
+    return
+  }
+
+  // Add copybuttons to all of our code cells
+  const RUNBUTTON_SELECTOR = 'div.pyodide div.highlight pre';
+  const codeCells = document.querySelectorAll(RUNBUTTON_SELECTOR)
+
+  INITIALIZED += 1
+  codeCells.forEach((codeCell, index) => {
+    const id = _codeCellId(index)
+    const copybtn = codeCell.parentElement.getElementsByClassName('copybtn')
+    if (copybtn.length) {
+      copybtn[0].setAttribute('data-clipboard-target', `#${id}`)
+    }
+    codeCell.setAttribute('id', id)
+    codeCell.setAttribute('executed', false)
+
+    // importShim will cause DOMLoaded event to trigger twice so we skip
+    // adding buttons the first time
+    if ((INITIALIZED < 2) && window.importShim) {
+      return
+    }
+
+    const RunButton = id =>
+    `<button id="button-${id}" class="runbtn o-tooltip--left" data-tooltip="Run cell" data-clipboard-target="#${id}">
+      ${iconRun}
+    </button>`
+    codeCell.insertAdjacentHTML('afterend', RunButton(id))
+    const run_button = document.getElementById(`button-${id}`)
+    run_button.addEventListener('click', (e) => {
+      if (!ACCEPTED) {
+        _ChangeTooltip(e.currentTarget, 'Executing this cell will download a Python runtime (typically 40+ MB). Click again to proceed.')
+        _ChangeIcon(e.currentTarget, iconAlert)
+        ACCEPTED = true
+        return
+      } else if (!EXECUTED) {
+        Bokeh.index.roots.map((v) => v.remove())
+        EXECUTED = true
+      }
+      let i = 0;
+      while (true) {
+        let cell_id = _codeCellId(i)
+        let cell = document.getElementById(cell_id)
+        if (cell == null) {
+          break
+        }
+        const output = document.getElementById(`output-${cell_id}`)
+        const stdout = document.getElementById(`stdout-${cell_id}`)
+        const stderr = document.getElementById(`stderr-${cell_id}`)
+        if (cell.getAttribute('executed') == 'false' || i == index) {
+          if (output) {
+            output.innerHTML = '';
+            output.style.display = 'none';
+          }
+          if (stdout) {
+            stdout.innerHTML = '';
+            stdout.style.display = 'none';
+          }
+          if (stderr) {
+            stderr.innerHTML = '';
+            stderr.style.display = 'none';
+          }
+          executeCell(cell_id)
+        }
+        i++;
+      }
+    })
+  })
+  if (_query_params.autorun) {
+    const id = _codeCellId(0)
+    const run_button = document.getElementById(`button-${id}`)
+    run_button.click()
+    run_button.click()
+  }
+}
+
+_runWhenDOMLoaded(_addRunButtonToCodeCells)
diff --git a/_static/runbutton.css b/_static/runbutton.css
new file mode 100644
index 00000000..ccc17fc4
--- /dev/null
+++ b/_static/runbutton.css
@@ -0,0 +1,128 @@
+/* Copy buttons */
+button.runbtn {
+  position: absolute;
+  display: flex;
+  bottom: 0.3em;
+  right: 0.3em;
+  width: 1.7em;
+  height: 1.7em;
+  user-select: none;
+  padding: 0;
+  border: none;
+  outline: none;
+  border-radius: 0.4em;
+  /* The colors that GitHub uses */
+  border: #1b1f2426 1px solid;
+  background-color: #f6f8fa;
+  color: #57606a;
+}
+
+div.highlight {
+  position: relative;
+}
+
+.highlight button.runbtn:hover {
+  background-color: rgb(235, 235, 235);
+}
+
+.highlight button.runbtn:active {
+  background-color: rgb(187, 187, 187);
+}
+
+/**
+ * A minimal CSS-only tooltip copied from:
+ *   https://codepen.io/mildrenben/pen/rVBrpK
+ *
+ * To use, write HTML like the following:
+ *
+ * <p class="o-tooltip--left" data-tooltip="Hey">Short</p>
+ */
+.o-tooltip--left {
+  position: relative;
+}
+
+.o-tooltip--left:after {
+  opacity: 0;
+  visibility: hidden;
+  position: absolute;
+  content: attr(data-tooltip);
+  padding: 0.2em;
+  font-size: 0.8em;
+  left: -0.2em;
+  background: grey;
+  color: white;
+  white-space: nowrap;
+  z-index: 2;
+  border-radius: 2px;
+  transform: translateX(-102%) translateY(0);
+  transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1),
+    transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+}
+
+.o-tooltip--left:has(.pyodide-alert-icon):after {
+  opacity: 1;
+  visibility: visible;
+}
+
+.o-tooltip--left:hover:after {
+  display: block;
+  opacity: 1;
+  visibility: visible;
+  transform: translateX(-100%) translateY(0);
+  transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1),
+    transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+  transition-delay: 0.5s;
+}
+
+/* By default the copy button shouldn't show up when printing a page */
+@media print {
+  button.runbtn {
+    display: none;
+  }
+}
+
+button.runbtn svg.pyodide-loading-icon {
+  transform-box: fill-box;
+  transform-origin: 50% 50%;
+  animation-duration: 3s;
+  animation-name: rotate;
+  animation-iteration-count: infinite;
+}
+
+@keyframes rotate {
+  from {
+    transform: rotate(0deg);
+  }
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+.pyodide-output {
+  margin: 1em 0;
+  overflow-x: auto;
+}
+
+.pyodide-output-wrapper {
+  margin-left: 0.5em;
+}
+
+.pyodide-stderr {
+  background-color: rgba(194, 103, 103, 0.35);
+  border: indianred solid 1px;
+  display: none;
+}
+
+.pyodide-stdout {
+  display: none;
+}
+
+.pyodide-output.embedded {
+  border-left: 0.5em solid darkgoldenrod;
+  border-radius: 0.4em;
+}
+
+.pyodide-output.live {
+  border-left: 0.5em solid green;
+  border-radius: 0.5em;
+}
diff --git a/_static/scripts/bootstrap.js b/_static/scripts/bootstrap.js
new file mode 100644
index 00000000..c8178deb
--- /dev/null
+++ b/_static/scripts/bootstrap.js
@@ -0,0 +1,3 @@
+/*! For license information please see bootstrap.js.LICENSE.txt */
+(()=>{"use strict";var t={d:(e,i)=>{for(var n in i)t.o(i,n)&&!t.o(e,n)&&Object.defineProperty(e,n,{enumerable:!0,get:i[n]})},o:(t,e)=>Object.prototype.hasOwnProperty.call(t,e),r:t=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(t,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(t,"__esModule",{value:!0})}},e={};t.r(e),t.d(e,{afterMain:()=>E,afterRead:()=>v,afterWrite:()=>C,applyStyles:()=>$,arrow:()=>J,auto:()=>a,basePlacements:()=>l,beforeMain:()=>y,beforeRead:()=>_,beforeWrite:()=>A,bottom:()=>s,clippingParents:()=>d,computeStyles:()=>it,createPopper:()=>Dt,createPopperBase:()=>St,createPopperLite:()=>$t,detectOverflow:()=>_t,end:()=>h,eventListeners:()=>st,flip:()=>bt,hide:()=>wt,left:()=>r,main:()=>w,modifierPhases:()=>O,offset:()=>Et,placements:()=>g,popper:()=>f,popperGenerator:()=>Lt,popperOffsets:()=>At,preventOverflow:()=>Tt,read:()=>b,reference:()=>p,right:()=>o,start:()=>c,top:()=>n,variationPlacements:()=>m,viewport:()=>u,write:()=>T});var 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t=we.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=we.find(bi,this._config.parent);return we.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=Ei.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}fe.on(document,pi,vi,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of we.getMultipleElementsFromSelector(this))Ei.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(Ei);const Ai="dropdown",Ti=".bs.dropdown",Ci=".data-api",Oi="ArrowUp",xi="ArrowDown",ki=`hide${Ti}`,Li=`hidden${Ti}`,Si=`show${Ti}`,Di=`shown${Ti}`,$i=`click${Ti}${Ci}`,Ii=`keydown${Ti}${Ci}`,Ni=`keyup${Ti}${Ci}`,Pi="show",Mi='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',ji=`${Mi}.${Pi}`,Fi=".dropdown-menu",Hi=Kt()?"top-end":"top-start",Bi=Kt()?"top-start":"top-end",Wi=Kt()?"bottom-end":"bottom-start",zi=Kt()?"bottom-start":"bottom-end",Ri=Kt()?"left-start":"right-start",qi=Kt()?"right-start":"left-start",Vi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Yi={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Ki extends ve{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=we.next(this._element,Fi)[0]||we.prev(this._element,Fi)[0]||we.findOne(Fi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Vi}static get DefaultType(){return Yi}static get NAME(){return Ai}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!fe.trigger(this._element,Si,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Pi),this._element.classList.add(Pi),fe.trigger(this._element,Di,t)}}hide(){if(Wt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!fe.trigger(this._element,ki,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Pi),this._element.classList.remove(Pi),this._element.setAttribute("aria-expanded","false"),_e.removeDataAttribute(this._menu,"popper"),fe.trigger(this._element,Li,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ft(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${Ai.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Ft(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Pi)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Ri;if(t.classList.contains("dropstart"))return qi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Bi:Hi:e?zi:Wi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(_e.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Xt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=we.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Gt(i,e,t===xi,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Ki.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=we.find(ji);for(const i of e){const e=Ki.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Oi,xi].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Mi)?this:we.prev(this,Mi)[0]||we.next(this,Mi)[0]||we.findOne(Mi,t.delegateTarget.parentNode),o=Ki.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}fe.on(document,Ii,Mi,Ki.dataApiKeydownHandler),fe.on(document,Ii,Fi,Ki.dataApiKeydownHandler),fe.on(document,$i,Ki.clearMenus),fe.on(document,Ni,Ki.clearMenus),fe.on(document,$i,Mi,(function(t){t.preventDefault(),Ki.getOrCreateInstance(this).toggle()})),Qt(Ki);const Qi="backdrop",Xi="show",Ui=`mousedown.bs.${Qi}`,Gi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Ji={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Zi extends be{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Gi}static get DefaultType(){return Ji}static get NAME(){return Qi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Xi),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Xi),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(fe.off(this._element,Ui),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),fe.on(t,Ui,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Ut(t,this._getElement(),this._config.isAnimated)}}const tn=".bs.focustrap",en=`focusin${tn}`,nn=`keydown.tab${tn}`,sn="backward",on={autofocus:!0,trapElement:null},rn={autofocus:"boolean",trapElement:"element"};class an extends be{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return on}static get DefaultType(){return rn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),fe.off(document,tn),fe.on(document,en,(t=>this._handleFocusin(t))),fe.on(document,nn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,fe.off(document,tn))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=we.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===sn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?sn:"forward")}}const ln=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",cn=".sticky-top",hn="padding-right",dn="margin-right";class un{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,hn,(e=>e+t)),this._setElementAttributes(ln,hn,(e=>e+t)),this._setElementAttributes(cn,dn,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,hn),this._resetElementAttributes(ln,hn),this._resetElementAttributes(cn,dn)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&_e.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=_e.getDataAttribute(t,e);null!==i?(_e.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Ft(t))e(t);else for(const i of we.find(t,this._element))e(i)}}const fn=".bs.modal",pn=`hide${fn}`,mn=`hidePrevented${fn}`,gn=`hidden${fn}`,_n=`show${fn}`,bn=`shown${fn}`,vn=`resize${fn}`,yn=`click.dismiss${fn}`,wn=`mousedown.dismiss${fn}`,En=`keydown.dismiss${fn}`,An=`click${fn}.data-api`,Tn="modal-open",Cn="show",On="modal-static",xn={backdrop:!0,focus:!0,keyboard:!0},kn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ln extends ve{constructor(t,e){super(t,e),this._dialog=we.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new un,this._addEventListeners()}static get Default(){return xn}static get DefaultType(){return kn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||fe.trigger(this._element,_n,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(Tn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(fe.trigger(this._element,pn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Cn),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){fe.off(window,fn),fe.off(this._dialog,fn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Zi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new an({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=we.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(Cn),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,fe.trigger(this._element,bn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){fe.on(this._element,En,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),fe.on(window,vn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),fe.on(this._element,wn,(t=>{fe.one(this._element,yn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(Tn),this._resetAdjustments(),this._scrollBar.reset(),fe.trigger(this._element,gn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(fe.trigger(this._element,mn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(On)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(On),this._queueCallback((()=>{this._element.classList.remove(On),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ln.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}fe.on(document,An,'[data-bs-toggle="modal"]',(function(t){const e=we.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),fe.one(e,_n,(t=>{t.defaultPrevented||fe.one(e,gn,(()=>{Bt(this)&&this.focus()}))}));const i=we.findOne(".modal.show");i&&Ln.getInstance(i).hide(),Ln.getOrCreateInstance(e).toggle(this)})),Ee(Ln),Qt(Ln);const Sn=".bs.offcanvas",Dn=".data-api",$n=`load${Sn}${Dn}`,In="show",Nn="showing",Pn="hiding",Mn=".offcanvas.show",jn=`show${Sn}`,Fn=`shown${Sn}`,Hn=`hide${Sn}`,Bn=`hidePrevented${Sn}`,Wn=`hidden${Sn}`,zn=`resize${Sn}`,Rn=`click${Sn}${Dn}`,qn=`keydown.dismiss${Sn}`,Vn={backdrop:!0,keyboard:!0,scroll:!1},Yn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Kn extends ve{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Vn}static get DefaultType(){return Yn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||fe.trigger(this._element,jn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new un).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Nn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(In),this._element.classList.remove(Nn),fe.trigger(this._element,Fn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(fe.trigger(this._element,Hn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Pn),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(In,Pn),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new un).reset(),fe.trigger(this._element,Wn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Zi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():fe.trigger(this._element,Bn)}:null})}_initializeFocusTrap(){return new an({trapElement:this._element})}_addEventListeners(){fe.on(this._element,qn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():fe.trigger(this._element,Bn))}))}static jQueryInterface(t){return this.each((function(){const e=Kn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}fe.on(document,Rn,'[data-bs-toggle="offcanvas"]',(function(t){const e=we.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this))return;fe.one(e,Wn,(()=>{Bt(this)&&this.focus()}));const i=we.findOne(Mn);i&&i!==e&&Kn.getInstance(i).hide(),Kn.getOrCreateInstance(e).toggle(this)})),fe.on(window,$n,(()=>{for(const t of we.find(Mn))Kn.getOrCreateInstance(t).show()})),fe.on(window,zn,(()=>{for(const t of we.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Kn.getOrCreateInstance(t).hide()})),Ee(Kn),Qt(Kn);const Qn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],dd:[],div:[],dl:[],dt:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Xn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Un=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Gn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Xn.has(i)||Boolean(Un.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Jn={allowList:Qn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Zn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},ts={entry:"(string|element|function|null)",selector:"(string|element)"};class es extends be{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Jn}static get DefaultType(){return Zn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},ts)}_setContent(t,e,i){const n=we.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ft(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Gn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Xt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const is=new Set(["sanitize","allowList","sanitizeFn"]),ns="fade",ss="show",os=".tooltip-inner",rs=".modal",as="hide.bs.modal",ls="hover",cs="focus",hs={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},ds={allowList:Qn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},us={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class fs extends ve{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return ds}static get DefaultType(){return us}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),fe.off(this._element.closest(rs),as,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=fe.trigger(this._element,this.constructor.eventName("show")),e=(zt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),fe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(ss),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._queueCallback((()=>{fe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!fe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(ss),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._activeTrigger.click=!1,this._activeTrigger[cs]=!1,this._activeTrigger[ls]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),fe.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ns,ss),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ns),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new es({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{[os]:this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ns)}_isShown(){return this.tip&&this.tip.classList.contains(ss)}_createPopper(t){const e=Xt(this._config.placement,[this,t,this._element]),i=hs[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Xt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Xt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)fe.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ls?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ls?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");fe.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?cs:ls]=!0,e._enter()})),fe.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?cs:ls]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},fe.on(this._element.closest(rs),as,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=_e.getDataAttributes(this._element);for(const t of Object.keys(e))is.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=fs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(fs);const ps=".popover-header",ms=".popover-body",gs={...fs.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>',trigger:"click"},_s={...fs.DefaultType,content:"(null|string|element|function)"};class bs extends fs{static get Default(){return gs}static get DefaultType(){return _s}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{[ps]:this._getTitle(),[ms]:this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=bs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(bs);const vs=".bs.scrollspy",ys=`activate${vs}`,ws=`click${vs}`,Es=`load${vs}.data-api`,As="active",Ts="[href]",Cs=".nav-link",Os=`${Cs}, .nav-item > ${Cs}, .list-group-item`,xs={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},ks={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ls extends ve{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return xs}static get DefaultType(){return ks}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Ht(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(fe.off(this._config.target,ws),fe.on(this._config.target,ws,Ts,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=we.find(Ts,this._config.target);for(const e of t){if(!e.hash||Wt(e))continue;const t=we.findOne(decodeURI(e.hash),this._element);Bt(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(As),this._activateParents(t),fe.trigger(this._element,ys,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))we.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(As);else for(const e of we.parents(t,".nav, .list-group"))for(const t of we.prev(e,Os))t.classList.add(As)}_clearActiveClass(t){t.classList.remove(As);const e=we.find(`${Ts}.${As}`,t);for(const t of e)t.classList.remove(As)}static jQueryInterface(t){return this.each((function(){const e=Ls.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(window,Es,(()=>{for(const t of we.find('[data-bs-spy="scroll"]'))Ls.getOrCreateInstance(t)})),Qt(Ls);const Ss=".bs.tab",Ds=`hide${Ss}`,$s=`hidden${Ss}`,Is=`show${Ss}`,Ns=`shown${Ss}`,Ps=`click${Ss}`,Ms=`keydown${Ss}`,js=`load${Ss}`,Fs="ArrowLeft",Hs="ArrowRight",Bs="ArrowUp",Ws="ArrowDown",zs="Home",Rs="End",qs="active",Vs="fade",Ys="show",Ks=".dropdown-toggle",Qs=`:not(${Ks})`,Xs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Us=`.nav-link${Qs}, .list-group-item${Qs}, [role="tab"]${Qs}, ${Xs}`,Gs=`.${qs}[data-bs-toggle="tab"], .${qs}[data-bs-toggle="pill"], .${qs}[data-bs-toggle="list"]`;class Js extends ve{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),fe.on(this._element,Ms,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?fe.trigger(e,Ds,{relatedTarget:t}):null;fe.trigger(t,Is,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(qs),this._activate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),fe.trigger(t,Ns,{relatedTarget:e})):t.classList.add(Ys)}),t,t.classList.contains(Vs)))}_deactivate(t,e){t&&(t.classList.remove(qs),t.blur(),this._deactivate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),fe.trigger(t,$s,{relatedTarget:e})):t.classList.remove(Ys)}),t,t.classList.contains(Vs)))}_keydown(t){if(![Fs,Hs,Bs,Ws,zs,Rs].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!Wt(t)));let i;if([zs,Rs].includes(t.key))i=e[t.key===zs?0:e.length-1];else{const n=[Hs,Ws].includes(t.key);i=Gt(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Js.getOrCreateInstance(i).show())}_getChildren(){return we.find(Us,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=we.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=we.findOne(t,i);s&&s.classList.toggle(n,e)};n(Ks,qs),n(".dropdown-menu",Ys),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(qs)}_getInnerElement(t){return t.matches(Us)?t:we.findOne(Us,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Js.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(document,Ps,Xs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this)||Js.getOrCreateInstance(this).show()})),fe.on(window,js,(()=>{for(const t of we.find(Gs))Js.getOrCreateInstance(t)})),Qt(Js);const Zs=".bs.toast",to=`mouseover${Zs}`,eo=`mouseout${Zs}`,io=`focusin${Zs}`,no=`focusout${Zs}`,so=`hide${Zs}`,oo=`hidden${Zs}`,ro=`show${Zs}`,ao=`shown${Zs}`,lo="hide",co="show",ho="showing",uo={animation:"boolean",autohide:"boolean",delay:"number"},fo={animation:!0,autohide:!0,delay:5e3};class po extends ve{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return fo}static get DefaultType(){return uo}static get NAME(){return"toast"}show(){fe.trigger(this._element,ro).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(lo),qt(this._element),this._element.classList.add(co,ho),this._queueCallback((()=>{this._element.classList.remove(ho),fe.trigger(this._element,ao),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(fe.trigger(this._element,so).defaultPrevented||(this._element.classList.add(ho),this._queueCallback((()=>{this._element.classList.add(lo),this._element.classList.remove(ho,co),fe.trigger(this._element,oo)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(co),super.dispose()}isShown(){return this._element.classList.contains(co)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){fe.on(this._element,to,(t=>this._onInteraction(t,!0))),fe.on(this._element,eo,(t=>this._onInteraction(t,!1))),fe.on(this._element,io,(t=>this._onInteraction(t,!0))),fe.on(this._element,no,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=po.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}function mo(t){"loading"!=document.readyState?t():document.addEventListener("DOMContentLoaded",t)}Ee(po),Qt(po),mo((function(){[].slice.call(document.querySelectorAll('[data-bs-toggle="tooltip"]')).map((function(t){return new fs(t,{delay:{show:500,hide:100}})}))})),mo((function(){document.getElementById("pst-back-to-top").addEventListener("click",(function(){document.body.scrollTop=0,document.documentElement.scrollTop=0}))})),mo((function(){var t=document.getElementById("pst-back-to-top"),e=document.getElementsByClassName("bd-header")[0].getBoundingClientRect();window.addEventListener("scroll",(function(){this.oldScroll>this.scrollY&&this.scrollY>e.bottom?t.style.display="block":t.style.display="none",this.oldScroll=this.scrollY}))})),window.bootstrap=i})();
+//# sourceMappingURL=bootstrap.js.map
\ No newline at end of file
diff --git a/_static/scripts/bootstrap.js.LICENSE.txt b/_static/scripts/bootstrap.js.LICENSE.txt
new file mode 100644
index 00000000..28755c2c
--- /dev/null
+++ b/_static/scripts/bootstrap.js.LICENSE.txt
@@ -0,0 +1,5 @@
+/*!
+  * Bootstrap v5.3.3 (https://getbootstrap.com/)
+  * Copyright 2011-2024 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
+  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+  */
diff --git a/_static/scripts/bootstrap.js.map b/_static/scripts/bootstrap.js.map
new file mode 100644
index 00000000..e9e81589
--- /dev/null
+++ b/_static/scripts/bootstrap.js.map
@@ -0,0 +1 @@
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(element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n  if (node == null) {\n    return window;\n  }\n\n  if (node.toString() !== '[object Window]') {\n    var ownerDocument = node.ownerDocument;\n    return ownerDocument ? ownerDocument.defaultView || window : window;\n  }\n\n  return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n  var OwnElement = getWindow(node).Element;\n  return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n  var OwnElement = getWindow(node).HTMLElement;\n  return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n  // IE 11 has no ShadowRoot\n  if (typeof ShadowRoot === 'undefined') {\n    return false;\n  }\n\n  var OwnElement = getWindow(node).ShadowRoot;\n  return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n  var state = _ref.state;\n  Object.keys(state.elements).forEach(function (name) {\n    var style = state.styles[name] || {};\n    var attributes = state.attributes[name] || {};\n    var element = state.elements[name]; // arrow is optional + virtual elements\n\n    if (!isHTMLElement(element) || !getNodeName(element)) {\n      return;\n    } // Flow doesn't support to extend this property, but it's the most\n    // effective way to apply styles to an HTMLElement\n    // $FlowFixMe[cannot-write]\n\n\n    Object.assign(element.style, style);\n    Object.keys(attributes).forEach(function (name) {\n      var value = attributes[name];\n\n      if (value === false) {\n        element.removeAttribute(name);\n      } else {\n        element.setAttribute(name, value === true ? '' : value);\n      }\n    });\n  });\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state;\n  var initialStyles = {\n    popper: {\n      position: state.options.strategy,\n      left: '0',\n      top: '0',\n      margin: '0'\n    },\n    arrow: {\n      position: 'absolute'\n    },\n    reference: {}\n  };\n  Object.assign(state.elements.popper.style, initialStyles.popper);\n  state.styles = initialStyles;\n\n  if (state.elements.arrow) {\n    Object.assign(state.elements.arrow.style, initialStyles.arrow);\n  }\n\n  return function () {\n    Object.keys(state.elements).forEach(function (name) {\n      var element = state.elements[name];\n      var attributes = state.attributes[name] || {};\n      var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n      var style = styleProperties.reduce(function (style, property) {\n        style[property] = '';\n        return style;\n      }, {}); // arrow is optional + virtual elements\n\n      if (!isHTMLElement(element) || !getNodeName(element)) {\n        return;\n      }\n\n      Object.assign(element.style, style);\n      Object.keys(attributes).forEach(function (attribute) {\n        element.removeAttribute(attribute);\n      });\n    });\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'applyStyles',\n  enabled: true,\n  phase: 'write',\n  fn: applyStyles,\n  effect: effect,\n  requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n  return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n  var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n  // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n  var width = element.offsetWidth;\n  var height = element.offsetHeight;\n\n  if (Math.abs(clientRect.width - width) <= 1) {\n    width = clientRect.width;\n  }\n\n  if (Math.abs(clientRect.height - height) <= 1) {\n    height = clientRect.height;\n  }\n\n  return {\n    x: element.offsetLeft,\n    y: element.offsetTop,\n    width: width,\n    height: height\n  };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n  var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n  if (parent.contains(child)) {\n    return true;\n  } // then fallback to custom implementation with Shadow DOM support\n  else if (rootNode && isShadowRoot(rootNode)) {\n      var next = child;\n\n      do {\n        if (next && parent.isSameNode(next)) {\n          return true;\n        } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n        next = next.parentNode || next.host;\n      } while (next);\n    } // Give up, the result is false\n\n\n  return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n  return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n  return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n  // $FlowFixMe[incompatible-return]: assume body is always available\n  return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n  element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n  if (getNodeName(element) === 'html') {\n    return element;\n  }\n\n  return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n    // $FlowFixMe[incompatible-return]\n    // $FlowFixMe[prop-missing]\n    element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n    element.parentNode || ( // DOM Element detected\n    isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n    // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n    getDocumentElement(element) // fallback\n\n  );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n  if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n  getComputedStyle(element).position === 'fixed') {\n    return null;\n  }\n\n  return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n  var isFirefox = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\n\n  if (isIE && isHTMLElement(element)) {\n    // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n    var elementCss = getComputedStyle(element);\n\n    if (elementCss.position === 'fixed') {\n      return null;\n    }\n  }\n\n  var currentNode = getParentNode(element);\n\n  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\n\n  while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n    var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n    // create a containing block.\n    // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n    if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n      return currentNode;\n    } else {\n      currentNode = currentNode.parentNode;\n    }\n  }\n\n  return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n  var window = getWindow(element);\n  var offsetParent = getTrueOffsetParent(element);\n\n  while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n    offsetParent = getTrueOffsetParent(offsetParent);\n  }\n\n  if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n    return window;\n  }\n\n  return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n  return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n  return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n  return {\n    top: 0,\n    right: 0,\n    bottom: 0,\n    left: 0\n  };\n}","export default function expandToHashMap(value, keys) {\n  return keys.reduce(function (hashMap, key) {\n    hashMap[key] = value;\n    return hashMap;\n  }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n  padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : padding;\n  return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n  var _state$modifiersData$;\n\n  var state = _ref.state,\n      name = _ref.name,\n      options = _ref.options;\n  var arrowElement = state.elements.arrow;\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var basePlacement = getBasePlacement(state.placement);\n  var axis = getMainAxisFromPlacement(basePlacement);\n  var isVertical = [left, right].indexOf(basePlacement) >= 0;\n  var len = isVertical ? 'height' : 'width';\n\n  if (!arrowElement || !popperOffsets) {\n    return;\n  }\n\n  var paddingObject = toPaddingObject(options.padding, state);\n  var arrowRect = getLayoutRect(arrowElement);\n  var minProp = axis === 'y' ? top : left;\n  var maxProp = axis === 'y' ? bottom : right;\n  var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n  var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n  var arrowOffsetParent = getOffsetParent(arrowElement);\n  var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n  var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n  // outside of the popper bounds\n\n  var min = paddingObject[minProp];\n  var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n  var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n  var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n  var axisProp = axis;\n  state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options;\n  var _options$element = options.element,\n      arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n  var x = _ref.x,\n      y = _ref.y;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(x * dpr) / dpr || 0,\n    y: round(y * dpr) / dpr || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\n  var hasX = offsets.hasOwnProperty('x');\n  var hasY = offsets.hasOwnProperty('y');\n  var sideX = left;\n  var sideY = top;\n  var win = window;\n\n  if (adaptive) {\n    var offsetParent = getOffsetParent(popper);\n    var heightProp = 'clientHeight';\n    var widthProp = 'clientWidth';\n\n    if (offsetParent === getWindow(popper)) {\n      offsetParent = getDocumentElement(popper);\n\n      if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n        heightProp = 'scrollHeight';\n        widthProp = 'scrollWidth';\n      }\n    } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n    offsetParent = offsetParent;\n\n    if (placement === top || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }, getWindow(popper)) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$assign;\n\n    return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n  }\n\n  return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.options;\n  var _options$gpuAccelerat = options.gpuAcceleration,\n      gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n      _options$adaptive = options.adaptive,\n      adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n      _options$roundOffsets = options.roundOffsets,\n      roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$scroll = options.scroll,\n      scroll = _options$scroll === void 0 ? true : _options$scroll,\n      _options$resize = options.resize,\n      resize = _options$resize === void 0 ? true : _options$resize;\n  var window = getWindow(state.elements.popper);\n  var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n  if (scroll) {\n    scrollParents.forEach(function (scrollParent) {\n      scrollParent.addEventListener('scroll', instance.update, passive);\n    });\n  }\n\n  if (resize) {\n    window.addEventListener('resize', instance.update, passive);\n  }\n\n  return function () {\n    if (scroll) {\n      scrollParents.forEach(function (scrollParent) {\n        scrollParent.removeEventListener('scroll', instance.update, passive);\n      });\n    }\n\n    if (resize) {\n      window.removeEventListener('resize', instance.update, passive);\n    }\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'eventListeners',\n  enabled: true,\n  phase: 'write',\n  fn: function fn() {},\n  effect: effect,\n  data: {}\n};","var hash = {\n  left: 'right',\n  right: 'left',\n  bottom: 'top',\n  top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n  return placement.replace(/left|right|bottom|top/g, function (matched) {\n    return hash[matched];\n  });\n}","var hash = {\n  start: 'end',\n  end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n  return placement.replace(/start|end/g, function (matched) {\n    return hash[matched];\n  });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n  var win = getWindow(node);\n  var scrollLeft = win.pageXOffset;\n  var scrollTop = win.pageYOffset;\n  return {\n    scrollLeft: scrollLeft,\n    scrollTop: scrollTop\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n  // If <html> has a CSS width greater than the viewport, then this will be\n  // incorrect for RTL.\n  // Popper 1 is broken in this case and never had a bug report so let's assume\n  // it's not an issue. I don't think anyone ever specifies width on <html>\n  // anyway.\n  // Browsers where the left scrollbar doesn't cause an issue report `0` for\n  // this (e.g. Edge 2019, IE11, Safari)\n  return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n  // Firefox wants us to check `-x` and `-y` variations as well\n  var _getComputedStyle = getComputedStyle(element),\n      overflow = _getComputedStyle.overflow,\n      overflowX = _getComputedStyle.overflowX,\n      overflowY = _getComputedStyle.overflowY;\n\n  return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n  if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$ownerDocumen;\n\n  if (list === void 0) {\n    list = [];\n  }\n\n  var scrollParent = getScrollParent(element);\n  var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n  var win = getWindow(scrollParent);\n  var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n  var updatedList = list.concat(target);\n  return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n  updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n  return Object.assign({}, rect, {\n    left: rect.x,\n    top: rect.y,\n    right: rect.x + rect.width,\n    bottom: rect.y + rect.height\n  });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n  rect.top = rect.top + element.clientTop;\n  rect.left = rect.left + element.clientLeft;\n  rect.bottom = rect.top + element.clientHeight;\n  rect.right = rect.left + element.clientWidth;\n  rect.width = element.clientWidth;\n  rect.height = element.clientHeight;\n  rect.x = rect.left;\n  rect.y = rect.top;\n  return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n  var clippingParents = listScrollParents(getParentNode(element));\n  var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n  var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n  if (!isElement(clipperElement)) {\n    return [];\n  } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n  return clippingParents.filter(function (clippingParent) {\n    return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n  });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n  var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n  var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n  var firstClippingParent = clippingParents[0];\n  var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n    var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n    accRect.top = max(rect.top, accRect.top);\n    accRect.right = min(rect.right, accRect.right);\n    accRect.bottom = min(rect.bottom, accRect.bottom);\n    accRect.left = max(rect.left, accRect.left);\n    return accRect;\n  }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n  clippingRect.width = clippingRect.right - clippingRect.left;\n  clippingRect.height = clippingRect.bottom - clippingRect.top;\n  clippingRect.x = clippingRect.left;\n  clippingRect.y = clippingRect.top;\n  return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n  var win = getWindow(element);\n  var html = getDocumentElement(element);\n  var visualViewport = win.visualViewport;\n  var width = html.clientWidth;\n  var height = html.clientHeight;\n  var x = 0;\n  var y = 0;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n      x = visualViewport.offsetLeft;\n      y = visualViewport.offsetTop;\n    }\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x + getWindowScrollBarX(element),\n    y: y\n  };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `<html>` and `<body>` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n  var _element$ownerDocumen;\n\n  var html = getDocumentElement(element);\n  var winScroll = getWindowScroll(element);\n  var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n  var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n  var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n  var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n  var y = -winScroll.scrollTop;\n\n  if (getComputedStyle(body || html).direction === 'rtl') {\n    x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x,\n    y: y\n  };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n  var reference = _ref.reference,\n      element = _ref.element,\n      placement = _ref.placement;\n  var basePlacement = placement ? getBasePlacement(placement) : null;\n  var variation = placement ? getVariation(placement) : null;\n  var commonX = reference.x + reference.width / 2 - element.width / 2;\n  var commonY = reference.y + reference.height / 2 - element.height / 2;\n  var offsets;\n\n  switch (basePlacement) {\n    case top:\n      offsets = {\n        x: commonX,\n        y: reference.y - element.height\n      };\n      break;\n\n    case bottom:\n      offsets = {\n        x: commonX,\n        y: reference.y + reference.height\n      };\n      break;\n\n    case right:\n      offsets = {\n        x: reference.x + reference.width,\n        y: commonY\n      };\n      break;\n\n    case left:\n      offsets = {\n        x: reference.x - element.width,\n        y: commonY\n      };\n      break;\n\n    default:\n      offsets = {\n        x: reference.x,\n        y: reference.y\n      };\n  }\n\n  var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n  if (mainAxis != null) {\n    var len = mainAxis === 'y' ? 'height' : 'width';\n\n    switch (variation) {\n      case start:\n        offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n        break;\n\n      case end:\n        offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n        break;\n\n      default:\n    }\n  }\n\n  return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      _options$placement = _options.placement,\n      placement = _options$placement === void 0 ? state.placement : _options$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n      _options$boundary = _options.boundary,\n      boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n      _options$rootBoundary = _options.rootBoundary,\n      rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n      _options$elementConte = _options.elementContext,\n      elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n      _options$altBoundary = _options.altBoundary,\n      altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n      _options$padding = _options.padding,\n      padding = _options$padding === void 0 ? 0 : _options$padding;\n  var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n  var altContext = elementContext === popper ? reference : popper;\n  var popperRect = state.rects.popper;\n  var element = state.elements[altBoundary ? altContext : elementContext];\n  var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\n  var popperOffsets = computeOffsets({\n    reference: referenceClientRect,\n    element: popperRect,\n    strategy: 'absolute',\n    placement: placement\n  });\n  var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n  var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n  // 0 or negative = within the clipping rect\n\n  var overflowOffsets = {\n    top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n    bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n    left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n    right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n  };\n  var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n  if (elementContext === popper && offsetData) {\n    var offset = offsetData[placement];\n    Object.keys(overflowOffsets).forEach(function (key) {\n      var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n      var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n      overflowOffsets[key] += offset[axis] * multiply;\n    });\n  }\n\n  return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n      specifiedFallbackPlacements = options.fallbackPlacements,\n      padding = options.padding,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      _options$flipVariatio = options.flipVariations,\n      flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n      allowedAutoPlacements = options.allowedAutoPlacements;\n  var preferredPlacement = state.options.placement;\n  var basePlacement = getBasePlacement(preferredPlacement);\n  var isBasePlacement = basePlacement === preferredPlacement;\n  var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n  var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n    return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding,\n      flipVariations: flipVariations,\n      allowedAutoPlacements: allowedAutoPlacements\n    }) : placement);\n  }, []);\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var checksMap = new Map();\n  var makeFallbackChecks = true;\n  var firstFittingPlacement = placements[0];\n\n  for (var i = 0; i < placements.length; i++) {\n    var placement = placements[i];\n\n    var _basePlacement = getBasePlacement(placement);\n\n    var isStartVariation = getVariation(placement) === start;\n    var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n    var len = isVertical ? 'width' : 'height';\n    var overflow = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      altBoundary: altBoundary,\n      padding: padding\n    });\n    var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n    if (referenceRect[len] > popperRect[len]) {\n      mainVariationSide = getOppositePlacement(mainVariationSide);\n    }\n\n    var altVariationSide = getOppositePlacement(mainVariationSide);\n    var checks = [];\n\n    if (checkMainAxis) {\n      checks.push(overflow[_basePlacement] <= 0);\n    }\n\n    if (checkAltAxis) {\n      checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n    }\n\n    if (checks.every(function (check) {\n      return check;\n    })) {\n      firstFittingPlacement = placement;\n      makeFallbackChecks = false;\n      break;\n    }\n\n    checksMap.set(placement, checks);\n  }\n\n  if (makeFallbackChecks) {\n    // `2` may be desired in some cases – research later\n    var numberOfChecks = flipVariations ? 3 : 1;\n\n    var _loop = function _loop(_i) {\n      var fittingPlacement = placements.find(function (placement) {\n        var checks = checksMap.get(placement);\n\n        if (checks) {\n          return checks.slice(0, _i).every(function (check) {\n            return check;\n          });\n        }\n      });\n\n      if (fittingPlacement) {\n        firstFittingPlacement = fittingPlacement;\n        return \"break\";\n      }\n    };\n\n    for (var _i = numberOfChecks; _i > 0; _i--) {\n      var _ret = _loop(_i);\n\n      if (_ret === \"break\") break;\n    }\n  }\n\n  if (state.placement !== firstFittingPlacement) {\n    state.modifiersData[name]._skip = true;\n    state.placement = firstFittingPlacement;\n    state.reset = true;\n  }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'flip',\n  enabled: true,\n  phase: 'main',\n  fn: flip,\n  requiresIfExists: ['offset'],\n  data: {\n    _skip: false\n  }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      placement = _options.placement,\n      boundary = _options.boundary,\n      rootBoundary = _options.rootBoundary,\n      padding = _options.padding,\n      flipVariations = _options.flipVariations,\n      _options$allowedAutoP = _options.allowedAutoPlacements,\n      allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n  var variation = getVariation(placement);\n  var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n    return getVariation(placement) === variation;\n  }) : basePlacements;\n  var allowedPlacements = placements.filter(function (placement) {\n    return allowedAutoPlacements.indexOf(placement) >= 0;\n  });\n\n  if (allowedPlacements.length === 0) {\n    allowedPlacements = placements;\n  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n  if (preventedOffsets === void 0) {\n    preventedOffsets = {\n      x: 0,\n      y: 0\n    };\n  }\n\n  return {\n    top: overflow.top - rect.height - preventedOffsets.y,\n    right: overflow.right - rect.width + preventedOffsets.x,\n    bottom: overflow.bottom - rect.height + preventedOffsets.y,\n    left: overflow.left - rect.width - preventedOffsets.x\n  };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n  return [top, right, bottom, left].some(function (side) {\n    return overflow[side] >= 0;\n  });\n}\n\nfunction hide(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var preventedOffsets = state.modifiersData.preventOverflow;\n  var referenceOverflow = detectOverflow(state, {\n    elementContext: 'reference'\n  });\n  var popperAltOverflow = detectOverflow(state, {\n    altBoundary: true\n  });\n  var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n  var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n  var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n  var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n  state.modifiersData[name] = {\n    referenceClippingOffsets: referenceClippingOffsets,\n    popperEscapeOffsets: popperEscapeOffsets,\n    isReferenceHidden: isReferenceHidden,\n    hasPopperEscaped: hasPopperEscaped\n  };\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-reference-hidden': isReferenceHidden,\n    'data-popper-escaped': hasPopperEscaped\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'hide',\n  enabled: true,\n  phase: 'main',\n  requiresIfExists: ['preventOverflow'],\n  fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n  var basePlacement = getBasePlacement(placement);\n  var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n  var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n    placement: placement\n  })) : offset,\n      skidding = _ref[0],\n      distance = _ref[1];\n\n  skidding = skidding || 0;\n  distance = (distance || 0) * invertDistance;\n  return [left, right].indexOf(basePlacement) >= 0 ? {\n    x: distance,\n    y: skidding\n  } : {\n    x: skidding,\n    y: distance\n  };\n}\n\nfunction offset(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options,\n      name = _ref2.name;\n  var _options$offset = options.offset,\n      offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n  var data = placements.reduce(function (acc, placement) {\n    acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n    return acc;\n  }, {});\n  var _data$state$placement = data[state.placement],\n      x = _data$state$placement.x,\n      y = _data$state$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      padding = options.padding,\n      _options$tether = options.tether,\n      tether = _options$tether === void 0 ? true : _options$tether,\n      _options$tetherOffset = options.tetherOffset,\n      tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\n    var mainSide = mainAxis === 'y' ? top : left;\n    var altSide = mainAxis === 'y' ? bottom : right;\n    var len = mainAxis === 'y' ? 'height' : 'width';\n    var offset = popperOffsets[mainAxis];\n    var min = offset + overflow[mainSide];\n    var max = offset - overflow[altSide];\n    var additive = tether ? -popperRect[len] / 2 : 0;\n    var minLen = variation === start ? referenceRect[len] : popperRect[len];\n    var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n    // outside the reference bounds\n\n    var arrowElement = state.elements.arrow;\n    var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n      width: 0,\n      height: 0\n    };\n    var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n    var arrowPaddingMin = arrowPaddingObject[mainSide];\n    var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n    // to include its full size in the calculation. If the reference is small\n    // and near the edge of a boundary, the popper can overflow even if the\n    // reference is not overflowing as well (e.g. virtual elements with no\n    // width or height)\n\n    var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n    var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n    var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n    var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n    var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\n    var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n    popperOffsets[mainAxis] = preventedOffset;\n    data[mainAxis] = preventedOffset - offset;\n  }\n\n  if (checkAltAxis) {\n    var _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'preventOverflow',\n  enabled: true,\n  phase: 'main',\n  fn: preventOverflow,\n  requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n  return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(rect.height) / element.offsetHeight || 1;\n  return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n  if (isFixed === void 0) {\n    isFixed = false;\n  }\n\n  var isOffsetParentAnElement = isHTMLElement(offsetParent);\n  var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n  var documentElement = getDocumentElement(offsetParent);\n  var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n  var scroll = {\n    scrollLeft: 0,\n    scrollTop: 0\n  };\n  var offsets = {\n    x: 0,\n    y: 0\n  };\n\n  if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n    if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n    isScrollParent(documentElement)) {\n      scroll = getNodeScroll(offsetParent);\n    }\n\n    if (isHTMLElement(offsetParent)) {\n      offsets = getBoundingClientRect(offsetParent, true);\n      offsets.x += offsetParent.clientLeft;\n      offsets.y += offsetParent.clientTop;\n    } else if (documentElement) {\n      offsets.x = getWindowScrollBarX(documentElement);\n    }\n  }\n\n  return {\n    x: rect.left + scroll.scrollLeft - offsets.x,\n    y: rect.top + scroll.scrollTop - offsets.y,\n    width: rect.width,\n    height: rect.height\n  };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n  if (node === getWindow(node) || !isHTMLElement(node)) {\n    return getWindowScroll(node);\n  } else {\n    return getHTMLElementScroll(node);\n  }\n}","export default function getHTMLElementScroll(element) {\n  return {\n    scrollLeft: element.scrollLeft,\n    scrollTop: element.scrollTop\n  };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n  var map = new Map();\n  var visited = new Set();\n  var result = [];\n  modifiers.forEach(function (modifier) {\n    map.set(modifier.name, modifier);\n  }); // On visiting object, check for its dependencies and visit them recursively\n\n  function sort(modifier) {\n    visited.add(modifier.name);\n    var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n    requires.forEach(function (dep) {\n      if (!visited.has(dep)) {\n        var depModifier = map.get(dep);\n\n        if (depModifier) {\n          sort(depModifier);\n        }\n      }\n    });\n    result.push(modifier);\n  }\n\n  modifiers.forEach(function (modifier) {\n    if (!visited.has(modifier.name)) {\n      // check for visited object\n      sort(modifier);\n    }\n  });\n  return result;\n}\n\nexport default function orderModifiers(modifiers) {\n  // order based on dependencies\n  var orderedModifiers = order(modifiers); // order based on phase\n\n  return modifierPhases.reduce(function (acc, phase) {\n    return acc.concat(orderedModifiers.filter(function (modifier) {\n      return modifier.phase === phase;\n    }));\n  }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n  placement: 'bottom',\n  modifiers: [],\n  strategy: 'absolute'\n};\n\nfunction areValidElements() {\n  for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n    args[_key] = arguments[_key];\n  }\n\n  return !args.some(function (element) {\n    return !(element && typeof element.getBoundingClientRect === 'function');\n  });\n}\n\nexport function popperGenerator(generatorOptions) {\n  if (generatorOptions === void 0) {\n    generatorOptions = {};\n  }\n\n  var _generatorOptions = generatorOptions,\n      _generatorOptions$def = _generatorOptions.defaultModifiers,\n      defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n      _generatorOptions$def2 = _generatorOptions.defaultOptions,\n      defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        });\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$elements = state.elements,\n            reference = _state$elements.reference,\n            popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n        // anymore\n\n        if (!areValidElements(reference, popper)) {\n          return;\n        } // Store the reference and popper rects to be read by modifiers\n\n\n        state.rects = {\n          reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n          popper: getLayoutRect(popper)\n        }; // Modifiers have the ability to reset the current update cycle. The\n        // most common use case for this is the `flip` modifier changing the\n        // placement, which then needs to re-run all the modifiers, because the\n        // logic was previously ran for the previous placement and is therefore\n        // stale/incorrect\n\n        state.reset = false;\n        state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n        // is filled with the initial data specified by the modifier. This means\n        // it doesn't persist and is fresh on each update.\n        // To ensure persistent data, use `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$orderedModifie = state.orderedModifiers[index],\n              fn = _state$orderedModifie.fn,\n              _state$orderedModifie2 = _state$orderedModifie.options,\n              _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n              name = _state$orderedModifie.name;\n\n          if (typeof fn === 'function') {\n            state = fn({\n              state: state,\n              options: _options,\n              name: name,\n              instance: instance\n            }) || state;\n          }\n        }\n      },\n      // Async and optimistically optimized update – it will not be executed if\n      // not necessary (debounced to run at most once-per-tick)\n      update: debounce(function () {\n        return new Promise(function (resolve) {\n          instance.forceUpdate();\n          resolve(state);\n        });\n      }),\n      destroy: function destroy() {\n        cleanupModifierEffects();\n        isDestroyed = true;\n      }\n    };\n\n    if (!areValidElements(reference, popper)) {\n      return instance;\n    }\n\n    instance.setOptions(options).then(function (state) {\n      if (!isDestroyed && options.onFirstUpdate) {\n        options.onFirstUpdate(state);\n      }\n    }); // Modifiers have the ability to execute arbitrary code before the first\n    // update cycle runs. They will be executed in the same order as the update\n    // cycle. This is useful when a modifier adds some persistent data that\n    // other modifiers need to use, but the modifier is run after the dependent\n    // one.\n\n    function runModifierEffects() {\n      state.orderedModifiers.forEach(function (_ref) {\n        var name = _ref.name,\n            _ref$options = _ref.options,\n            options = _ref$options === void 0 ? {} : _ref$options,\n            effect = _ref.effect;\n\n        if (typeof effect === 'function') {\n          var cleanupFn = effect({\n            state: state,\n            name: name,\n            instance: instance,\n            options: options\n          });\n\n          var noopFn = function noopFn() {};\n\n          effectCleanupFns.push(cleanupFn || noopFn);\n        }\n      });\n    }\n\n    function cleanupModifierEffects() {\n      effectCleanupFns.forEach(function (fn) {\n        return fn();\n      });\n      effectCleanupFns = [];\n    }\n\n    return instance;\n  };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n  var pending;\n  return function () {\n    if (!pending) {\n      pending = new Promise(function (resolve) {\n        Promise.resolve().then(function () {\n          pending = undefined;\n          resolve(fn());\n        });\n      });\n    }\n\n    return pending;\n  };\n}","export default function mergeByName(modifiers) {\n  var merged = modifiers.reduce(function (merged, current) {\n    var existing = merged[current.name];\n    merged[current.name] = existing ? Object.assign({}, existing, current, {\n      options: Object.assign({}, existing.options, current.options),\n      data: Object.assign({}, existing.data, current.data)\n    }) : current;\n    return merged;\n  }, {}); // IE11 does not support Object.values\n\n  return Object.keys(merged).map(function (key) {\n    return merged[key];\n  });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n  * Bootstrap v5.3.3 (https://getbootstrap.com/)\n  * Copyright 2011-2024 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n  */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map();\nconst Data = {\n  set(element, key, instance) {\n    if (!elementMap.has(element)) {\n      elementMap.set(element, new Map());\n    }\n    const instanceMap = elementMap.get(element);\n\n    // make it clear we only want one instance per element\n    // can be removed later when multiple key/instances are fine to be used\n    if (!instanceMap.has(key) && instanceMap.size !== 0) {\n      // eslint-disable-next-line no-console\n      console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n      return;\n    }\n    instanceMap.set(key, instance);\n  },\n  get(element, key) {\n    if (elementMap.has(element)) {\n      return elementMap.get(element).get(key) || null;\n    }\n    return null;\n  },\n  remove(element, key) {\n    if (!elementMap.has(element)) {\n      return;\n    }\n    const instanceMap = elementMap.get(element);\n    instanceMap.delete(key);\n\n    // free up element references if there are no instances left for an element\n    if (instanceMap.size === 0) {\n      elementMap.delete(element);\n    }\n  }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend';\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n  if (selector && window.CSS && window.CSS.escape) {\n    // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n    selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`);\n  }\n  return selector;\n};\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n  if (object === null || object === undefined) {\n    return `${object}`;\n  }\n  return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n  do {\n    prefix += Math.floor(Math.random() * MAX_UID);\n  } while (document.getElementById(prefix));\n  return prefix;\n};\nconst getTransitionDurationFromElement = element => {\n  if (!element) {\n    return 0;\n  }\n\n  // Get transition-duration of the element\n  let {\n    transitionDuration,\n    transitionDelay\n  } = window.getComputedStyle(element);\n  const floatTransitionDuration = Number.parseFloat(transitionDuration);\n  const floatTransitionDelay = Number.parseFloat(transitionDelay);\n\n  // Return 0 if element or transition duration is not found\n  if (!floatTransitionDuration && !floatTransitionDelay) {\n    return 0;\n  }\n\n  // If multiple durations are defined, take the first\n  transitionDuration = transitionDuration.split(',')[0];\n  transitionDelay = transitionDelay.split(',')[0];\n  return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\nconst triggerTransitionEnd = element => {\n  element.dispatchEvent(new Event(TRANSITION_END));\n};\nconst isElement = object => {\n  if (!object || typeof object !== 'object') {\n    return false;\n  }\n  if (typeof object.jquery !== 'undefined') {\n    object = object[0];\n  }\n  return typeof object.nodeType !== 'undefined';\n};\nconst getElement = object => {\n  // it's a jQuery object or a node element\n  if (isElement(object)) {\n    return object.jquery ? object[0] : object;\n  }\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(parseSelector(object));\n  }\n  return null;\n};\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false;\n  }\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible';\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])');\n  if (!closedDetails) {\n    return elementIsVisible;\n  }\n  if (closedDetails !== element) {\n    const summary = element.closest('summary');\n    if (summary && summary.parentNode !== closedDetails) {\n      return false;\n    }\n    if (summary === null) {\n      return false;\n    }\n  }\n  return elementIsVisible;\n};\nconst isDisabled = element => {\n  if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n    return true;\n  }\n  if (element.classList.contains('disabled')) {\n    return true;\n  }\n  if (typeof element.disabled !== 'undefined') {\n    return element.disabled;\n  }\n  return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\nconst findShadowRoot = element => {\n  if (!document.documentElement.attachShadow) {\n    return null;\n  }\n\n  // Can find the shadow root otherwise it'll return the document\n  if (typeof element.getRootNode === 'function') {\n    const root = element.getRootNode();\n    return root instanceof ShadowRoot ? root : null;\n  }\n  if (element instanceof ShadowRoot) {\n    return element;\n  }\n\n  // when we don't find a shadow root\n  if (!element.parentNode) {\n    return null;\n  }\n  return findShadowRoot(element.parentNode);\n};\nconst noop = () => {};\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n  element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.jQuery;\n  }\n  return null;\n};\nconst DOMContentLoadedCallbacks = [];\nconst onDOMContentLoaded = callback => {\n  if (document.readyState === 'loading') {\n    // add listener on the first call when the document is in loading state\n    if (!DOMContentLoadedCallbacks.length) {\n      document.addEventListener('DOMContentLoaded', () => {\n        for (const callback of DOMContentLoadedCallbacks) {\n          callback();\n        }\n      });\n    }\n    DOMContentLoadedCallbacks.push(callback);\n  } else {\n    callback();\n  }\n};\nconst isRTL = () => document.documentElement.dir === 'rtl';\nconst defineJQueryPlugin = plugin => {\n  onDOMContentLoaded(() => {\n    const $ = getjQuery();\n    /* istanbul ignore if */\n    if ($) {\n      const name = plugin.NAME;\n      const JQUERY_NO_CONFLICT = $.fn[name];\n      $.fn[name] = plugin.jQueryInterface;\n      $.fn[name].Constructor = plugin;\n      $.fn[name].noConflict = () => {\n        $.fn[name] = JQUERY_NO_CONFLICT;\n        return plugin.jQueryInterface;\n      };\n    }\n  });\n};\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n  return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue;\n};\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n  if (!waitForTransition) {\n    execute(callback);\n    return;\n  }\n  const durationPadding = 5;\n  const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n  let called = false;\n  const handler = ({\n    target\n  }) => {\n    if (target !== transitionElement) {\n      return;\n    }\n    called = true;\n    transitionElement.removeEventListener(TRANSITION_END, handler);\n    execute(callback);\n  };\n  transitionElement.addEventListener(TRANSITION_END, handler);\n  setTimeout(() => {\n    if (!called) {\n      triggerTransitionEnd(transitionElement);\n    }\n  }, emulatedDuration);\n};\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list    The list of elements\n * @param activeElement   The active element\n * @param shouldGetNext   Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n  const listLength = list.length;\n  let index = list.indexOf(activeElement);\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n  }\n  index += shouldGetNext ? 1 : -1;\n  if (isCycleAllowed) {\n    index = (index + listLength) % listLength;\n  }\n  return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\nlet uidEvent = 1;\nconst customEvents = {\n  mouseenter: 'mouseover',\n  mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\nfunction getElementEvents(element) {\n  const uid = makeEventUid(element);\n  element.uidEvent = uid;\n  eventRegistry[uid] = eventRegistry[uid] || {};\n  return eventRegistry[uid];\n}\nfunction bootstrapHandler(element, fn) {\n  return function handler(event) {\n    hydrateObj(event, {\n      delegateTarget: element\n    });\n    if (handler.oneOff) {\n      EventHandler.off(element, event.type, fn);\n    }\n    return fn.apply(element, [event]);\n  };\n}\nfunction bootstrapDelegationHandler(element, selector, fn) {\n  return function handler(event) {\n    const domElements = element.querySelectorAll(selector);\n    for (let {\n      target\n    } = event; target && target !== this; target = target.parentNode) {\n      for (const domElement of domElements) {\n        if (domElement !== target) {\n          continue;\n        }\n        hydrateObj(event, {\n          delegateTarget: target\n        });\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn);\n        }\n        return fn.apply(target, [event]);\n      }\n    }\n  };\n}\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string';\n  // TODO: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n  let typeEvent = getTypeEvent(originalTypeEvent);\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent;\n  }\n  return [isDelegated, callable, typeEvent];\n}\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return;\n  }\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n\n  // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n  // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n  if (originalTypeEvent in customEvents) {\n    const wrapFunction = fn => {\n      return function (event) {\n        if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n          return fn.call(this, event);\n        }\n      };\n    };\n    callable = wrapFunction(callable);\n  }\n  const events = getElementEvents(element);\n  const handlers = events[typeEvent] || (events[typeEvent] = {});\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff;\n    return;\n  }\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n  const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n  fn.delegationSelector = isDelegated ? handler : null;\n  fn.callable = callable;\n  fn.oneOff = oneOff;\n  fn.uidEvent = uid;\n  handlers[uid] = fn;\n  element.addEventListener(typeEvent, fn, isDelegated);\n}\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n  const fn = findHandler(events[typeEvent], handler, delegationSelector);\n  if (!fn) {\n    return;\n  }\n  element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n  delete events[typeEvent][fn.uidEvent];\n}\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n  const storeElementEvent = events[typeEvent] || {};\n  for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n    }\n  }\n}\nfunction getTypeEvent(event) {\n  // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n  event = event.replace(stripNameRegex, '');\n  return customEvents[event] || event;\n}\nconst EventHandler = {\n  on(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false);\n  },\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true);\n  },\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return;\n    }\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n    const inNamespace = typeEvent !== originalTypeEvent;\n    const events = getElementEvents(element);\n    const storeElementEvent = events[typeEvent] || {};\n    const isNamespace = originalTypeEvent.startsWith('.');\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return;\n      }\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n      return;\n    }\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n      }\n    }\n    for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '');\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n      }\n    }\n  },\n  trigger(element, event, args) {\n    if (typeof event !== 'string' || !element) {\n      return null;\n    }\n    const $ = getjQuery();\n    const typeEvent = getTypeEvent(event);\n    const inNamespace = event !== typeEvent;\n    let jQueryEvent = null;\n    let bubbles = true;\n    let nativeDispatch = true;\n    let defaultPrevented = false;\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args);\n      $(element).trigger(jQueryEvent);\n      bubbles = !jQueryEvent.isPropagationStopped();\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n      defaultPrevented = jQueryEvent.isDefaultPrevented();\n    }\n    const evt = hydrateObj(new Event(event, {\n      bubbles,\n      cancelable: true\n    }), args);\n    if (defaultPrevented) {\n      evt.preventDefault();\n    }\n    if (nativeDispatch) {\n      element.dispatchEvent(evt);\n    }\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault();\n    }\n    return evt;\n  }\n};\nfunction hydrateObj(obj, meta = {}) {\n  for (const [key, value] of Object.entries(meta)) {\n    try {\n      obj[key] = value;\n    } catch (_unused) {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value;\n        }\n      });\n    }\n  }\n  return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true;\n  }\n  if (value === 'false') {\n    return false;\n  }\n  if (value === Number(value).toString()) {\n    return Number(value);\n  }\n  if (value === '' || value === 'null') {\n    return null;\n  }\n  if (typeof value !== 'string') {\n    return value;\n  }\n  try {\n    return JSON.parse(decodeURIComponent(value));\n  } catch (_unused) {\n    return value;\n  }\n}\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\nconst Manipulator = {\n  setDataAttribute(element, key, value) {\n    element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n  },\n  removeDataAttribute(element, key) {\n    element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n  },\n  getDataAttributes(element) {\n    if (!element) {\n      return {};\n    }\n    const attributes = {};\n    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n    for (const key of bsKeys) {\n      let pureKey = key.replace(/^bs/, '');\n      pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n      attributes[pureKey] = normalizeData(element.dataset[key]);\n    }\n    return attributes;\n  },\n  getDataAttribute(element, key) {\n    return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n  }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {};\n  }\n  static get DefaultType() {\n    return {};\n  }\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!');\n  }\n  _getConfig(config) {\n    config = this._mergeConfigObj(config);\n    config = this._configAfterMerge(config);\n    this._typeCheckConfig(config);\n    return config;\n  }\n  _configAfterMerge(config) {\n    return config;\n  }\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    };\n  }\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const [property, expectedTypes] of Object.entries(configTypes)) {\n      const value = config[property];\n      const valueType = isElement(value) ? 'element' : toType(value);\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n      }\n    }\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.3';\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super();\n    element = getElement(element);\n    if (!element) {\n      return;\n    }\n    this._element = element;\n    this._config = this._getConfig(config);\n    Data.set(this._element, this.constructor.DATA_KEY, this);\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY);\n    EventHandler.off(this._element, this.constructor.EVENT_KEY);\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null;\n    }\n  }\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated);\n  }\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element);\n    config = this._configAfterMerge(config);\n    this._typeCheckConfig(config);\n    return config;\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY);\n  }\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n  }\n  static get VERSION() {\n    return VERSION;\n  }\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`;\n  }\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`;\n  }\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst getSelector = element => {\n  let selector = element.getAttribute('data-bs-target');\n  if (!selector || selector === '#') {\n    let hrefAttribute = element.getAttribute('href');\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n      return null;\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n      hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n    }\n    selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null;\n  }\n  return selector ? selector.split(',').map(sel => parseSelector(sel)).join(',') : null;\n};\nconst SelectorEngine = {\n  find(selector, element = document.documentElement) {\n    return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n  },\n  findOne(selector, element = document.documentElement) {\n    return Element.prototype.querySelector.call(element, selector);\n  },\n  children(element, selector) {\n    return [].concat(...element.children).filter(child => child.matches(selector));\n  },\n  parents(element, selector) {\n    const parents = [];\n    let ancestor = element.parentNode.closest(selector);\n    while (ancestor) {\n      parents.push(ancestor);\n      ancestor = ancestor.parentNode.closest(selector);\n    }\n    return parents;\n  },\n  prev(element, selector) {\n    let previous = element.previousElementSibling;\n    while (previous) {\n      if (previous.matches(selector)) {\n        return [previous];\n      }\n      previous = previous.previousElementSibling;\n    }\n    return [];\n  },\n  // TODO: this is now unused; remove later along with prev()\n  next(element, selector) {\n    let next = element.nextElementSibling;\n    while (next) {\n      if (next.matches(selector)) {\n        return [next];\n      }\n      next = next.nextElementSibling;\n    }\n    return [];\n  },\n  focusableChildren(element) {\n    const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n  },\n  getSelectorFromElement(element) {\n    const selector = getSelector(element);\n    if (selector) {\n      return SelectorEngine.findOne(selector) ? selector : null;\n    }\n    return null;\n  },\n  getElementFromSelector(element) {\n    const selector = getSelector(element);\n    return selector ? SelectorEngine.findOne(selector) : null;\n  },\n  getMultipleElementsFromSelector(element) {\n    const selector = getSelector(element);\n    return selector ? SelectorEngine.find(selector) : [];\n  }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n  const name = component.NAME;\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault();\n    }\n    if (isDisabled(this)) {\n      return;\n    }\n    const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`);\n    const instance = component.getOrCreateInstance(target);\n\n    // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n    instance[method]();\n  });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME$f;\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n    if (closeEvent.defaultPrevented) {\n      return;\n    }\n    this._element.classList.remove(CLASS_NAME_SHOW$8);\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove();\n    EventHandler.trigger(this._element, EVENT_CLOSED);\n    this.dispose();\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config](this);\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close');\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME$e;\n  }\n\n  // Public\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this);\n      if (config === 'toggle') {\n        data[config]();\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n  event.preventDefault();\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n  const data = Button.getOrCreateInstance(button);\n  data.toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n};\nconst DefaultType$c = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n};\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super();\n    this._element = element;\n    if (!element || !Swipe.isSupported()) {\n      return;\n    }\n    this._config = this._getConfig(config);\n    this._deltaX = 0;\n    this._supportPointerEvents = Boolean(window.PointerEvent);\n    this._initEvents();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$c;\n  }\n  static get DefaultType() {\n    return DefaultType$c;\n  }\n  static get NAME() {\n    return NAME$d;\n  }\n\n  // Public\n  dispose() {\n    EventHandler.off(this._element, EVENT_KEY$9);\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX;\n      return;\n    }\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX;\n    }\n  }\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX;\n    }\n    this._handleSwipe();\n    execute(this._config.endCallback);\n  }\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n  }\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX);\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return;\n    }\n    const direction = absDeltaX / this._deltaX;\n    this._deltaX = 0;\n    if (!direction) {\n      return;\n    }\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n  }\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n    }\n  }\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n};\nconst DefaultType$b = {\n  interval: '(number|boolean)',\n  // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._interval = null;\n    this._activeElement = null;\n    this._isSliding = false;\n    this.touchTimeout = null;\n    this._swipeHelper = null;\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n    this._addEventListeners();\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle();\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default$b;\n  }\n  static get DefaultType() {\n    return DefaultType$b;\n  }\n  static get NAME() {\n    return NAME$c;\n  }\n\n  // Public\n  next() {\n    this._slide(ORDER_NEXT);\n  }\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\n    // Don't call next when the page isn't visible\n    // or the carousel or its parent isn't visible\n    if (!document.hidden && isVisible(this._element)) {\n      this.next();\n    }\n  }\n  prev() {\n    this._slide(ORDER_PREV);\n  }\n  pause() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element);\n    }\n    this._clearInterval();\n  }\n  cycle() {\n    this._clearInterval();\n    this._updateInterval();\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n  }\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return;\n    }\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n      return;\n    }\n    this.cycle();\n  }\n  to(index) {\n    const items = this._getItems();\n    if (index > items.length - 1 || index < 0) {\n      return;\n    }\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n      return;\n    }\n    const activeIndex = this._getItemIndex(this._getActive());\n    if (activeIndex === index) {\n      return;\n    }\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n    this._slide(order, items[index]);\n  }\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose();\n    }\n    super.dispose();\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval;\n    return config;\n  }\n  _addEventListeners() {\n    if (this._config.keyboard) {\n      EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n    }\n    if (this._config.pause === 'hover') {\n      EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n      EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n    }\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners();\n    }\n  }\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n    }\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return;\n      }\n\n      // If it's a touch-enabled device, mouseenter/leave are fired as\n      // part of the mouse compatibility events on first tap - the carousel\n      // would stop cycling until user tapped out of it;\n      // here, we listen for touchend, explicitly pause the carousel\n      // (as if it's the second time we tap on it, mouseenter compat event\n      // is NOT fired) and after a timeout (to allow for mouse compatibility\n      // events to fire) we explicitly restart cycling\n\n      this.pause();\n      if (this.touchTimeout) {\n        clearTimeout(this.touchTimeout);\n      }\n      this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n    };\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    };\n    this._swipeHelper = new Swipe(this._element, swipeConfig);\n  }\n  _keydown(event) {\n    if (/input|textarea/i.test(event.target.tagName)) {\n      return;\n    }\n    const direction = KEY_TO_DIRECTION[event.key];\n    if (direction) {\n      event.preventDefault();\n      this._slide(this._directionToOrder(direction));\n    }\n  }\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element);\n  }\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return;\n    }\n    const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n    activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n    activeIndicator.removeAttribute('aria-current');\n    const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n      newActiveIndicator.setAttribute('aria-current', 'true');\n    }\n  }\n  _updateInterval() {\n    const element = this._activeElement || this._getActive();\n    if (!element) {\n      return;\n    }\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n    this._config.interval = elementInterval || this._config.defaultInterval;\n  }\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return;\n    }\n    const activeElement = this._getActive();\n    const isNext = order === ORDER_NEXT;\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n    if (nextElement === activeElement) {\n      return;\n    }\n    const nextElementIndex = this._getItemIndex(nextElement);\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      });\n    };\n    const slideEvent = triggerEvent(EVENT_SLIDE);\n    if (slideEvent.defaultPrevented) {\n      return;\n    }\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // TODO: change tests that use empty divs to avoid this check\n      return;\n    }\n    const isCycling = Boolean(this._interval);\n    this.pause();\n    this._isSliding = true;\n    this._setActiveIndicatorElement(nextElementIndex);\n    this._activeElement = nextElement;\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n    nextElement.classList.add(orderClassName);\n    reflow(nextElement);\n    activeElement.classList.add(directionalClassName);\n    nextElement.classList.add(directionalClassName);\n    const completeCallBack = () => {\n      nextElement.classList.remove(directionalClassName, orderClassName);\n      nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n      activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n      this._isSliding = false;\n      triggerEvent(EVENT_SLID);\n    };\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n    if (isCycling) {\n      this.cycle();\n    }\n  }\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE);\n  }\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n  }\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element);\n  }\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval);\n      this._interval = null;\n    }\n  }\n  _directionToOrder(direction) {\n    if (isRTL()) {\n      return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n    }\n    return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n  }\n  _orderToDirection(order) {\n    if (isRTL()) {\n      return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n    }\n    return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config);\n      if (typeof config === 'number') {\n        data.to(config);\n        return;\n      }\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`);\n        }\n        data[config]();\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this);\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return;\n  }\n  event.preventDefault();\n  const carousel = Carousel.getOrCreateInstance(target);\n  const slideIndex = this.getAttribute('data-bs-slide-to');\n  if (slideIndex) {\n    carousel.to(slideIndex);\n    carousel._maybeEnableCycle();\n    return;\n  }\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next();\n    carousel._maybeEnableCycle();\n    return;\n  }\n  carousel.prev();\n  carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel);\n  }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n  parent: null,\n  toggle: true\n};\nconst DefaultType$a = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._isTransitioning = false;\n    this._triggerArray = [];\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n    for (const elem of toggleList) {\n      const selector = SelectorEngine.getSelectorFromElement(elem);\n      const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n      if (selector !== null && filterElement.length) {\n        this._triggerArray.push(elem);\n      }\n    }\n    this._initializeChildren();\n    if (!this._config.parent) {\n      this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n    }\n    if (this._config.toggle) {\n      this.toggle();\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default$a;\n  }\n  static get DefaultType() {\n    return DefaultType$a;\n  }\n  static get NAME() {\n    return NAME$b;\n  }\n\n  // Public\n  toggle() {\n    if (this._isShown()) {\n      this.hide();\n    } else {\n      this.show();\n    }\n  }\n  show() {\n    if (this._isTransitioning || this._isShown()) {\n      return;\n    }\n    let activeChildren = [];\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n        toggle: false\n      }));\n    }\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return;\n    }\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n    if (startEvent.defaultPrevented) {\n      return;\n    }\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide();\n    }\n    const dimension = this._getDimension();\n    this._element.classList.remove(CLASS_NAME_COLLAPSE);\n    this._element.classList.add(CLASS_NAME_COLLAPSING);\n    this._element.style[dimension] = 0;\n    this._addAriaAndCollapsedClass(this._triggerArray, true);\n    this._isTransitioning = true;\n    const complete = () => {\n      this._isTransitioning = false;\n      this._element.classList.remove(CLASS_NAME_COLLAPSING);\n      this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n      this._element.style[dimension] = '';\n      EventHandler.trigger(this._element, EVENT_SHOWN$6);\n    };\n    const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n    const scrollSize = `scroll${capitalizedDimension}`;\n    this._queueCallback(complete, this._element, true);\n    this._element.style[dimension] = `${this._element[scrollSize]}px`;\n  }\n  hide() {\n    if (this._isTransitioning || !this._isShown()) {\n      return;\n    }\n    const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n    if (startEvent.defaultPrevented) {\n      return;\n    }\n    const dimension = this._getDimension();\n    this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n    reflow(this._element);\n    this._element.classList.add(CLASS_NAME_COLLAPSING);\n    this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n    for (const trigger of this._triggerArray) {\n      const element = SelectorEngine.getElementFromSelector(trigger);\n      if (element && !this._isShown(element)) {\n        this._addAriaAndCollapsedClass([trigger], false);\n      }\n    }\n    this._isTransitioning = true;\n    const complete = () => {\n      this._isTransitioning = false;\n      this._element.classList.remove(CLASS_NAME_COLLAPSING);\n      this._element.classList.add(CLASS_NAME_COLLAPSE);\n      EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n    };\n    this._element.style[dimension] = '';\n    this._queueCallback(complete, this._element, true);\n  }\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW$7);\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle); // Coerce string values\n    config.parent = getElement(config.parent);\n    return config;\n  }\n  _getDimension() {\n    return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n  }\n  _initializeChildren() {\n    if (!this._config.parent) {\n      return;\n    }\n    const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n    for (const element of children) {\n      const selected = SelectorEngine.getElementFromSelector(element);\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected));\n      }\n    }\n  }\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent);\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n  }\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return;\n    }\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n      element.setAttribute('aria-expanded', isOpen);\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {};\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false;\n    }\n    return this.each(function () {\n      const data = Collapse.getOrCreateInstance(this, _config);\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`);\n        }\n        data[config]();\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n  // preventDefault only for <a> elements (which change the URL) not inside the collapsible element\n  if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n    event.preventDefault();\n  }\n  for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n    Collapse.getOrCreateInstance(element, {\n      toggle: false\n    }).toggle();\n  }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n};\nconst DefaultType$9 = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n};\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._popper = null;\n    this._parent = this._element.parentNode; // dropdown wrapper\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n    this._inNavbar = this._detectNavbar();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$9;\n  }\n  static get DefaultType() {\n    return DefaultType$9;\n  }\n  static get NAME() {\n    return NAME$a;\n  }\n\n  // Public\n  toggle() {\n    return this._isShown() ? this.hide() : this.show();\n  }\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\n      return;\n    }\n    const relatedTarget = {\n      relatedTarget: this._element\n    };\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._createPopper();\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop);\n      }\n    }\n    this._element.focus();\n    this._element.setAttribute('aria-expanded', true);\n    this._menu.classList.add(CLASS_NAME_SHOW$6);\n    this._element.classList.add(CLASS_NAME_SHOW$6);\n    EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n  }\n  hide() {\n    if (isDisabled(this._element) || !this._isShown()) {\n      return;\n    }\n    const relatedTarget = {\n      relatedTarget: this._element\n    };\n    this._completeHide(relatedTarget);\n  }\n  dispose() {\n    if (this._popper) {\n      this._popper.destroy();\n    }\n    super.dispose();\n  }\n  update() {\n    this._inNavbar = this._detectNavbar();\n    if (this._popper) {\n      this._popper.update();\n    }\n  }\n\n  // Private\n  _completeHide(relatedTarget) {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop);\n      }\n    }\n    if (this._popper) {\n      this._popper.destroy();\n    }\n    this._menu.classList.remove(CLASS_NAME_SHOW$6);\n    this._element.classList.remove(CLASS_NAME_SHOW$6);\n    this._element.setAttribute('aria-expanded', 'false');\n    Manipulator.removeDataAttribute(this._menu, 'popper');\n    EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n  }\n  _getConfig(config) {\n    config = super._getConfig(config);\n    if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n      // Popper virtual elements require a getBoundingClientRect method\n      throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n    }\n    return config;\n  }\n  _createPopper() {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n    }\n    let referenceElement = this._element;\n    if (this._config.reference === 'parent') {\n      referenceElement = this._parent;\n    } else if (isElement(this._config.reference)) {\n      referenceElement = getElement(this._config.reference);\n    } else if (typeof this._config.reference === 'object') {\n      referenceElement = this._config.reference;\n    }\n    const popperConfig = this._getPopperConfig();\n    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n  }\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n  }\n  _getPlacement() {\n    const parentDropdown = this._parent;\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n      return PLACEMENT_RIGHT;\n    }\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n      return PLACEMENT_LEFT;\n    }\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER;\n    }\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER;\n    }\n\n    // We need to trim the value because custom properties can also include spaces\n    const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n      return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n    }\n    return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n  }\n  _detectNavbar() {\n    return this._element.closest(SELECTOR_NAVBAR) !== null;\n  }\n  _getOffset() {\n    const {\n      offset\n    } = this._config;\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10));\n    }\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element);\n    }\n    return offset;\n  }\n  _getPopperConfig() {\n    const defaultBsPopperConfig = {\n      placement: this._getPlacement(),\n      modifiers: [{\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      }, {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }]\n    };\n\n    // Disable Popper if we have a static display or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // TODO: v6 remove\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }];\n    }\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    };\n  }\n  _selectMenuItem({\n    key,\n    target\n  }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n    if (!items.length) {\n      return;\n    }\n\n    // if target isn't included in items (e.g. when expanding the dropdown)\n    // allow cycling to get the last item in case key equals ARROW_UP_KEY\n    getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Dropdown.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n  static clearMenus(event) {\n    if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n      return;\n    }\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle);\n      if (!context || context._config.autoClose === false) {\n        continue;\n      }\n      const composedPath = event.composedPath();\n      const isMenuTarget = composedPath.includes(context._menu);\n      if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n        continue;\n      }\n\n      // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n      if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n        continue;\n      }\n      const relatedTarget = {\n        relatedTarget: context._element\n      };\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event;\n      }\n      context._completeHide(relatedTarget);\n    }\n  }\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName);\n    const isEscapeEvent = event.key === ESCAPE_KEY$2;\n    const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return;\n    }\n    if (isInput && !isEscapeEvent) {\n      return;\n    }\n    event.preventDefault();\n\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n    const instance = Dropdown.getOrCreateInstance(getToggleButton);\n    if (isUpOrDownEvent) {\n      event.stopPropagation();\n      instance.show();\n      instance._selectMenuItem(event);\n      return;\n    }\n    if (instance._isShown()) {\n      // else is escape and we check if it is shown\n      event.stopPropagation();\n      instance.hide();\n      getToggleButton.focus();\n    }\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n  event.preventDefault();\n  Dropdown.getOrCreateInstance(this).toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true,\n  // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n};\nconst DefaultType$8 = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n};\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super();\n    this._config = this._getConfig(config);\n    this._isAppended = false;\n    this._element = null;\n  }\n\n  // Getters\n  static get Default() {\n    return Default$8;\n  }\n  static get DefaultType() {\n    return DefaultType$8;\n  }\n  static get NAME() {\n    return NAME$9;\n  }\n\n  // Public\n  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback);\n      return;\n    }\n    this._append();\n    const element = this._getElement();\n    if (this._config.isAnimated) {\n      reflow(element);\n    }\n    element.classList.add(CLASS_NAME_SHOW$5);\n    this._emulateAnimation(() => {\n      execute(callback);\n    });\n  }\n  hide(callback) {\n    if (!this._config.isVisible) {\n      execute(callback);\n      return;\n    }\n    this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n    this._emulateAnimation(() => {\n      this.dispose();\n      execute(callback);\n    });\n  }\n  dispose() {\n    if (!this._isAppended) {\n      return;\n    }\n    EventHandler.off(this._element, EVENT_MOUSEDOWN);\n    this._element.remove();\n    this._isAppended = false;\n  }\n\n  // Private\n  _getElement() {\n    if (!this._element) {\n      const backdrop = document.createElement('div');\n      backdrop.className = this._config.className;\n      if (this._config.isAnimated) {\n        backdrop.classList.add(CLASS_NAME_FADE$4);\n      }\n      this._element = backdrop;\n    }\n    return this._element;\n  }\n  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement);\n    return config;\n  }\n  _append() {\n    if (this._isAppended) {\n      return;\n    }\n    const element = this._getElement();\n    this._config.rootElement.append(element);\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback);\n    });\n    this._isAppended = true;\n  }\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n};\nconst DefaultType$7 = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n};\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super();\n    this._config = this._getConfig(config);\n    this._isActive = false;\n    this._lastTabNavDirection = null;\n  }\n\n  // Getters\n  static get Default() {\n    return Default$7;\n  }\n  static get DefaultType() {\n    return DefaultType$7;\n  }\n  static get NAME() {\n    return NAME$8;\n  }\n\n  // Public\n  activate() {\n    if (this._isActive) {\n      return;\n    }\n    if (this._config.autofocus) {\n      this._config.trapElement.focus();\n    }\n    EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n    EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n    EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n    this._isActive = true;\n  }\n  deactivate() {\n    if (!this._isActive) {\n      return;\n    }\n    this._isActive = false;\n    EventHandler.off(document, EVENT_KEY$5);\n  }\n\n  // Private\n  _handleFocusin(event) {\n    const {\n      trapElement\n    } = this._config;\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n      return;\n    }\n    const elements = SelectorEngine.focusableChildren(trapElement);\n    if (elements.length === 0) {\n      trapElement.focus();\n    } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n      elements[elements.length - 1].focus();\n    } else {\n      elements[0].focus();\n    }\n  }\n  _handleKeydown(event) {\n    if (event.key !== TAB_KEY) {\n      return;\n    }\n    this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body;\n  }\n\n  // Public\n  getWidth() {\n    // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n    const documentWidth = document.documentElement.clientWidth;\n    return Math.abs(window.innerWidth - documentWidth);\n  }\n  hide() {\n    const width = this.getWidth();\n    this._disableOverFlow();\n    // give padding to element to balance the hidden scrollbar width\n    this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n    // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n    this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n  }\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow');\n    this._resetElementAttributes(this._element, PROPERTY_PADDING);\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n  }\n  isOverflowing() {\n    return this.getWidth() > 0;\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow');\n    this._element.style.overflow = 'hidden';\n  }\n  _setElementAttributes(selector, styleProperty, callback) {\n    const scrollbarWidth = this.getWidth();\n    const manipulationCallBack = element => {\n      if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n        return;\n      }\n      this._saveInitialAttribute(element, styleProperty);\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n    };\n    this._applyManipulationCallback(selector, manipulationCallBack);\n  }\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty);\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue);\n    }\n  }\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty);\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty);\n        return;\n      }\n      Manipulator.removeDataAttribute(element, styleProperty);\n      element.style.setProperty(styleProperty, value);\n    };\n    this._applyManipulationCallback(selector, manipulationCallBack);\n  }\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector);\n      return;\n    }\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel);\n    }\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n};\nconst DefaultType$6 = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n    this._backdrop = this._initializeBackDrop();\n    this._focustrap = this._initializeFocusTrap();\n    this._isShown = false;\n    this._isTransitioning = false;\n    this._scrollBar = new ScrollBarHelper();\n    this._addEventListeners();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$6;\n  }\n  static get DefaultType() {\n    return DefaultType$6;\n  }\n  static get NAME() {\n    return NAME$7;\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget);\n  }\n  show(relatedTarget) {\n    if (this._isShown || this._isTransitioning) {\n      return;\n    }\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n      relatedTarget\n    });\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._isShown = true;\n    this._isTransitioning = true;\n    this._scrollBar.hide();\n    document.body.classList.add(CLASS_NAME_OPEN);\n    this._adjustDialog();\n    this._backdrop.show(() => this._showElement(relatedTarget));\n  }\n  hide() {\n    if (!this._isShown || this._isTransitioning) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    this._isShown = false;\n    this._isTransitioning = true;\n    this._focustrap.deactivate();\n    this._element.classList.remove(CLASS_NAME_SHOW$4);\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n  }\n  dispose() {\n    EventHandler.off(window, EVENT_KEY$4);\n    EventHandler.off(this._dialog, EVENT_KEY$4);\n    this._backdrop.dispose();\n    this._focustrap.deactivate();\n    super.dispose();\n  }\n  handleUpdate() {\n    this._adjustDialog();\n  }\n\n  // Private\n  _initializeBackDrop() {\n    return new Backdrop({\n      isVisible: Boolean(this._config.backdrop),\n      // 'static' option will be translated to true, and booleans will keep their value,\n      isAnimated: this._isAnimated()\n    });\n  }\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    });\n  }\n  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\n      document.body.append(this._element);\n    }\n    this._element.style.display = 'block';\n    this._element.removeAttribute('aria-hidden');\n    this._element.setAttribute('aria-modal', true);\n    this._element.setAttribute('role', 'dialog');\n    this._element.scrollTop = 0;\n    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n    if (modalBody) {\n      modalBody.scrollTop = 0;\n    }\n    reflow(this._element);\n    this._element.classList.add(CLASS_NAME_SHOW$4);\n    const transitionComplete = () => {\n      if (this._config.focus) {\n        this._focustrap.activate();\n      }\n      this._isTransitioning = false;\n      EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n        relatedTarget\n      });\n    };\n    this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n  }\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n      if (event.key !== ESCAPE_KEY$1) {\n        return;\n      }\n      if (this._config.keyboard) {\n        this.hide();\n        return;\n      }\n      this._triggerBackdropTransition();\n    });\n    EventHandler.on(window, EVENT_RESIZE$1, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog();\n      }\n    });\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return;\n        }\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition();\n          return;\n        }\n        if (this._config.backdrop) {\n          this.hide();\n        }\n      });\n    });\n  }\n  _hideModal() {\n    this._element.style.display = 'none';\n    this._element.setAttribute('aria-hidden', true);\n    this._element.removeAttribute('aria-modal');\n    this._element.removeAttribute('role');\n    this._isTransitioning = false;\n    this._backdrop.hide(() => {\n      document.body.classList.remove(CLASS_NAME_OPEN);\n      this._resetAdjustments();\n      this._scrollBar.reset();\n      EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n    });\n  }\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_FADE$3);\n  }\n  _triggerBackdropTransition() {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n    const initialOverflowY = this._element.style.overflowY;\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return;\n    }\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden';\n    }\n    this._element.classList.add(CLASS_NAME_STATIC);\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC);\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY;\n      }, this._dialog);\n    }, this._dialog);\n    this._element.focus();\n  }\n\n  /**\n   * The following methods are used to handle overflowing modals\n   */\n\n  _adjustDialog() {\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n    const scrollbarWidth = this._scrollBar.getWidth();\n    const isBodyOverflowing = scrollbarWidth > 0;\n    if (isBodyOverflowing && !isModalOverflowing) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n      this._element.style[property] = `${scrollbarWidth}px`;\n    }\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n      this._element.style[property] = `${scrollbarWidth}px`;\n    }\n  }\n  _resetAdjustments() {\n    this._element.style.paddingLeft = '';\n    this._element.style.paddingRight = '';\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config](relatedTarget);\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this);\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault();\n  }\n  EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n    if (showEvent.defaultPrevented) {\n      // only register focus restorer if modal will actually get shown\n      return;\n    }\n    EventHandler.one(target, EVENT_HIDDEN$4, () => {\n      if (isVisible(this)) {\n        this.focus();\n      }\n    });\n  });\n\n  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide();\n  }\n  const data = Modal.getOrCreateInstance(target);\n  data.toggle(this);\n});\nenableDismissTrigger(Modal);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n};\nconst DefaultType$5 = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._isShown = false;\n    this._backdrop = this._initializeBackDrop();\n    this._focustrap = this._initializeFocusTrap();\n    this._addEventListeners();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$5;\n  }\n  static get DefaultType() {\n    return DefaultType$5;\n  }\n  static get NAME() {\n    return NAME$6;\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget);\n  }\n  show(relatedTarget) {\n    if (this._isShown) {\n      return;\n    }\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n      relatedTarget\n    });\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._isShown = true;\n    this._backdrop.show();\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide();\n    }\n    this._element.setAttribute('aria-modal', true);\n    this._element.setAttribute('role', 'dialog');\n    this._element.classList.add(CLASS_NAME_SHOWING$1);\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate();\n      }\n      this._element.classList.add(CLASS_NAME_SHOW$3);\n      this._element.classList.remove(CLASS_NAME_SHOWING$1);\n      EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n        relatedTarget\n      });\n    };\n    this._queueCallback(completeCallBack, this._element, true);\n  }\n  hide() {\n    if (!this._isShown) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    this._focustrap.deactivate();\n    this._element.blur();\n    this._isShown = false;\n    this._element.classList.add(CLASS_NAME_HIDING);\n    this._backdrop.hide();\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n      this._element.removeAttribute('aria-modal');\n      this._element.removeAttribute('role');\n      if (!this._config.scroll) {\n        new ScrollBarHelper().reset();\n      }\n      EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n    };\n    this._queueCallback(completeCallback, this._element, true);\n  }\n  dispose() {\n    this._backdrop.dispose();\n    this._focustrap.deactivate();\n    super.dispose();\n  }\n\n  // Private\n  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n        return;\n      }\n      this.hide();\n    };\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop);\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\n    });\n  }\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    });\n  }\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return;\n      }\n      if (this._config.keyboard) {\n        this.hide();\n        return;\n      }\n      EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n    });\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Offcanvas.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config](this);\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this);\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault();\n  }\n  if (isDisabled(this)) {\n    return;\n  }\n  EventHandler.one(target, EVENT_HIDDEN$3, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus();\n    }\n  });\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide();\n  }\n  const data = Offcanvas.getOrCreateInstance(target);\n  data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show();\n  }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide();\n    }\n  }\n});\nenableDismissTrigger(Offcanvas);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\nconst DefaultAllowlist = {\n  // Global attributes allowed on any supplied element below.\n  '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n  a: ['target', 'href', 'title', 'rel'],\n  area: [],\n  b: [],\n  br: [],\n  col: [],\n  code: [],\n  dd: [],\n  div: [],\n  dl: [],\n  dt: [],\n  em: [],\n  hr: [],\n  h1: [],\n  h2: [],\n  h3: [],\n  h4: [],\n  h5: [],\n  h6: [],\n  i: [],\n  img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n  li: [],\n  ol: [],\n  p: [],\n  pre: [],\n  s: [],\n  small: [],\n  span: [],\n  sub: [],\n  sup: [],\n  strong: [],\n  u: [],\n  ul: []\n};\n// js-docs-end allow-list\n\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i;\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase();\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue));\n    }\n    return true;\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml;\n  }\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml);\n  }\n  const domParser = new window.DOMParser();\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase();\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove();\n      continue;\n    }\n    const attributeList = [].concat(...element.attributes);\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName);\n      }\n    }\n  }\n  return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n  allowList: DefaultAllowlist,\n  content: {},\n  // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n};\nconst DefaultType$4 = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n};\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n};\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super();\n    this._config = this._getConfig(config);\n  }\n\n  // Getters\n  static get Default() {\n    return Default$4;\n  }\n  static get DefaultType() {\n    return DefaultType$4;\n  }\n  static get NAME() {\n    return NAME$5;\n  }\n\n  // Public\n  getContent() {\n    return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n  }\n  hasContent() {\n    return this.getContent().length > 0;\n  }\n  changeContent(content) {\n    this._checkContent(content);\n    this._config.content = {\n      ...this._config.content,\n      ...content\n    };\n    return this;\n  }\n  toHtml() {\n    const templateWrapper = document.createElement('div');\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector);\n    }\n    const template = templateWrapper.children[0];\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '));\n    }\n    return template;\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config);\n    this._checkContent(config.content);\n  }\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({\n        selector,\n        entry: content\n      }, DefaultContentType);\n    }\n  }\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template);\n    if (!templateElement) {\n      return;\n    }\n    content = this._resolvePossibleFunction(content);\n    if (!content) {\n      templateElement.remove();\n      return;\n    }\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement);\n      return;\n    }\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content);\n      return;\n    }\n    templateElement.textContent = content;\n  }\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n  }\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this]);\n  }\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = '';\n      templateElement.append(element);\n      return;\n    }\n    templateElement.textContent = element.textContent;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n  AUTO: 'auto',\n  TOP: 'top',\n  RIGHT: isRTL() ? 'left' : 'right',\n  BOTTOM: 'bottom',\n  LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 6],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' + '<div class=\"tooltip-arrow\"></div>' + '<div class=\"tooltip-inner\"></div>' + '</div>',\n  title: '',\n  trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n};\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n  constructor(element, config) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n    }\n    super(element, config);\n\n    // Private\n    this._isEnabled = true;\n    this._timeout = 0;\n    this._isHovered = null;\n    this._activeTrigger = {};\n    this._popper = null;\n    this._templateFactory = null;\n    this._newContent = null;\n\n    // Protected\n    this.tip = null;\n    this._setListeners();\n    if (!this._config.selector) {\n      this._fixTitle();\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default$3;\n  }\n  static get DefaultType() {\n    return DefaultType$3;\n  }\n  static get NAME() {\n    return NAME$4;\n  }\n\n  // Public\n  enable() {\n    this._isEnabled = true;\n  }\n  disable() {\n    this._isEnabled = false;\n  }\n  toggleEnabled() {\n    this._isEnabled = !this._isEnabled;\n  }\n  toggle() {\n    if (!this._isEnabled) {\n      return;\n    }\n    this._activeTrigger.click = !this._activeTrigger.click;\n    if (this._isShown()) {\n      this._leave();\n      return;\n    }\n    this._enter();\n  }\n  dispose() {\n    clearTimeout(this._timeout);\n    EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n    if (this._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n    }\n    this._disposePopper();\n    super.dispose();\n  }\n  show() {\n    if (this._element.style.display === 'none') {\n      throw new Error('Please use show on visible elements');\n    }\n    if (!(this._isWithContent() && this._isEnabled)) {\n      return;\n    }\n    const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n    const shadowRoot = findShadowRoot(this._element);\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return;\n    }\n\n    // TODO: v6 remove this or make it optional\n    this._disposePopper();\n    const tip = this._getTipElement();\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n    const {\n      container\n    } = this._config;\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip);\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n    }\n    this._popper = this._createPopper(tip);\n    tip.classList.add(CLASS_NAME_SHOW$2);\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop);\n      }\n    }\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n      if (this._isHovered === false) {\n        this._leave();\n      }\n      this._isHovered = false;\n    };\n    this._queueCallback(complete, this.tip, this._isAnimated());\n  }\n  hide() {\n    if (!this._isShown()) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    const tip = this._getTipElement();\n    tip.classList.remove(CLASS_NAME_SHOW$2);\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop);\n      }\n    }\n    this._activeTrigger[TRIGGER_CLICK] = false;\n    this._activeTrigger[TRIGGER_FOCUS] = false;\n    this._activeTrigger[TRIGGER_HOVER] = false;\n    this._isHovered = null; // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return;\n      }\n      if (!this._isHovered) {\n        this._disposePopper();\n      }\n      this._element.removeAttribute('aria-describedby');\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n    };\n    this._queueCallback(complete, this.tip, this._isAnimated());\n  }\n  update() {\n    if (this._popper) {\n      this._popper.update();\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle());\n  }\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n    }\n    return this.tip;\n  }\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml();\n\n    // TODO: remove this check in v6\n    if (!tip) {\n      return null;\n    }\n    tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2);\n    // TODO: v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n    const tipId = getUID(this.constructor.NAME).toString();\n    tip.setAttribute('id', tipId);\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE$2);\n    }\n    return tip;\n  }\n  setContent(content) {\n    this._newContent = content;\n    if (this._isShown()) {\n      this._disposePopper();\n      this.show();\n    }\n  }\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content);\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      });\n    }\n    return this._templateFactory;\n  }\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    };\n  }\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n  }\n  _isAnimated() {\n    return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n  }\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n  }\n  _createPopper(tip) {\n    const placement = execute(this._config.placement, [this, tip, this._element]);\n    const attachment = AttachmentMap[placement.toUpperCase()];\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n  }\n  _getOffset() {\n    const {\n      offset\n    } = this._config;\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10));\n    }\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element);\n    }\n    return offset;\n  }\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this._element]);\n  }\n  _getPopperConfig(attachment) {\n    const defaultBsPopperConfig = {\n      placement: attachment,\n      modifiers: [{\n        name: 'flip',\n        options: {\n          fallbackPlacements: this._config.fallbackPlacements\n        }\n      }, {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }, {\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      }, {\n        name: 'arrow',\n        options: {\n          element: `.${this.constructor.NAME}-arrow`\n        }\n      }, {\n        name: 'preSetPlacement',\n        enabled: true,\n        phase: 'beforeMain',\n        fn: data => {\n          // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n          // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n          this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n        }\n      }]\n    };\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    };\n  }\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ');\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event);\n          context.toggle();\n        });\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n        const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event);\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n          context._enter();\n        });\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event);\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n          context._leave();\n        });\n      }\n    }\n    this._hideModalHandler = () => {\n      if (this._element) {\n        this.hide();\n      }\n    };\n    EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n  }\n  _fixTitle() {\n    const title = this._element.getAttribute('title');\n    if (!title) {\n      return;\n    }\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title);\n    }\n    this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title');\n  }\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true;\n      return;\n    }\n    this._isHovered = true;\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show();\n      }\n    }, this._config.delay.show);\n  }\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return;\n    }\n    this._isHovered = false;\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide();\n      }\n    }, this._config.delay.hide);\n  }\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout);\n    this._timeout = setTimeout(handler, timeout);\n  }\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true);\n  }\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element);\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute];\n      }\n    }\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    };\n    config = this._mergeConfigObj(config);\n    config = this._configAfterMerge(config);\n    this._typeCheckConfig(config);\n    return config;\n  }\n  _configAfterMerge(config) {\n    config.container = config.container === false ? document.body : getElement(config.container);\n    if (typeof config.delay === 'number') {\n      config.delay = {\n        show: config.delay,\n        hide: config.delay\n      };\n    }\n    if (typeof config.title === 'number') {\n      config.title = config.title.toString();\n    }\n    if (typeof config.content === 'number') {\n      config.content = config.content.toString();\n    }\n    return config;\n  }\n  _getDelegateConfig() {\n    const config = {};\n    for (const [key, value] of Object.entries(this._config)) {\n      if (this.constructor.Default[key] !== value) {\n        config[key] = value;\n      }\n    }\n    config.selector = false;\n    config.trigger = 'manual';\n\n    // In the future can be replaced with:\n    // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n    // `Object.fromEntries(keysWithDifferentValues)`\n    return config;\n  }\n  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy();\n      this._popper = null;\n    }\n    if (this.tip) {\n      this.tip.remove();\n      this.tip = null;\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' + '<div class=\"popover-arrow\"></div>' + '<h3 class=\"popover-header\"></h3>' + '<div class=\"popover-body\"></div>' + '</div>',\n  trigger: 'click'\n};\nconst DefaultType$2 = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n};\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\n  static get Default() {\n    return Default$2;\n  }\n  static get DefaultType() {\n    return DefaultType$2;\n  }\n  static get NAME() {\n    return NAME$3;\n  }\n\n  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent();\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    };\n  }\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content);\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n  offset: null,\n  // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n  offset: '(number|null)',\n  // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n};\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map();\n    this._observableSections = new Map();\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n    this._activeTarget = null;\n    this._observer = null;\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    };\n    this.refresh(); // initialize\n  }\n\n  // Getters\n  static get Default() {\n    return Default$1;\n  }\n  static get DefaultType() {\n    return DefaultType$1;\n  }\n  static get NAME() {\n    return NAME$2;\n  }\n\n  // Public\n  refresh() {\n    this._initializeTargetsAndObservables();\n    this._maybeEnableSmoothScroll();\n    if (this._observer) {\n      this._observer.disconnect();\n    } else {\n      this._observer = this._getNewObserver();\n    }\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section);\n    }\n  }\n  dispose() {\n    this._observer.disconnect();\n    super.dispose();\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body;\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n    }\n    return config;\n  }\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return;\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK);\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash);\n      if (observableSection) {\n        event.preventDefault();\n        const root = this._rootElement || window;\n        const height = observableSection.offsetTop - this._element.offsetTop;\n        if (root.scrollTo) {\n          root.scrollTo({\n            top: height,\n            behavior: 'smooth'\n          });\n          return;\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height;\n      }\n    });\n  }\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    };\n    return new IntersectionObserver(entries => this._observerCallback(entries), options);\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n      this._process(targetElement(entry));\n    };\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n    this._previousScrollData.parentScrollTop = parentScrollTop;\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null;\n        this._clearActiveClass(targetElement(entry));\n        continue;\n      }\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop;\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry);\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return;\n        }\n        continue;\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry);\n      }\n    }\n  }\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map();\n    this._observableSections = new Map();\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue;\n      }\n      const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element);\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(decodeURI(anchor.hash), anchor);\n        this._observableSections.set(anchor.hash, observableSection);\n      }\n    }\n  }\n  _process(target) {\n    if (this._activeTarget === target) {\n      return;\n    }\n    this._clearActiveClass(this._config.target);\n    this._activeTarget = target;\n    target.classList.add(CLASS_NAME_ACTIVE$1);\n    this._activateParents(target);\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n      relatedTarget: target\n    });\n  }\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n      return;\n    }\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE$1);\n      }\n    }\n  }\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE$1);\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE$1}`, parent);\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE$1);\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API$1, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy);\n  }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$1 = 'tab';\nconst DATA_KEY$1 = 'bs.tab';\nconst EVENT_KEY$1 = `.${DATA_KEY$1}`;\nconst EVENT_HIDE$1 = `hide${EVENT_KEY$1}`;\nconst EVENT_HIDDEN$1 = `hidden${EVENT_KEY$1}`;\nconst EVENT_SHOW$1 = `show${EVENT_KEY$1}`;\nconst EVENT_SHOWN$1 = `shown${EVENT_KEY$1}`;\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY$1}`;\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY$1}`;\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY$1}`;\nconst ARROW_LEFT_KEY = 'ArrowLeft';\nconst ARROW_RIGHT_KEY = 'ArrowRight';\nconst ARROW_UP_KEY = 'ArrowUp';\nconst ARROW_DOWN_KEY = 'ArrowDown';\nconst HOME_KEY = 'Home';\nconst END_KEY = 'End';\nconst CLASS_NAME_ACTIVE = 'active';\nconst CLASS_NAME_FADE$1 = 'fade';\nconst CLASS_NAME_SHOW$1 = 'show';\nconst CLASS_DROPDOWN = 'dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle';\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu';\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = `:not(${SELECTOR_DROPDOWN_TOGGLE})`;\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]';\nconst SELECTOR_OUTER = '.nav-item, .list-group-item';\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`;\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]'; // TODO: could only be `tab` in v6\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`;\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`;\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element);\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL);\n    if (!this._parent) {\n      return;\n      // TODO: should throw exception in v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren());\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event));\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME$1;\n  }\n\n  // Public\n  show() {\n    // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element;\n    if (this._elemIsActive(innerElem)) {\n      return;\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem();\n    const hideEvent = active ? EventHandler.trigger(active, EVENT_HIDE$1, {\n      relatedTarget: innerElem\n    }) : null;\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW$1, {\n      relatedTarget: active\n    });\n    if (showEvent.defaultPrevented || hideEvent && hideEvent.defaultPrevented) {\n      return;\n    }\n    this._deactivate(active, innerElem);\n    this._activate(innerElem, active);\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return;\n    }\n    element.classList.add(CLASS_NAME_ACTIVE);\n    this._activate(SelectorEngine.getElementFromSelector(element)); // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW$1);\n        return;\n      }\n      element.removeAttribute('tabindex');\n      element.setAttribute('aria-selected', true);\n      this._toggleDropDown(element, true);\n      EventHandler.trigger(element, EVENT_SHOWN$1, {\n        relatedTarget: relatedElem\n      });\n    };\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE$1));\n  }\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return;\n    }\n    element.classList.remove(CLASS_NAME_ACTIVE);\n    element.blur();\n    this._deactivate(SelectorEngine.getElementFromSelector(element)); // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW$1);\n        return;\n      }\n      element.setAttribute('aria-selected', false);\n      element.setAttribute('tabindex', '-1');\n      this._toggleDropDown(element, false);\n      EventHandler.trigger(element, EVENT_HIDDEN$1, {\n        relatedTarget: relatedElem\n      });\n    };\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE$1));\n  }\n  _keydown(event) {\n    if (![ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY, HOME_KEY, END_KEY].includes(event.key)) {\n      return;\n    }\n    event.stopPropagation(); // stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault();\n    const children = this._getChildren().filter(element => !isDisabled(element));\n    let nextActiveElement;\n    if ([HOME_KEY, END_KEY].includes(event.key)) {\n      nextActiveElement = children[event.key === HOME_KEY ? 0 : children.length - 1];\n    } else {\n      const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key);\n      nextActiveElement = getNextActiveElement(children, event.target, isNext, true);\n    }\n    if (nextActiveElement) {\n      nextActiveElement.focus({\n        preventScroll: true\n      });\n      Tab.getOrCreateInstance(nextActiveElement).show();\n    }\n  }\n  _getChildren() {\n    // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent);\n  }\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null;\n  }\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist');\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child);\n    }\n  }\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child);\n    const isActive = this._elemIsActive(child);\n    const outerElem = this._getOuterElement(child);\n    child.setAttribute('aria-selected', isActive);\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation');\n    }\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1');\n    }\n    this._setAttributeIfNotExists(child, 'role', 'tab');\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child);\n  }\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = SelectorEngine.getElementFromSelector(child);\n    if (!target) {\n      return;\n    }\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel');\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `${child.id}`);\n    }\n  }\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element);\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return;\n    }\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem);\n      if (element) {\n        element.classList.toggle(className, open);\n      }\n    };\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE);\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW$1);\n    outerElem.setAttribute('aria-expanded', open);\n  }\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value);\n    }\n  }\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE);\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem);\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem;\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.getOrCreateInstance(this);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault();\n  }\n  if (isDisabled(this)) {\n    return;\n  }\n  Tab.getOrCreateInstance(this).show();\n});\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element);\n  }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME = 'toast';\nconst DATA_KEY = 'bs.toast';\nconst EVENT_KEY = `.${DATA_KEY}`;\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`;\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`;\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`;\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`;\nconst EVENT_HIDE = `hide${EVENT_KEY}`;\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`;\nconst EVENT_SHOW = `show${EVENT_KEY}`;\nconst EVENT_SHOWN = `shown${EVENT_KEY}`;\nconst CLASS_NAME_FADE = 'fade';\nconst CLASS_NAME_HIDE = 'hide'; // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show';\nconst CLASS_NAME_SHOWING = 'showing';\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n};\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n};\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._timeout = null;\n    this._hasMouseInteraction = false;\n    this._hasKeyboardInteraction = false;\n    this._setListeners();\n  }\n\n  // Getters\n  static get Default() {\n    return Default;\n  }\n  static get DefaultType() {\n    return DefaultType;\n  }\n  static get NAME() {\n    return NAME;\n  }\n\n  // Public\n  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW);\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._clearTimeout();\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE);\n    }\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING);\n      EventHandler.trigger(this._element, EVENT_SHOWN);\n      this._maybeScheduleHide();\n    };\n    this._element.classList.remove(CLASS_NAME_HIDE); // @deprecated\n    reflow(this._element);\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING);\n    this._queueCallback(complete, this._element, this._config.animation);\n  }\n  hide() {\n    if (!this.isShown()) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE); // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW);\n      EventHandler.trigger(this._element, EVENT_HIDDEN);\n    };\n    this._element.classList.add(CLASS_NAME_SHOWING);\n    this._queueCallback(complete, this._element, this._config.animation);\n  }\n  dispose() {\n    this._clearTimeout();\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW);\n    }\n    super.dispose();\n  }\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW);\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return;\n    }\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return;\n    }\n    this._timeout = setTimeout(() => {\n      this.hide();\n    }, this._config.delay);\n  }\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout':\n        {\n          this._hasMouseInteraction = isInteracting;\n          break;\n        }\n      case 'focusin':\n      case 'focusout':\n        {\n          this._hasKeyboardInteraction = isInteracting;\n          break;\n        }\n    }\n    if (isInteracting) {\n      this._clearTimeout();\n      return;\n    }\n    const nextElement = event.relatedTarget;\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return;\n    }\n    this._maybeScheduleHide();\n  }\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true));\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false));\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true));\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false));\n  }\n  _clearTimeout() {\n    clearTimeout(this._timeout);\n    this._timeout = null;\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.getOrCreateInstance(this, config);\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`);\n        }\n        data[config](this);\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast);\n\nexport { Alert, Button, Carousel, Collapse, Dropdown, Modal, Offcanvas, Popover, ScrollSpy, Tab, Toast, Tooltip };\n//# sourceMappingURL=bootstrap.esm.js.map\n","/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if 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define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if (document.readyState != \"loading\") callback();\n  else document.addEventListener(\"DOMContentLoaded\", callback);\n}\n","/**\n * Compare [semver](https://semver.org/) version strings to find greater, equal or lesser.\n * This library supports the full semver specification, including comparing versions with different number of digits like `1.0.0`, `1.0`, `1`, and pre-release versions like `1.0.0-alpha`.\n * @param v1 - First version to compare\n * @param v2 - Second version to compare\n * @returns Numeric value compatible with the [Array.sort(fn) interface](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#Parameters).\n */\nexport const compareVersions = (v1, v2) => {\n    // validate input and split into segments\n    const n1 = validateAndParse(v1);\n    const n2 = validateAndParse(v2);\n    // pop off the patch\n    const p1 = n1.pop();\n    const p2 = n2.pop();\n    // validate numbers\n    const r = compareSegments(n1, n2);\n    if (r !== 0)\n        return r;\n    // validate pre-release\n    if (p1 && p2) {\n        return compareSegments(p1.split('.'), p2.split('.'));\n    }\n    else if (p1 || p2) {\n        return p1 ? -1 : 1;\n    }\n    return 0;\n};\n/**\n * Validate [semver](https://semver.org/) version strings.\n *\n * @param version Version number to validate\n * @returns `true` if the version number is a valid semver version number, `false` otherwise.\n *\n * @example\n * ```\n * validate('1.0.0-rc.1'); // return true\n * validate('1.0-rc.1'); // return false\n * validate('foo'); // return false\n * ```\n */\nexport const validate = (version) => typeof version === 'string' && /^[v\\d]/.test(version) && semver.test(version);\n/**\n * Compare [semver](https://semver.org/) version strings using the specified operator.\n *\n * @param v1 First version to compare\n * @param v2 Second version to compare\n * @param operator Allowed arithmetic operator to use\n * @returns `true` if the comparison between the firstVersion and the secondVersion satisfies the operator, `false` otherwise.\n *\n * @example\n * ```\n * compare('10.1.8', '10.0.4', '>'); // return true\n * compare('10.0.1', '10.0.1', '='); // return true\n * compare('10.1.1', '10.2.2', '<'); // return true\n * compare('10.1.1', '10.2.2', '<='); // return true\n * compare('10.1.1', '10.2.2', '>='); // return false\n * ```\n */\nexport const compare = (v1, v2, operator) => {\n    // validate input operator\n    assertValidOperator(operator);\n    // since result of compareVersions can only be -1 or 0 or 1\n    // a simple map can be used to replace switch\n    const res = compareVersions(v1, v2);\n    return operatorResMap[operator].includes(res);\n};\n/**\n * Match [npm semver](https://docs.npmjs.com/cli/v6/using-npm/semver) version range.\n *\n * @param version Version number to match\n * @param range Range pattern for version\n * @returns `true` if the version number is within the range, `false` otherwise.\n *\n * @example\n * ```\n * satisfies('1.1.0', '^1.0.0'); // return true\n * satisfies('1.1.0', '~1.0.0'); // return false\n * ```\n */\nexport const satisfies = (version, range) => {\n    // if no range operator then \"=\"\n    const m = range.match(/^([<>=~^]+)/);\n    const op = m ? m[1] : '=';\n    // if gt/lt/eq then operator compare\n    if (op !== '^' && op !== '~')\n        return compare(version, range, op);\n    // else range of either \"~\" or \"^\" is assumed\n    const [v1, v2, v3, , vp] = validateAndParse(version);\n    const [r1, r2, r3, , rp] = validateAndParse(range);\n    const v = [v1, v2, v3];\n    const r = [r1, r2 !== null && r2 !== void 0 ? r2 : 'x', r3 !== null && r3 !== void 0 ? r3 : 'x'];\n    // validate pre-release\n    if (rp) {\n        if (!vp)\n            return false;\n        if (compareSegments(v, r) !== 0)\n            return false;\n        if (compareSegments(vp.split('.'), rp.split('.')) === -1)\n            return false;\n    }\n    // first non-zero number\n    const nonZero = r.findIndex((v) => v !== '0') + 1;\n    // pointer to where segments can be >=\n    const i = op === '~' ? 2 : nonZero > 1 ? nonZero : 1;\n    // before pointer must be equal\n    if (compareSegments(v.slice(0, i), r.slice(0, i)) !== 0)\n        return false;\n    // after pointer must be >=\n    if (compareSegments(v.slice(i), r.slice(i)) === -1)\n        return false;\n    return true;\n};\nconst semver = /^[v^~<>=]*?(\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+))?(?:-([\\da-z\\-]+(?:\\.[\\da-z\\-]+)*))?(?:\\+[\\da-z\\-]+(?:\\.[\\da-z\\-]+)*)?)?)?$/i;\nconst validateAndParse = (version) => {\n    if (typeof version !== 'string') {\n        throw new TypeError('Invalid argument expected string');\n    }\n    const match = version.match(semver);\n    if (!match) {\n        throw new Error(`Invalid argument not valid semver ('${version}' received)`);\n    }\n    match.shift();\n    return match;\n};\nconst isWildcard = (s) => s === '*' || s === 'x' || s === 'X';\nconst tryParse = (v) => {\n    const n = parseInt(v, 10);\n    return isNaN(n) ? v : n;\n};\nconst forceType = (a, b) => typeof a !== typeof b ? [String(a), String(b)] : [a, b];\nconst compareStrings = (a, b) => {\n    if (isWildcard(a) || isWildcard(b))\n        return 0;\n    const [ap, bp] = forceType(tryParse(a), tryParse(b));\n    if (ap > bp)\n        return 1;\n    if (ap < bp)\n        return -1;\n    return 0;\n};\nconst compareSegments = (a, b) => {\n    for (let i = 0; i < Math.max(a.length, b.length); i++) {\n        const r = compareStrings(a[i] || '0', b[i] || '0');\n        if (r !== 0)\n            return r;\n    }\n    return 0;\n};\nconst operatorResMap = {\n    '>': [1],\n    '>=': [0, 1],\n    '=': [0],\n    '<=': [-1, 0],\n    '<': [-1],\n};\nconst allowedOperators = Object.keys(operatorResMap);\nconst assertValidOperator = (op) => {\n    if (typeof op !== 'string') {\n        throw new TypeError(`Invalid operator type, expected string but got ${typeof op}`);\n    }\n    if (allowedOperators.indexOf(op) === -1) {\n        throw new Error(`Invalid operator, expected one of ${allowedOperators.join('|')}`);\n    }\n};\n//# sourceMappingURL=index.js.map","// Define the custom behavior of the page\nimport { documentReady } from \"./mixin\";\nimport { compare, validate } from \"compare-versions\";\n\nimport \"../styles/pydata-sphinx-theme.scss\";\n\n/*******************************************************************************\n * Theme interaction\n */\n\nvar prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\");\n\n/**\n * set the the body theme to the one specified by the user browser\n *\n * @param {event} e\n */\nfunction autoTheme(e) {\n  document.documentElement.dataset.theme = prefersDark.matches\n    ? \"dark\"\n    : \"light\";\n}\n\n/**\n * Set the theme using the specified mode.\n * It can be one of [\"auto\", \"dark\", \"light\"]\n *\n * @param {str} mode\n */\nfunction setTheme(mode) {\n  if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n    console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n    mode = \"auto\";\n  }\n\n  // get the theme\n  var colorScheme = prefersDark.matches ? \"dark\" : \"light\";\n  document.documentElement.dataset.mode = mode;\n  var theme = mode == \"auto\" ? colorScheme : mode;\n  document.documentElement.dataset.theme = theme;\n  // TODO: remove this line after Bootstrap upgrade\n  // v5.3 has a colors mode: https://getbootstrap.com/docs/5.3/customize/color-modes/\n  document.querySelectorAll(\".dropdown-menu\").forEach((el) => {\n    if (theme === \"dark\") {\n      el.classList.add(\"dropdown-menu-dark\");\n    } else {\n      el.classList.remove(\"dropdown-menu-dark\");\n    }\n  });\n\n  // save mode and theme\n  localStorage.setItem(\"mode\", mode);\n  localStorage.setItem(\"theme\", theme);\n  console.log(`[PST]: Changed to ${mode} mode using the ${theme} theme.`);\n\n  // add a listener if set on auto\n  prefersDark.onchange = mode == \"auto\" ? autoTheme : \"\";\n}\n\n/**\n * Change the theme option order so that clicking on the btn is always a change\n * from \"auto\"\n */\nfunction cycleMode() {\n  const defaultMode = document.documentElement.dataset.defaultMode || \"auto\";\n  const currentMode = localStorage.getItem(\"mode\") || defaultMode;\n\n  var loopArray = (arr, current) => {\n    var nextPosition = arr.indexOf(current) + 1;\n    if (nextPosition === arr.length) {\n      nextPosition = 0;\n    }\n    return arr[nextPosition];\n  };\n\n  // make sure the next theme after auto is always a change\n  var modeList = prefersDark.matches\n    ? [\"auto\", \"light\", \"dark\"]\n    : [\"auto\", \"dark\", \"light\"];\n  var newMode = loopArray(modeList, currentMode);\n  setTheme(newMode);\n}\n\n/**\n * add the theme listener on the btns of the navbar\n */\nfunction addModeListener() {\n  // the theme was set a first time using the initial mini-script\n  // running setMode will ensure the use of the dark mode if auto is selected\n  setTheme(document.documentElement.dataset.mode);\n\n  // Attach event handlers for toggling themes colors\n  document.querySelectorAll(\".theme-switch-button\").forEach((el) => {\n    el.addEventListener(\"click\", cycleMode);\n  });\n}\n\n/*******************************************************************************\n * TOC interactivity\n */\n\n/**\n * TOC sidebar - add \"active\" class to parent list\n *\n * Bootstrap's scrollspy adds the active class to the <a> link,\n * but for the automatic collapsing we need this on the parent list item.\n *\n * The event is triggered on \"window\" (and not the nav item as documented),\n * see https://github.com/twbs/bootstrap/issues/20086\n */\nfunction addTOCInteractivity() {\n  window.addEventListener(\"activate.bs.scrollspy\", function () {\n    const navLinks = document.querySelectorAll(\".bd-toc-nav a\");\n\n    navLinks.forEach((navLink) => {\n      navLink.parentElement.classList.remove(\"active\");\n    });\n\n    const activeNavLinks = document.querySelectorAll(\".bd-toc-nav a.active\");\n    activeNavLinks.forEach((navLink) => {\n      navLink.parentElement.classList.add(\"active\");\n    });\n  });\n}\n\n/*******************************************************************************\n * Scroll\n */\n\n/**\n * Navigation sidebar scrolling to active page\n */\nfunction scrollToActive() {\n  // If the docs nav doesn't exist, do nothing (e.g., on search page)\n  if (!document.querySelector(\".bd-docs-nav\")) {\n    return;\n  }\n\n  var sidebar = document.querySelector(\"div.bd-sidebar\");\n\n  // Remember the sidebar scroll position between page loads\n  // Inspired on source of revealjs.com\n  let storedScrollTop = parseInt(\n    sessionStorage.getItem(\"sidebar-scroll-top\"),\n    10,\n  );\n\n  if (!isNaN(storedScrollTop)) {\n    // If we've got a saved scroll position, just use that\n    sidebar.scrollTop = storedScrollTop;\n    console.log(\"[PST]: Scrolled sidebar using stored browser position...\");\n  } else {\n    // Otherwise, calculate a position to scroll to based on the lowest `active` link\n    var sidebarNav = document.querySelector(\".bd-docs-nav\");\n    var active_pages = sidebarNav.querySelectorAll(\".active\");\n    if (active_pages.length > 0) {\n      // Use the last active page as the offset since it's the page we're on\n      var latest_active = active_pages[active_pages.length - 1];\n      var offset =\n        latest_active.getBoundingClientRect().y -\n        sidebar.getBoundingClientRect().y;\n      // Only scroll the navbar if the active link is lower than 50% of the page\n      if (latest_active.getBoundingClientRect().y > window.innerHeight * 0.5) {\n        let buffer = 0.25; // Buffer so we have some space above the scrolled item\n        sidebar.scrollTop = offset - sidebar.clientHeight * buffer;\n        console.log(\"[PST]: Scrolled sidebar using last active link...\");\n      }\n    }\n  }\n\n  // Store the sidebar scroll position\n  window.addEventListener(\"beforeunload\", () => {\n    sessionStorage.setItem(\"sidebar-scroll-top\", sidebar.scrollTop);\n  });\n}\n\n/*******************************************************************************\n * Search\n */\n\n/**\n * Find any search forms on the page and return their input element\n */\nvar findSearchInput = () => {\n  let forms = document.querySelectorAll(\"form.bd-search\");\n  if (!forms.length) {\n    // no search form found\n    return;\n  } else {\n    var form;\n    if (forms.length == 1) {\n      // there is exactly one search form (persistent or hidden)\n      form = forms[0];\n    } else {\n      // must be at least one persistent form, use the first persistent one\n      form = document.querySelector(\n        \"div:not(.search-button__search-container) > form.bd-search\",\n      );\n    }\n    return form.querySelector(\"input\");\n  }\n};\n\n/**\n * Activate the search field on the page.\n * - If there is a search field already visible it will be activated.\n * - If not, then a search field will pop up.\n */\nvar toggleSearchField = () => {\n  // Find the search input to highlight\n  let input = findSearchInput();\n\n  // if the input field is the hidden one (the one associated with the\n  // search button) then toggle the button state (to show/hide the field)\n  let searchPopupWrapper = document.querySelector(\".search-button__wrapper\");\n  let hiddenInput = searchPopupWrapper.querySelector(\"input\");\n  if (input === hiddenInput) {\n    searchPopupWrapper.classList.toggle(\"show\");\n  }\n  // when toggling off the search field, remove its focus\n  if (document.activeElement === input) {\n    input.blur();\n  } else {\n    input.focus();\n    input.select();\n    input.scrollIntoView({ block: \"center\" });\n  }\n};\n\n/**\n * Add an event listener for toggleSearchField() for Ctrl/Cmd + K\n */\nvar addEventListenerForSearchKeyboard = () => {\n  window.addEventListener(\n    \"keydown\",\n    (event) => {\n      let input = findSearchInput();\n      // toggle on Ctrl+k or ⌘+k\n      if (\n        // Ignore if shift or alt are pressed\n        !event.shiftKey &&\n        !event.altKey &&\n        // On Mac use ⌘, all other OS use Ctrl\n        (useCommandKey\n          ? event.metaKey && !event.ctrlKey\n          : !event.metaKey && event.ctrlKey) &&\n        // Case-insensitive so the shortcut still works with caps lock\n        /^k$/i.test(event.key)\n      ) {\n        event.preventDefault();\n        toggleSearchField();\n      }\n      // also allow Escape key to hide (but not show) the dynamic search field\n      else if (document.activeElement === input && /Escape/i.test(event.key)) {\n        toggleSearchField();\n      }\n    },\n    true,\n  );\n};\n\n/**\n * If the user is on a Mac, use command (⌘) instead of control (ctrl) key\n *\n * Note: `navigator.platform` is deprecated; however MDN still recommends using\n * it for the one specific use case of detecting whether a keyboard shortcut\n * should use control or command:\n * https://developer.mozilla.org/en-US/docs/Web/API/Navigator/platform#examples\n */\nvar useCommandKey =\n  navigator.platform.indexOf(\"Mac\") === 0 || navigator.platform === \"iPhone\";\n\n/**\n * Change the search hint to `meta key` if we are a Mac\n */\n\nvar changeSearchShortcutKey = () => {\n  let shortcuts = document.querySelectorAll(\".search-button__kbd-shortcut\");\n  if (useCommandKey) {\n    shortcuts.forEach(\n      (f) => (f.querySelector(\"kbd.kbd-shortcut__modifier\").innerText = \"⌘\"),\n    );\n  }\n};\n\n/**\n * Activate callbacks for search button popup\n */\nvar setupSearchButtons = () => {\n  changeSearchShortcutKey();\n  addEventListenerForSearchKeyboard();\n\n  // Add the search button trigger event callback\n  document.querySelectorAll(\".search-button__button\").forEach((btn) => {\n    btn.onclick = toggleSearchField;\n  });\n\n  // Add the search button overlay event callback\n  let overlay = document.querySelector(\".search-button__overlay\");\n  if (overlay) {\n    overlay.onclick = toggleSearchField;\n  }\n};\n\n/*******************************************************************************\n * Version Switcher\n * Note that this depends on two variables existing that are defined in\n * and `html-page-context` hook:\n *\n * - DOCUMENTATION_OPTIONS.pagename\n * - DOCUMENTATION_OPTIONS.theme_switcher_url\n */\n\n/**\n * path component of URL\n */\nvar getCurrentUrlPath = () => {\n  if (DOCUMENTATION_OPTIONS.BUILDER == \"dirhtml\") {\n    return DOCUMENTATION_OPTIONS.pagename == \"index\"\n      ? `/`\n      : `${DOCUMENTATION_OPTIONS.pagename}/`;\n  }\n  return `${DOCUMENTATION_OPTIONS.pagename}.html`;\n};\n\n/**\n * Allow user to dismiss the warning banner about the docs version being dev / old.\n * We store the dismissal date and version, to give us flexibility about making the\n * dismissal last for longer than one browser session, if we decide to do that.\n *\n * @param {event} event the event that trigger the check\n */\nasync function DismissBannerAndStorePref(event) {\n  const banner = document.querySelector(\"#bd-header-version-warning\");\n  banner.remove();\n  const version = DOCUMENTATION_OPTIONS.VERSION;\n  const now = new Date();\n  const banner_pref = JSON.parse(\n    localStorage.getItem(\"pst_banner_pref\") || \"{}\",\n  );\n  console.debug(\n    `[PST] Dismissing the version warning banner on ${version} starting ${now}.`,\n  );\n  banner_pref[version] = now;\n  localStorage.setItem(\"pst_banner_pref\", JSON.stringify(banner_pref));\n}\n\n/**\n * Check if corresponding page path exists in other version of docs\n * and, if so, go there instead of the homepage of the other docs version\n *\n * @param {event} event the event that trigger the check\n */\nasync function checkPageExistsAndRedirect(event) {\n  // ensure we don't follow the initial link\n  event.preventDefault();\n  const currentFilePath = getCurrentUrlPath();\n  let tryUrl = event.currentTarget.getAttribute(\"href\");\n  let otherDocsHomepage = tryUrl.replace(currentFilePath, \"\");\n  try {\n    let head = await fetch(tryUrl, { method: \"HEAD\" });\n    if (head.ok) {\n      location.href = tryUrl; // the page exists, go there\n    } else {\n      location.href = otherDocsHomepage;\n    }\n  } catch (err) {\n    // something went wrong, probably CORS restriction, fallback to other docs homepage\n    location.href = otherDocsHomepage;\n  }\n}\n\n/**\n * Load and parse the version switcher JSON file from an absolute or relative URL.\n *\n * @param {string} url The URL to load version switcher entries from.\n */\nasync function fetchVersionSwitcherJSON(url) {\n  // first check if it's a valid URL\n  try {\n    var result = new URL(url);\n  } catch (err) {\n    if (err instanceof TypeError) {\n      if (!window.location.origin) {\n        // window.location.origin is null for local static sites\n        // (ie. window.location.protocol == 'file:')\n        //\n        // TODO: Fix this to return the static version switcher by working out\n        // how to get the correct path to the switcher JSON file on local static builds\n        return null;\n      }\n      // assume we got a relative path, and fix accordingly. But first, we need to\n      // use `fetch()` to follow redirects so we get the correct final base URL\n      const origin = await fetch(window.location.origin, { method: \"HEAD\" });\n      result = new URL(url, origin.url);\n    } else {\n      // something unexpected happened\n      throw err;\n    }\n  }\n  // load and return the JSON\n  const response = await fetch(result);\n  const data = await response.json();\n  return data;\n}\n\n// Populate the version switcher from the JSON data\nfunction populateVersionSwitcher(data, versionSwitcherBtns) {\n  const currentFilePath = getCurrentUrlPath();\n  versionSwitcherBtns.forEach((btn) => {\n    // Set empty strings by default so that these attributes exist and can be used in CSS selectors\n    btn.dataset[\"activeVersionName\"] = \"\";\n    btn.dataset[\"activeVersion\"] = \"\";\n  });\n  // in case there are multiple entries with the same version string, this helps us\n  // decide which entry's `name` to put on the button itself. Without this, it would\n  // always be the *last* version-matching entry; now it will be either the\n  // version-matching entry that is also marked as `\"preferred\": true`, or if that\n  // doesn't exist: the *first* version-matching entry.\n  data = data.map((entry) => {\n    // does this entry match the version that we're currently building/viewing?\n    entry.match =\n      entry.version == DOCUMENTATION_OPTIONS.theme_switcher_version_match;\n    entry.preferred = entry.preferred || false;\n    // if no custom name specified (e.g., \"latest\"), use version string\n    if (!(\"name\" in entry)) {\n      entry.name = entry.version;\n    }\n    return entry;\n  });\n  const hasMatchingPreferredEntry = data\n    .map((entry) => entry.preferred && entry.match)\n    .some(Boolean);\n  var foundMatch = false;\n  // create links to the corresponding page in the other docs versions\n  data.forEach((entry) => {\n    // create the node\n    const anchor = document.createElement(\"a\");\n    anchor.setAttribute(\n      \"class\",\n      \"dropdown-item list-group-item list-group-item-action py-1\",\n    );\n    anchor.setAttribute(\"href\", `${entry.url}${currentFilePath}`);\n    anchor.setAttribute(\"role\", \"option\");\n    const span = document.createElement(\"span\");\n    span.textContent = `${entry.name}`;\n    anchor.appendChild(span);\n    // Add dataset values for the version and name in case people want\n    // to apply CSS styling based on this information.\n    anchor.dataset[\"versionName\"] = entry.name;\n    anchor.dataset[\"version\"] = entry.version;\n    // replace dropdown button text with the preferred display name of the\n    // currently-viewed version, rather than using sphinx's {{ version }} variable.\n    // also highlight the dropdown entry for the currently-viewed version's entry\n    let matchesAndIsPreferred = hasMatchingPreferredEntry && entry.preferred;\n    let matchesAndIsFirst =\n      !hasMatchingPreferredEntry && !foundMatch && entry.match;\n    if (matchesAndIsPreferred || matchesAndIsFirst) {\n      anchor.classList.add(\"active\");\n      versionSwitcherBtns.forEach((btn) => {\n        btn.innerText = entry.name;\n        btn.dataset[\"activeVersionName\"] = entry.name;\n        btn.dataset[\"activeVersion\"] = entry.version;\n      });\n      foundMatch = true;\n    }\n    // There may be multiple version-switcher elements, e.g. one\n    // in a slide-over panel displayed on smaller screens.\n    document.querySelectorAll(\".version-switcher__menu\").forEach((menu) => {\n      // we need to clone the node for each menu, but onclick attributes are not\n      // preserved by `.cloneNode()` so we add onclick here after cloning.\n      let node = anchor.cloneNode(true);\n      node.onclick = checkPageExistsAndRedirect;\n      // on click, AJAX calls will check if the linked page exists before\n      // trying to redirect, and if not, will redirect to the homepage\n      // for that version of the docs.\n      menu.append(node);\n    });\n  });\n}\n\n/*******************************************************************************\n * Warning banner when viewing non-stable version of the docs.\n */\n\n/**\n * Show a warning banner when viewing a non-stable version of the docs.\n *\n * adapted 2023-06 from https://mne.tools/versionwarning.js, which was\n * originally adapted 2020-05 from https://scikit-learn.org/versionwarning.js\n *\n * @param {Array} data The version data used to populate the switcher menu.\n */\nfunction showVersionWarningBanner(data) {\n  var version = DOCUMENTATION_OPTIONS.VERSION;\n  // figure out what latest stable version is\n  var preferredEntries = data.filter((entry) => entry.preferred);\n  if (preferredEntries.length !== 1) {\n    const howMany = preferredEntries.length == 0 ? \"No\" : \"Multiple\";\n    console.log(\n      `[PST] ${howMany} versions marked \"preferred\" found in versions JSON, ignoring.`,\n    );\n    return;\n  }\n  const preferredVersion = preferredEntries[0].version;\n  const preferredURL = preferredEntries[0].url;\n  // if already on preferred version, nothing to do\n  const versionsAreComparable = validate(version) && validate(preferredVersion);\n  if (versionsAreComparable && compare(version, preferredVersion, \"=\")) {\n    console.log(\n      \"This is the prefered version of the docs, not showing the warning banner.\",\n    );\n    return;\n  }\n  // check if banner has been dismissed recently\n  const dismiss_date_str = JSON.parse(\n    localStorage.getItem(\"pst_banner_pref\") || \"{}\",\n  )[version];\n  if (dismiss_date_str != null) {\n    const dismiss_date = new Date(dismiss_date_str);\n    const now = new Date();\n    const milliseconds_in_a_day = 24 * 60 * 60 * 1000;\n    const days_passed = (now - dismiss_date) / milliseconds_in_a_day;\n    const timeout_in_days = 14;\n    if (days_passed < timeout_in_days) {\n      console.info(\n        `[PST] Suppressing version warning banner; was dismissed ${Math.floor(days_passed)} day(s) ago`,\n      );\n      return;\n    }\n  }\n\n  // now construct the warning banner\n  const banner = document.querySelector(\"#bd-header-version-warning\");\n  const middle = document.createElement(\"div\");\n  const inner = document.createElement(\"div\");\n  const bold = document.createElement(\"strong\");\n  const button = document.createElement(\"a\");\n  const close_btn = document.createElement(\"a\");\n  // these classes exist since pydata-sphinx-theme v0.10.0\n  // the init class is used for animation\n  middle.classList = \"bd-header-announcement__content  ms-auto me-auto\";\n  inner.classList = \"sidebar-message\";\n  button.classList =\n    \"btn text-wrap font-weight-bold ms-3 my-1 align-baseline pst-button-link-to-stable-version\";\n  button.href = `${preferredURL}${getCurrentUrlPath()}`;\n  button.innerText = \"Switch to stable version\";\n  button.onclick = checkPageExistsAndRedirect;\n  close_btn.classList = \"ms-3 my-1 align-baseline\";\n  const close_x = document.createElement(\"i\");\n  close_btn.append(close_x);\n  close_x.classList = \"fa-solid fa-xmark\";\n  close_btn.onclick = DismissBannerAndStorePref;\n  // add the version-dependent text\n  inner.innerText = \"This is documentation for \";\n  const isDev =\n    version.includes(\"dev\") ||\n    version.includes(\"rc\") ||\n    version.includes(\"pre\");\n  const newerThanPreferred =\n    versionsAreComparable && compare(version, preferredVersion, \">\");\n  if (isDev || newerThanPreferred) {\n    bold.innerText = \"an unstable development version\";\n  } else if (versionsAreComparable && compare(version, preferredVersion, \"<\")) {\n    bold.innerText = `an old version (${version})`;\n  } else if (!version) {\n    bold.innerText = \"an unknown version\"; // e.g., an empty string\n  } else {\n    bold.innerText = `version ${version}`;\n  }\n  banner.appendChild(middle);\n  banner.append(close_btn);\n  middle.appendChild(inner);\n  inner.appendChild(bold);\n  inner.appendChild(document.createTextNode(\".\"));\n  inner.appendChild(button);\n  banner.classList.remove(\"d-none\");\n}\n\n/*******************************************************************************\n * MutationObserver to move the ReadTheDocs button\n */\n\n/**\n * intercept the RTD flyout and place it in the rtd-footer-container if existing\n * if not it stays where on top of the page\n */\nfunction initRTDObserver() {\n  const mutatedCallback = (mutationList, observer) => {\n    mutationList.forEach((mutation) => {\n      // Check whether the mutation is for RTD, which will have a specific structure\n      if (mutation.addedNodes.length === 0) {\n        return;\n      }\n      if (mutation.addedNodes[0].data === undefined) {\n        return;\n      }\n      if (mutation.addedNodes[0].data.search(\"Inserted RTD Footer\") != -1) {\n        mutation.addedNodes.forEach((node) => {\n          document.getElementById(\"rtd-footer-container\").append(node);\n        });\n      }\n    });\n  };\n\n  const observer = new MutationObserver(mutatedCallback);\n  const config = { childList: true };\n  observer.observe(document.body, config);\n}\n\nasync function fetchAndUseVersions() {\n  // fetch the JSON version data (only once), then use it to populate the version\n  // switcher and maybe show the version warning bar\n  var versionSwitcherBtns = document.querySelectorAll(\n    \".version-switcher__button\",\n  );\n  const hasSwitcherMenu = versionSwitcherBtns.length > 0;\n  const hasVersionsJSON = DOCUMENTATION_OPTIONS.hasOwnProperty(\n    \"theme_switcher_json_url\",\n  );\n  const wantsWarningBanner = DOCUMENTATION_OPTIONS.show_version_warning_banner;\n\n  if (hasVersionsJSON && (hasSwitcherMenu || wantsWarningBanner)) {\n    const data = await fetchVersionSwitcherJSON(\n      DOCUMENTATION_OPTIONS.theme_switcher_json_url,\n    );\n    // TODO: remove the `if(data)` once the `return null` is fixed within fetchVersionSwitcherJSON.\n    // We don't really want the switcher and warning bar to silently not work.\n    if (data) {\n      populateVersionSwitcher(data, versionSwitcherBtns);\n      if (wantsWarningBanner) {\n        showVersionWarningBanner(data);\n      }\n    }\n  }\n}\n\n/*******************************************************************************\n * Add keyboard functionality to mobile sidebars.\n *\n * Wire up the hamburger-style buttons using the click event which (on buttons)\n * handles both mouse clicks and the space and enter keys.\n */\nfunction setupMobileSidebarKeyboardHandlers() {\n  // These are hidden checkboxes at the top of the page whose :checked property\n  // allows the mobile sidebars to be hidden or revealed via CSS.\n  const primaryToggle = document.getElementById(\"pst-primary-sidebar-checkbox\");\n  const secondaryToggle = document.getElementById(\n    \"pst-secondary-sidebar-checkbox\",\n  );\n  const primarySidebar = document.querySelector(\".bd-sidebar-primary\");\n  const secondarySidebar = document.querySelector(\".bd-sidebar-secondary\");\n\n  // Toggle buttons -\n  //\n  // These are the hamburger-style buttons in the header nav bar. When the user\n  // clicks, the button transmits the click to the hidden checkboxes used by the\n  // CSS to control whether the sidebar is open or closed.\n  const primaryClickTransmitter = document.querySelector(\".primary-toggle\");\n  const secondaryClickTransmitter = document.querySelector(\".secondary-toggle\");\n  [\n    [primaryClickTransmitter, primaryToggle, primarySidebar],\n    [secondaryClickTransmitter, secondaryToggle, secondarySidebar],\n  ].forEach(([clickTransmitter, toggle, sidebar]) => {\n    if (!clickTransmitter) {\n      return;\n    }\n    clickTransmitter.addEventListener(\"click\", (event) => {\n      event.preventDefault();\n      event.stopPropagation();\n      toggle.checked = !toggle.checked;\n\n      // If we are opening the sidebar, move focus to the first focusable item\n      // in the sidebar\n      if (toggle.checked) {\n        // Note: this selector is not exhaustive, and we may need to update it\n        // in the future\n        const tabStop = sidebar.querySelector(\"a, button\");\n        // use setTimeout because you cannot move focus synchronously during a\n        // click in the handler for the click event\n        setTimeout(() => tabStop.focus(), 100);\n      }\n    });\n  });\n\n  // Escape key -\n  //\n  // When sidebar is open, user should be able to press escape key to close the\n  // sidebar.\n  [\n    [primarySidebar, primaryToggle, primaryClickTransmitter],\n    [secondarySidebar, secondaryToggle, secondaryClickTransmitter],\n  ].forEach(([sidebar, toggle, transmitter]) => {\n    if (!sidebar) {\n      return;\n    }\n    sidebar.addEventListener(\"keydown\", (event) => {\n      if (event.key === \"Escape\") {\n        event.preventDefault();\n        event.stopPropagation();\n        toggle.checked = false;\n        transmitter.focus();\n      }\n    });\n  });\n\n  // When the <label> overlay is clicked to close the sidebar, return focus to\n  // the opener button in the nav bar.\n  [\n    [primaryToggle, primaryClickTransmitter],\n    [secondaryToggle, secondaryClickTransmitter],\n  ].forEach(([toggle, transmitter]) => {\n    toggle.addEventListener(\"change\", (event) => {\n      if (!event.currentTarget.checked) {\n        transmitter.focus();\n      }\n    });\n  });\n}\n\n/**\n * When the page loads, or the window resizes, or descendant nodes are added or\n * removed from the main element, check all code blocks and Jupyter notebook\n * outputs, and for each one that has scrollable overflow, set tabIndex = 0.\n */\nfunction addTabStopsToScrollableElements() {\n  const updateTabStops = () => {\n    document\n      .querySelectorAll(\n        \"pre, \" + // code blocks\n          \".nboutput > .output_area, \" + // NBSphinx notebook output\n          \".cell_output > .output, \" + // Myst-NB\n          \".jp-RenderedHTMLCommon\", // ipywidgets\n      )\n      .forEach((el) => {\n        el.tabIndex =\n          el.scrollWidth > el.clientWidth || el.scrollHeight > el.clientHeight\n            ? 0\n            : -1;\n      });\n  };\n  const debouncedUpdateTabStops = debounce(updateTabStops, 300);\n\n  // On window resize\n  window.addEventListener(\"resize\", debouncedUpdateTabStops);\n\n  // The following MutationObserver is for ipywidgets, which take some time to\n  // finish loading and rendering on the page (so even after the \"load\" event is\n  // fired, they still have not finished rendering). Would be nice to replace\n  // the MutationObserver if there is a way to hook into the ipywidgets code to\n  // know when it is done.\n  const mainObserver = new MutationObserver(debouncedUpdateTabStops);\n\n  // On descendant nodes added/removed from main element\n  mainObserver.observe(document.getElementById(\"main-content\"), {\n    subtree: true,\n    childList: true,\n  });\n\n  // On page load (when this function gets called)\n  updateTabStops();\n}\nfunction debounce(callback, wait) {\n  let timeoutId = null;\n  return (...args) => {\n    clearTimeout(timeoutId);\n    timeoutId = setTimeout(() => {\n      callback(...args);\n    }, wait);\n  };\n}\n\n/*******************************************************************************\n * Announcement banner - fetch and load remote HTML\n */\nasync function setupAnnouncementBanner() {\n  const banner = document.querySelector(\".bd-header-announcement\");\n  const { pstAnnouncementUrl } = banner ? banner.dataset : null;\n\n  if (!pstAnnouncementUrl) {\n    return;\n  }\n\n  try {\n    const response = await fetch(pstAnnouncementUrl);\n    if (!response.ok) {\n      throw new Error(\n        `[PST]: HTTP response status not ok: ${response.status} ${response.statusText}`,\n      );\n    }\n    const data = await response.text();\n    if (data.length === 0) {\n      console.log(`[PST]: Empty announcement at: ${pstAnnouncementUrl}`);\n      return;\n    }\n    banner.innerHTML = `<div class=\"bd-header-announcement__content\">${data}</div>`;\n    banner.classList.remove(\"d-none\");\n  } catch (_error) {\n    console.log(`[PST]: Failed to load announcement at: ${pstAnnouncementUrl}`);\n    console.error(_error);\n  }\n}\n\n/*******************************************************************************\n * Reveal (and animate) the banners (version warning, announcement) together\n */\nasync function fetchRevealBannersTogether() {\n  // Wait until finished fetching and loading banners\n  await Promise.allSettled([fetchAndUseVersions(), setupAnnouncementBanner()]);\n\n  // The revealer element should have CSS rules that set height to 0, overflow\n  // to hidden, and an animation transition on the height (unless the user has\n  // turned off animations)\n  const revealer = document.querySelector(\".pst-async-banner-revealer\");\n  if (!revealer) {\n    return;\n  }\n\n  // Remove the d-none (display-none) class to calculate the children heights.\n  revealer.classList.remove(\"d-none\");\n\n  // Add together the heights of the element's children\n  const height = Array.from(revealer.children).reduce(\n    (height, el) => height + el.offsetHeight,\n    0,\n  );\n\n  // Use the calculated height to give the revealer a non-zero height (if\n  // animations allowed, the height change will animate)\n  revealer.style.setProperty(\"height\", `${height}px`);\n\n  // Wait for a bit more than 300ms (the transition duration), then set height\n  // to auto so the banner can resize if the window is resized.\n  setTimeout(() => {\n    revealer.style.setProperty(\"height\", \"auto\");\n  }, 320);\n}\n\n/*******************************************************************************\n * Call functions after document loading.\n */\n\n// This one first to kick off the network request for the version warning\n// and announcement banner data as early as possible.\ndocumentReady(fetchRevealBannersTogether);\n\ndocumentReady(addModeListener);\ndocumentReady(scrollToActive);\ndocumentReady(addTOCInteractivity);\ndocumentReady(setupSearchButtons);\ndocumentReady(initRTDObserver);\ndocumentReady(setupMobileSidebarKeyboardHandlers);\n\n// Determining whether an element has scrollable content depends on stylesheets,\n// so we're checking for the \"load\" event rather than \"DOMContentLoaded\"\nif (document.readyState === \"complete\") {\n  addTabStopsToScrollableElements();\n} else {\n  window.addEventListener(\"load\", addTabStopsToScrollableElements);\n}\n"],"names":["documentReady","callback","document","readyState","addEventListener","validate","version","test","semver","compare","v1","v2","operator","assertValidOperator","res","n1","validateAndParse","n2","p1","pop","p2","r","compareSegments","split","compareVersions","operatorResMap","includes","TypeError","match","Error","shift","isWildcard","s","tryParse","v","n","parseInt","isNaN","compareStrings","a","b","ap","bp","String","forceType","i","Math","max","length","allowedOperators","Object","keys","op","indexOf","join","prefersDark","window","matchMedia","autoTheme","e","documentElement","dataset","theme","matches","setTheme","mode","console","error","colorScheme","querySelectorAll","forEach","el","classList","add","remove","localStorage","setItem","log","onchange","cycleMode","defaultMode","currentMode","getItem","arr","nextPosition","findSearchInput","forms","querySelector","toggleSearchField","input","searchPopupWrapper","toggle","activeElement","blur","focus","select","scrollIntoView","block","useCommandKey","navigator","platform","getCurrentUrlPath","DOCUMENTATION_OPTIONS","BUILDER","pagename","async","DismissBannerAndStorePref","event","VERSION","now","Date","banner_pref","JSON","parse","debug","stringify","checkPageExistsAndRedirect","preventDefault","currentFilePath","tryUrl","currentTarget","getAttribute","otherDocsHomepage","replace","fetch","method","ok","location","href","err","fetchAndUseVersions","versionSwitcherBtns","hasSwitcherMenu","hasVersionsJSON","hasOwnProperty","wantsWarningBanner","show_version_warning_banner","data","url","result","URL","origin","response","json","fetchVersionSwitcherJSON","theme_switcher_json_url","btn","hasMatchingPreferredEntry","map","entry","theme_switcher_version_match","preferred","name","some","Boolean","foundMatch","anchor","createElement","setAttribute","span","textContent","appendChild","matchesAndIsPreferred","matchesAndIsFirst","innerText","menu","node","cloneNode","onclick","append","populateVersionSwitcher","preferredEntries","filter","howMany","preferredVersion","preferredURL","versionsAreComparable","dismiss_date_str","dismiss_date","days_passed","info","floor","banner","middle","inner","bold","button","close_btn","close_x","isDev","newerThanPreferred","createTextNode","showVersionWarningBanner","addTabStopsToScrollableElements","updateTabStops","tabIndex","scrollWidth","clientWidth","scrollHeight","clientHeight","debouncedUpdateTabStops","wait","timeoutId","args","clearTimeout","setTimeout","debounce","MutationObserver","observe","getElementById","subtree","childList","setupAnnouncementBanner","pstAnnouncementUrl","status","statusText","text","innerHTML","_error","Promise","allSettled","revealer","height","Array","from","children","reduce","offsetHeight","style","setProperty","sidebar","storedScrollTop","sessionStorage","active_pages","latest_active","offset","getBoundingClientRect","y","innerHeight","buffer","scrollTop","navLink","parentElement","shortcuts","f","changeSearchShortcutKey","shiftKey","altKey","metaKey","ctrlKey","key","overlay","mutationList","observer","mutation","addedNodes","undefined","search","body","primaryToggle","secondaryToggle","primarySidebar","secondarySidebar","primaryClickTransmitter","secondaryClickTransmitter","clickTransmitter","stopPropagation","checked","tabStop","transmitter"],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
new file mode 100644
index 00000000..2c774d17
--- /dev/null
+++ b/_static/searchtools.js
@@ -0,0 +1,632 @@
+/*
+ * Sphinx JavaScript utilities for the full-text search.
+ */
+"use strict";
+
+/**
+ * Simple result scoring code.
+ */
+if (typeof Scorer === "undefined") {
+  var Scorer = {
+    // Implement the following function to further tweak the score for each result
+    // The function takes a result array [docname, title, anchor, descr, score, filename]
+    // and returns the new score.
+    /*
+    score: result => {
+      const [docname, title, anchor, descr, score, filename, kind] = result
+      return score
+    },
+    */
+
+    // query matches the full name of an object
+    objNameMatch: 11,
+    // or matches in the last dotted part of the object name
+    objPartialMatch: 6,
+    // Additive scores depending on the priority of the object
+    objPrio: {
+      0: 15, // used to be importantResults
+      1: 5, // used to be objectResults
+      2: -5, // used to be unimportantResults
+    },
+    //  Used when the priority is not in the mapping.
+    objPrioDefault: 0,
+
+    // query found in title
+    title: 15,
+    partialTitle: 7,
+    // query found in terms
+    term: 5,
+    partialTerm: 2,
+  };
+}
+
+// Global search result kind enum, used by themes to style search results.
+class SearchResultKind {
+    static get index() { return  "index"; }
+    static get object() { return "object"; }
+    static get text() { return "text"; }
+    static get title() { return "title"; }
+}
+
+const _removeChildren = (element) => {
+  while (element && element.lastChild) element.removeChild(element.lastChild);
+};
+
+/**
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
+ */
+const _escapeRegExp = (string) =>
+  string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
+
+const _displayItem = (item, searchTerms, highlightTerms) => {
+  const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
+  const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+  const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
+  const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
+  const contentRoot = document.documentElement.dataset.content_root;
+
+  const [docName, title, anchor, descr, score, _filename, kind] = item;
+
+  let listItem = document.createElement("li");
+  // Add a class representing the item's type:
+  // can be used by a theme's CSS selector for styling
+  // See SearchResultKind for the class names.
+  listItem.classList.add(`kind-${kind}`);
+  let requestUrl;
+  let linkUrl;
+  if (docBuilder === "dirhtml") {
+    // dirhtml builder
+    let dirname = docName + "/";
+    if (dirname.match(/\/index\/$/))
+      dirname = dirname.substring(0, dirname.length - 6);
+    else if (dirname === "index/") dirname = "";
+    requestUrl = contentRoot + dirname;
+    linkUrl = requestUrl;
+  } else {
+    // normal html builders
+    requestUrl = contentRoot + docName + docFileSuffix;
+    linkUrl = docName + docLinkSuffix;
+  }
+  let linkEl = listItem.appendChild(document.createElement("a"));
+  linkEl.href = linkUrl + anchor;
+  linkEl.dataset.score = score;
+  linkEl.innerHTML = title;
+  if (descr) {
+    listItem.appendChild(document.createElement("span")).innerHTML =
+      " (" + descr + ")";
+    // highlight search terms in the description
+    if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+      highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+  }
+  else if (showSearchSummary)
+    fetch(requestUrl)
+      .then((responseData) => responseData.text())
+      .then((data) => {
+        if (data)
+          listItem.appendChild(
+            Search.makeSearchSummary(data, searchTerms, anchor)
+          );
+        // highlight search terms in the summary
+        if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+          highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+      });
+  Search.output.appendChild(listItem);
+};
+const _finishSearch = (resultCount) => {
+  Search.stopPulse();
+  Search.title.innerText = _("Search Results");
+  if (!resultCount)
+    Search.status.innerText = Documentation.gettext(
+      "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
+    );
+  else
+    Search.status.innerText = Documentation.ngettext(
+      "Search finished, found one page matching the search query.",
+      "Search finished, found ${resultCount} pages matching the search query.",
+      resultCount,
+    ).replace('${resultCount}', resultCount);
+};
+const _displayNextItem = (
+  results,
+  resultCount,
+  searchTerms,
+  highlightTerms,
+) => {
+  // results left, load the summary and display it
+  // this is intended to be dynamic (don't sub resultsCount)
+  if (results.length) {
+    _displayItem(results.pop(), searchTerms, highlightTerms);
+    setTimeout(
+      () => _displayNextItem(results, resultCount, searchTerms, highlightTerms),
+      5
+    );
+  }
+  // search finished, update title and status message
+  else _finishSearch(resultCount);
+};
+// Helper function used by query() to order search results.
+// Each input is an array of [docname, title, anchor, descr, score, filename, kind].
+// Order the results by score (in opposite order of appearance, since the
+// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically.
+const _orderResultsByScoreThenName = (a, b) => {
+  const leftScore = a[4];
+  const rightScore = b[4];
+  if (leftScore === rightScore) {
+    // same score: sort alphabetically
+    const leftTitle = a[1].toLowerCase();
+    const rightTitle = b[1].toLowerCase();
+    if (leftTitle === rightTitle) return 0;
+    return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
+  }
+  return leftScore > rightScore ? 1 : -1;
+};
+
+/**
+ * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
+ * custom function per language.
+ *
+ * The regular expression works by splitting the string on consecutive characters
+ * that are not Unicode letters, numbers, underscores, or emoji characters.
+ * This is the same as ``\W+`` in Python, preserving the surrogate pair area.
+ */
+if (typeof splitQuery === "undefined") {
+  var splitQuery = (query) => query
+      .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
+      .filter(term => term)  // remove remaining empty strings
+}
+
+/**
+ * Search Module
+ */
+const Search = {
+  _index: null,
+  _queued_query: null,
+  _pulse_status: -1,
+
+  htmlToText: (htmlString, anchor) => {
+    const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
+    for (const removalQuery of [".headerlink", "script", "style"]) {
+      htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() });
+    }
+    if (anchor) {
+      const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`);
+      if (anchorContent) return anchorContent.textContent;
+
+      console.warn(
+        `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.`
+      );
+    }
+
+    // if anchor not specified or not found, fall back to main content
+    const docContent = htmlElement.querySelector('[role="main"]');
+    if (docContent) return docContent.textContent;
+
+    console.warn(
+      "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template."
+    );
+    return "";
+  },
+
+  init: () => {
+    const query = new URLSearchParams(window.location.search).get("q");
+    document
+      .querySelectorAll('input[name="q"]')
+      .forEach((el) => (el.value = query));
+    if (query) Search.performSearch(query);
+  },
+
+  loadIndex: (url) =>
+    (document.body.appendChild(document.createElement("script")).src = url),
+
+  setIndex: (index) => {
+    Search._index = index;
+    if (Search._queued_query !== null) {
+      const query = Search._queued_query;
+      Search._queued_query = null;
+      Search.query(query);
+    }
+  },
+
+  hasIndex: () => Search._index !== null,
+
+  deferQuery: (query) => (Search._queued_query = query),
+
+  stopPulse: () => (Search._pulse_status = -1),
+
+  startPulse: () => {
+    if (Search._pulse_status >= 0) return;
+
+    const pulse = () => {
+      Search._pulse_status = (Search._pulse_status + 1) % 4;
+      Search.dots.innerText = ".".repeat(Search._pulse_status);
+      if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
+    };
+    pulse();
+  },
+
+  /**
+   * perform a search for something (or wait until index is loaded)
+   */
+  performSearch: (query) => {
+    // create the required interface elements
+    const searchText = document.createElement("h2");
+    searchText.textContent = _("Searching");
+    const searchSummary = document.createElement("p");
+    searchSummary.classList.add("search-summary");
+    searchSummary.innerText = "";
+    const searchList = document.createElement("ul");
+    searchList.setAttribute("role", "list");
+    searchList.classList.add("search");
+
+    const out = document.getElementById("search-results");
+    Search.title = out.appendChild(searchText);
+    Search.dots = Search.title.appendChild(document.createElement("span"));
+    Search.status = out.appendChild(searchSummary);
+    Search.output = out.appendChild(searchList);
+
+    const searchProgress = document.getElementById("search-progress");
+    // Some themes don't use the search progress node
+    if (searchProgress) {
+      searchProgress.innerText = _("Preparing search...");
+    }
+    Search.startPulse();
+
+    // index already loaded, the browser was quick!
+    if (Search.hasIndex()) Search.query(query);
+    else Search.deferQuery(query);
+  },
+
+  _parseQuery: (query) => {
+    // stem the search terms and add them to the correct list
+    const stemmer = new Stemmer();
+    const searchTerms = new Set();
+    const excludedTerms = new Set();
+    const highlightTerms = new Set();
+    const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
+    splitQuery(query.trim()).forEach((queryTerm) => {
+      const queryTermLower = queryTerm.toLowerCase();
+
+      // maybe skip this "word"
+      // stopwords array is from language_data.js
+      if (
+        stopwords.indexOf(queryTermLower) !== -1 ||
+        queryTerm.match(/^\d+$/)
+      )
+        return;
+
+      // stem the word
+      let word = stemmer.stemWord(queryTermLower);
+      // select the correct list
+      if (word[0] === "-") excludedTerms.add(word.substr(1));
+      else {
+        searchTerms.add(word);
+        highlightTerms.add(queryTermLower);
+      }
+    });
+
+    if (SPHINX_HIGHLIGHT_ENABLED) {  // set in sphinx_highlight.js
+      localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" "))
+    }
+
+    // console.debug("SEARCH: searching for:");
+    // console.info("required: ", [...searchTerms]);
+    // console.info("excluded: ", [...excludedTerms]);
+
+    return [query, searchTerms, excludedTerms, highlightTerms, objectTerms];
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // Collect multiple result groups to be sorted separately and then ordered.
+    // Each is an array of [docname, title, anchor, descr, score, filename, kind].
+    const normalResults = [];
+    const nonMainIndexResults = [];
+
+    _removeChildren(document.getElementById("search-progress"));
+
+    const queryLower = query.toLowerCase().trim();
+    for (const [title, foundTitles] of Object.entries(allTitles)) {
+      if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) {
+        for (const [file, id] of foundTitles) {
+          const score = Math.round(Scorer.title * queryLower.length / title.length);
+          const boost = titles[file] === title ? 1 : 0;  // add a boost for document titles
+          normalResults.push([
+            docNames[file],
+            titles[file] !== title ? `${titles[file]} > ${title}` : title,
+            id !== null ? "#" + id : "",
+            null,
+            score + boost,
+            filenames[file],
+            SearchResultKind.title,
+          ]);
+        }
+      }
+    }
+
+    // search for explicit entries in index directives
+    for (const [entry, foundEntries] of Object.entries(indexEntries)) {
+      if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
+        for (const [file, id, isMain] of foundEntries) {
+          const score = Math.round(100 * queryLower.length / entry.length);
+          const result = [
+            docNames[file],
+            titles[file],
+            id ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+            SearchResultKind.index,
+          ];
+          if (isMain) {
+            normalResults.push(result);
+          } else {
+            nonMainIndexResults.push(result);
+          }
+        }
+      }
+    }
+
+    // lookup as object
+    objectTerms.forEach((term) =>
+      normalResults.push(...Search.performObjectSearch(term, objectTerms))
+    );
+
+    // lookup as search terms in fulltext
+    normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms));
+
+    // let the scorer override scores with a custom scoring function
+    if (Scorer.score) {
+      normalResults.forEach((item) => (item[4] = Scorer.score(item)));
+      nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item)));
+    }
+
+    // Sort each group of results by score and then alphabetically by name.
+    normalResults.sort(_orderResultsByScoreThenName);
+    nonMainIndexResults.sort(_orderResultsByScoreThenName);
+
+    // Combine the result groups in (reverse) order.
+    // Non-main index entries are typically arbitrary cross-references,
+    // so display them after other results.
+    let results = [...nonMainIndexResults, ...normalResults];
+
+    // remove duplicate search results
+    // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
+    let seen = new Set();
+    results = results.reverse().reduce((acc, result) => {
+      let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
+      if (!seen.has(resultStr)) {
+        acc.push(result);
+        seen.add(resultStr);
+      }
+      return acc;
+    }, []);
+
+    return results.reverse();
+  },
+
+  query: (query) => {
+    const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query);
+    const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms);
+
+    // for debugging
+    //Search.lastresults = results.slice();  // a copy
+    // console.info("search results:", Search.lastresults);
+
+    // print the results
+    _displayNextItem(results, results.length, searchTerms, highlightTerms);
+  },
+
+  /**
+   * search for object names
+   */
+  performObjectSearch: (object, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const objects = Search._index.objects;
+    const objNames = Search._index.objnames;
+    const titles = Search._index.titles;
+
+    const results = [];
+
+    const objectSearchCallback = (prefix, match) => {
+      const name = match[4]
+      const fullname = (prefix ? prefix + "." : "") + name;
+      const fullnameLower = fullname.toLowerCase();
+      if (fullnameLower.indexOf(object) < 0) return;
+
+      let score = 0;
+      const parts = fullnameLower.split(".");
+
+      // check for different match types: exact matches of full name or
+      // "last name" (i.e. last dotted part)
+      if (fullnameLower === object || parts.slice(-1)[0] === object)
+        score += Scorer.objNameMatch;
+      else if (parts.slice(-1)[0].indexOf(object) > -1)
+        score += Scorer.objPartialMatch; // matches in last name
+
+      const objName = objNames[match[1]][2];
+      const title = titles[match[0]];
+
+      // If more than one term searched for, we require other words to be
+      // found in the name/title/description
+      const otherTerms = new Set(objectTerms);
+      otherTerms.delete(object);
+      if (otherTerms.size > 0) {
+        const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
+        if (
+          [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
+        )
+          return;
+      }
+
+      let anchor = match[3];
+      if (anchor === "") anchor = fullname;
+      else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
+
+      const descr = objName + _(", in ") + title;
+
+      // add custom score for some objects according to scorer
+      if (Scorer.objPrio.hasOwnProperty(match[2]))
+        score += Scorer.objPrio[match[2]];
+      else score += Scorer.objPrioDefault;
+
+      results.push([
+        docNames[match[0]],
+        fullname,
+        "#" + anchor,
+        descr,
+        score,
+        filenames[match[0]],
+        SearchResultKind.object,
+      ]);
+    };
+    Object.keys(objects).forEach((prefix) =>
+      objects[prefix].forEach((array) =>
+        objectSearchCallback(prefix, array)
+      )
+    );
+    return results;
+  },
+
+  /**
+   * search for full-text terms in the index
+   */
+  performTermsSearch: (searchTerms, excludedTerms) => {
+    // prepare search
+    const terms = Search._index.terms;
+    const titleTerms = Search._index.titleterms;
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+
+    const scoreMap = new Map();
+    const fileMap = new Map();
+
+    // perform the search on the required terms
+    searchTerms.forEach((word) => {
+      const files = [];
+      const arr = [
+        { files: terms[word], score: Scorer.term },
+        { files: titleTerms[word], score: Scorer.title },
+      ];
+      // add support for partial matches
+      if (word.length > 2) {
+        const escapedWord = _escapeRegExp(word);
+        if (!terms.hasOwnProperty(word)) {
+          Object.keys(terms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: terms[term], score: Scorer.partialTerm });
+          });
+        }
+        if (!titleTerms.hasOwnProperty(word)) {
+          Object.keys(titleTerms).forEach((term) => {
+            if (term.match(escapedWord))
+              arr.push({ files: titleTerms[term], score: Scorer.partialTitle });
+          });
+        }
+      }
+
+      // no match but word was a required one
+      if (arr.every((record) => record.files === undefined)) return;
+
+      // found search word in contents
+      arr.forEach((record) => {
+        if (record.files === undefined) return;
+
+        let recordFiles = record.files;
+        if (recordFiles.length === undefined) recordFiles = [recordFiles];
+        files.push(...recordFiles);
+
+        // set score for the word in each file
+        recordFiles.forEach((file) => {
+          if (!scoreMap.has(file)) scoreMap.set(file, {});
+          scoreMap.get(file)[word] = record.score;
+        });
+      });
+
+      // create the mapping
+      files.forEach((file) => {
+        if (!fileMap.has(file)) fileMap.set(file, [word]);
+        else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word);
+      });
+    });
+
+    // now check if the files don't contain excluded terms
+    const results = [];
+    for (const [file, wordList] of fileMap) {
+      // check if all requirements are matched
+
+      // as search terms with length < 3 are discarded
+      const filteredTermCount = [...searchTerms].filter(
+        (term) => term.length > 2
+      ).length;
+      if (
+        wordList.length !== searchTerms.size &&
+        wordList.length !== filteredTermCount
+      )
+        continue;
+
+      // ensure that none of the excluded terms is in the search result
+      if (
+        [...excludedTerms].some(
+          (term) =>
+            terms[term] === file ||
+            titleTerms[term] === file ||
+            (terms[term] || []).includes(file) ||
+            (titleTerms[term] || []).includes(file)
+        )
+      )
+        break;
+
+      // select one (max) score for the file.
+      const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
+      // add result to the result list
+      results.push([
+        docNames[file],
+        titles[file],
+        "",
+        null,
+        score,
+        filenames[file],
+        SearchResultKind.text,
+      ]);
+    }
+    return results;
+  },
+
+  /**
+   * helper function to return a node containing the
+   * search summary for a given text. keywords is a list
+   * of stemmed words.
+   */
+  makeSearchSummary: (htmlText, keywords, anchor) => {
+    const text = Search.htmlToText(htmlText, anchor);
+    if (text === "") return null;
+
+    const textLower = text.toLowerCase();
+    const actualStartPosition = [...keywords]
+      .map((k) => textLower.indexOf(k.toLowerCase()))
+      .filter((i) => i > -1)
+      .slice(-1)[0];
+    const startWithContext = Math.max(actualStartPosition - 120, 0);
+
+    const top = startWithContext === 0 ? "" : "...";
+    const tail = startWithContext + 240 < text.length ? "..." : "";
+
+    let summary = document.createElement("p");
+    summary.classList.add("context");
+    summary.textContent = top + text.substr(startWithContext, 240).trim() + tail;
+
+    return summary;
+  },
+};
+
+_ready(Search.init);
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@@ -0,0 +1 @@
+.sd-bg-primary{background-color:var(--sd-color-primary) !important}.sd-bg-text-primary{color:var(--sd-color-primary-text) !important}button.sd-bg-primary:focus,button.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) !important}a.sd-bg-primary:focus,a.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) !important}.sd-bg-secondary{background-color:var(--sd-color-secondary) !important}.sd-bg-text-secondary{color:var(--sd-color-secondary-text) !important}button.sd-bg-secondary:focus,button.sd-bg-secondary:hover{background-color:var(--sd-color-secondary-highlight) !important}a.sd-bg-secondary:focus,a.sd-bg-secondary:hover{background-color:var(--sd-color-secondary-highlight) !important}.sd-bg-success{background-color:var(--sd-color-success) !important}.sd-bg-text-success{color:var(--sd-color-success-text) !important}button.sd-bg-success:focus,button.sd-bg-success:hover{background-color:var(--sd-color-success-highlight) 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0.5rem}.sd-g-xl-2,.sd-gx-xl-2{--sd-gutter-x: 0.5rem}.sd-g-xl-3,.sd-gy-xl-3{--sd-gutter-y: 1rem}.sd-g-xl-3,.sd-gx-xl-3{--sd-gutter-x: 1rem}.sd-g-xl-4,.sd-gy-xl-4{--sd-gutter-y: 1.5rem}.sd-g-xl-4,.sd-gx-xl-4{--sd-gutter-x: 1.5rem}.sd-g-xl-5,.sd-gy-xl-5{--sd-gutter-y: 3rem}.sd-g-xl-5,.sd-gx-xl-5{--sd-gutter-x: 3rem}}.sd-flex-row-reverse{flex-direction:row-reverse !important}details.sd-dropdown{position:relative;font-size:var(--sd-fontsize-dropdown)}details.sd-dropdown:hover{cursor:pointer}details.sd-dropdown .sd-summary-content{cursor:default}details.sd-dropdown summary.sd-summary-title{padding:.5em .6em .5em 1em;font-size:var(--sd-fontsize-dropdown-title);font-weight:var(--sd-fontweight-dropdown-title);user-select:none;-moz-user-select:none;-ms-user-select:none;-webkit-user-select:none;list-style:none;display:inline-flex;justify-content:space-between}details.sd-dropdown summary.sd-summary-title::-webkit-details-marker{display:none}details.sd-dropdown summary.sd-summary-title:focus{outline:none}details.sd-dropdown summary.sd-summary-title .sd-summary-icon{margin-right:.6em;display:inline-flex;align-items:center}details.sd-dropdown summary.sd-summary-title .sd-summary-icon svg{opacity:.8}details.sd-dropdown summary.sd-summary-title .sd-summary-text{flex-grow:1;line-height:1.5;padding-right:.5rem}details.sd-dropdown summary.sd-summary-title .sd-summary-state-marker{pointer-events:none;display:inline-flex;align-items:center}details.sd-dropdown summary.sd-summary-title .sd-summary-state-marker svg{opacity:.6}details.sd-dropdown summary.sd-summary-title:hover .sd-summary-state-marker svg{opacity:1;transform:scale(1.1)}details.sd-dropdown[open] summary .sd-octicon.no-title{visibility:hidden}details.sd-dropdown .sd-summary-chevron-right{transition:.25s}details.sd-dropdown[open]>.sd-summary-title .sd-summary-chevron-right{transform:rotate(90deg)}details.sd-dropdown[open]>.sd-summary-title .sd-summary-chevron-down{transform:rotate(180deg)}details.sd-dropdown:not([open]).sd-card{border:none}details.sd-dropdown:not([open])>.sd-card-header{border:1px solid var(--sd-color-card-border);border-radius:.25rem}details.sd-dropdown.sd-fade-in[open] summary~*{-moz-animation:sd-fade-in .5s ease-in-out;-webkit-animation:sd-fade-in .5s ease-in-out;animation:sd-fade-in .5s ease-in-out}details.sd-dropdown.sd-fade-in-slide-down[open] summary~*{-moz-animation:sd-fade-in .5s ease-in-out,sd-slide-down .5s ease-in-out;-webkit-animation:sd-fade-in .5s ease-in-out,sd-slide-down .5s ease-in-out;animation:sd-fade-in .5s ease-in-out,sd-slide-down .5s ease-in-out}.sd-col>.sd-dropdown{width:100%}.sd-summary-content>.sd-tab-set:first-child{margin-top:0}@keyframes sd-fade-in{0%{opacity:0}100%{opacity:1}}@keyframes sd-slide-down{0%{transform:translate(0, -10px)}100%{transform:translate(0, 0)}}.sd-tab-set{border-radius:.125rem;display:flex;flex-wrap:wrap;margin:1em 0;position:relative}.sd-tab-set>input{opacity:0;position:absolute}.sd-tab-set>input:checked+label{border-color:var(--sd-color-tabs-underline-active);color:var(--sd-color-tabs-label-active)}.sd-tab-set>input:checked+label+.sd-tab-content{display:block}.sd-tab-set>input:not(:checked)+label:hover{color:var(--sd-color-tabs-label-hover);border-color:var(--sd-color-tabs-underline-hover)}.sd-tab-set>input:focus+label{outline-style:auto}.sd-tab-set>input:not(.focus-visible)+label{outline:none;-webkit-tap-highlight-color:transparent}.sd-tab-set>label{border-bottom:.125rem solid transparent;margin-bottom:0;color:var(--sd-color-tabs-label-inactive);border-color:var(--sd-color-tabs-underline-inactive);cursor:pointer;font-size:var(--sd-fontsize-tabs-label);font-weight:700;padding:1em 1.25em .5em;transition:color 250ms;width:auto;z-index:1}html .sd-tab-set>label:hover{color:var(--sd-color-tabs-label-active)}.sd-col>.sd-tab-set{width:100%}.sd-tab-content{box-shadow:0 -0.0625rem var(--sd-color-tabs-overline),0 .0625rem var(--sd-color-tabs-underline);display:none;order:99;padding-bottom:.75rem;padding-top:.75rem;width:100%}.sd-tab-content>:first-child{margin-top:0 !important}.sd-tab-content>:last-child{margin-bottom:0 !important}.sd-tab-content>.sd-tab-set{margin:0}.sd-sphinx-override,.sd-sphinx-override *{-moz-box-sizing:border-box;-webkit-box-sizing:border-box;box-sizing:border-box}.sd-sphinx-override p{margin-top:0}:root{--sd-color-primary: #0071bc;--sd-color-secondary: #6c757d;--sd-color-success: #28a745;--sd-color-info: #17a2b8;--sd-color-warning: #f0b37e;--sd-color-danger: #dc3545;--sd-color-light: #f8f9fa;--sd-color-muted: #6c757d;--sd-color-dark: #212529;--sd-color-black: black;--sd-color-white: white;--sd-color-primary-highlight: #0060a0;--sd-color-secondary-highlight: #5c636a;--sd-color-success-highlight: #228e3b;--sd-color-info-highlight: #148a9c;--sd-color-warning-highlight: #cc986b;--sd-color-danger-highlight: #bb2d3b;--sd-color-light-highlight: #d3d4d5;--sd-color-muted-highlight: #5c636a;--sd-color-dark-highlight: #1c1f23;--sd-color-black-highlight: black;--sd-color-white-highlight: #d9d9d9;--sd-color-primary-bg: rgba(0, 113, 188, 0.2);--sd-color-secondary-bg: rgba(108, 117, 125, 0.2);--sd-color-success-bg: rgba(40, 167, 69, 0.2);--sd-color-info-bg: rgba(23, 162, 184, 0.2);--sd-color-warning-bg: rgba(240, 179, 126, 0.2);--sd-color-danger-bg: rgba(220, 53, 69, 0.2);--sd-color-light-bg: rgba(248, 249, 250, 0.2);--sd-color-muted-bg: rgba(108, 117, 125, 0.2);--sd-color-dark-bg: rgba(33, 37, 41, 0.2);--sd-color-black-bg: rgba(0, 0, 0, 0.2);--sd-color-white-bg: rgba(255, 255, 255, 0.2);--sd-color-primary-text: #fff;--sd-color-secondary-text: #fff;--sd-color-success-text: #fff;--sd-color-info-text: #fff;--sd-color-warning-text: #212529;--sd-color-danger-text: #fff;--sd-color-light-text: #212529;--sd-color-muted-text: #fff;--sd-color-dark-text: #fff;--sd-color-black-text: #fff;--sd-color-white-text: #212529;--sd-color-shadow: rgba(0, 0, 0, 0.15);--sd-color-card-border: rgba(0, 0, 0, 0.125);--sd-color-card-border-hover: hsla(231, 99%, 66%, 1);--sd-color-card-background: transparent;--sd-color-card-text: inherit;--sd-color-card-header: transparent;--sd-color-card-footer: transparent;--sd-color-tabs-label-active: hsla(231, 99%, 66%, 1);--sd-color-tabs-label-hover: hsla(231, 99%, 66%, 1);--sd-color-tabs-label-inactive: hsl(0, 0%, 66%);--sd-color-tabs-underline-active: hsla(231, 99%, 66%, 1);--sd-color-tabs-underline-hover: rgba(178, 206, 245, 0.62);--sd-color-tabs-underline-inactive: transparent;--sd-color-tabs-overline: rgb(222, 222, 222);--sd-color-tabs-underline: rgb(222, 222, 222);--sd-fontsize-tabs-label: 1rem;--sd-fontsize-dropdown: inherit;--sd-fontsize-dropdown-title: 1rem;--sd-fontweight-dropdown-title: 700}
diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js
new file mode 100644
index 00000000..8a96c69a
--- /dev/null
+++ b/_static/sphinx_highlight.js
@@ -0,0 +1,154 @@
+/* Highlighting utilities for Sphinx HTML documentation. */
+"use strict";
+
+const SPHINX_HIGHLIGHT_ENABLED = true
+
+/**
+ * highlight a given string on a node by wrapping it in
+ * span elements with the given class name.
+ */
+const _highlight = (node, addItems, text, className) => {
+  if (node.nodeType === Node.TEXT_NODE) {
+    const val = node.nodeValue;
+    const parent = node.parentNode;
+    const pos = val.toLowerCase().indexOf(text);
+    if (
+      pos >= 0 &&
+      !parent.classList.contains(className) &&
+      !parent.classList.contains("nohighlight")
+    ) {
+      let span;
+
+      const closestNode = parent.closest("body, svg, foreignObject");
+      const isInSVG = closestNode && closestNode.matches("svg");
+      if (isInSVG) {
+        span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+      } else {
+        span = document.createElement("span");
+        span.classList.add(className);
+      }
+
+      span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+      const rest = document.createTextNode(val.substr(pos + text.length));
+      parent.insertBefore(
+        span,
+        parent.insertBefore(
+          rest,
+          node.nextSibling
+        )
+      );
+      node.nodeValue = val.substr(0, pos);
+      /* There may be more occurrences of search term in this node. So call this
+       * function recursively on the remaining fragment.
+       */
+      _highlight(rest, addItems, text, className);
+
+      if (isInSVG) {
+        const rect = document.createElementNS(
+          "http://www.w3.org/2000/svg",
+          "rect"
+        );
+        const bbox = parent.getBBox();
+        rect.x.baseVal.value = bbox.x;
+        rect.y.baseVal.value = bbox.y;
+        rect.width.baseVal.value = bbox.width;
+        rect.height.baseVal.value = bbox.height;
+        rect.setAttribute("class", className);
+        addItems.push({ parent: parent, target: rect });
+      }
+    }
+  } else if (node.matches && !node.matches("button, select, textarea")) {
+    node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
+  }
+};
+const _highlightText = (thisNode, text, className) => {
+  let addItems = [];
+  _highlight(thisNode, addItems, text, className);
+  addItems.forEach((obj) =>
+    obj.parent.insertAdjacentElement("beforebegin", obj.target)
+  );
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const SphinxHighlight = {
+
+  /**
+   * highlight the search words provided in localstorage in the text
+   */
+  highlightSearchWords: () => {
+    if (!SPHINX_HIGHLIGHT_ENABLED) return;  // bail if no highlight
+
+    // get and clear terms from localstorage
+    const url = new URL(window.location);
+    const highlight =
+        localStorage.getItem("sphinx_highlight_terms")
+        || url.searchParams.get("highlight")
+        || "";
+    localStorage.removeItem("sphinx_highlight_terms")
+    url.searchParams.delete("highlight");
+    window.history.replaceState({}, "", url);
+
+    // get individual terms from highlight string
+    const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
+    if (terms.length === 0) return; // nothing to do
+
+    // There should never be more than one element matching "div.body"
+    const divBody = document.querySelectorAll("div.body");
+    const body = divBody.length ? divBody[0] : document.querySelector("body");
+    window.setTimeout(() => {
+      terms.forEach((term) => _highlightText(body, term, "highlighted"));
+    }, 10);
+
+    const searchBox = document.getElementById("searchbox");
+    if (searchBox === null) return;
+    searchBox.appendChild(
+      document
+        .createRange()
+        .createContextualFragment(
+          '<p class="highlight-link">' +
+            '<a href="javascript:SphinxHighlight.hideSearchWords()">' +
+            _("Hide Search Matches") +
+            "</a></p>"
+        )
+    );
+  },
+
+  /**
+   * helper function to hide the search marks again
+   */
+  hideSearchWords: () => {
+    document
+      .querySelectorAll("#searchbox .highlight-link")
+      .forEach((el) => el.remove());
+    document
+      .querySelectorAll("span.highlighted")
+      .forEach((el) => el.classList.remove("highlighted"));
+    localStorage.removeItem("sphinx_highlight_terms")
+  },
+
+  initEscapeListener: () => {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return;
+      if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) {
+        SphinxHighlight.hideSearchWords();
+        event.preventDefault();
+      }
+    });
+  },
+};
+
+_ready(() => {
+  /* Do not call highlightSearchWords() when we are on the search page.
+   * It will highlight words from the *previous* search query.
+   */
+  if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords();
+  SphinxHighlight.initEscapeListener();
+});
diff --git a/_static/styles/bootstrap.css b/_static/styles/bootstrap.css
new file mode 100644
index 00000000..5ac709fc
--- /dev/null
+++ b/_static/styles/bootstrap.css
@@ -0,0 +1,6 @@
+/*!
+ * Bootstrap  v5.3.3 (https://getbootstrap.com/)
+ * Copyright 2011-2024 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root,[data-bs-theme=light]{--bs-blue:#0d6efd;--bs-indigo:#6610f2;--bs-purple:#6f42c1;--bs-pink:#d63384;--bs-red:#dc3545;--bs-orange:#fd7e14;--bs-yellow:#ffc107;--bs-green:#198754;--bs-teal:#20c997;--bs-cyan:#0dcaf0;--bs-black:#000;--bs-white:#fff;--bs-gray:#6c757d;--bs-gray-dark:#343a40;--bs-gray-100:#f8f9fa;--bs-gray-200:#e9ecef;--bs-gray-300:#dee2e6;--bs-gray-400:#ced4da;--bs-gray-500:#adb5bd;--bs-gray-600:#6c757d;--bs-gray-700:#495057;--bs-gray-800:#343a40;--bs-gray-900:#212529;--bs-primary:#0d6efd;--bs-secondary:#6c757d;--bs-success:#198754;--bs-info:#0dcaf0;--bs-warning:#ffc107;--bs-danger:#dc3545;--bs-light:#f8f9fa;--bs-dark:#212529;--bs-primary-rgb:13,110,253;--bs-secondary-rgb:108,117,125;--bs-success-rgb:25,135,84;--bs-info-rgb:13,202,240;--bs-warning-rgb:255,193,7;--bs-danger-rgb:220,53,69;--bs-light-rgb:248,249,250;--bs-dark-rgb:33,37,41;--bs-primary-text-emphasis:#052c65;--bs-secondary-text-emphasis:#2b2f32;--bs-success-text-emphasis:#0a3622;--bs-info-text-emphasis:#055160;--bs-warning-text-emphasis:#664d03;--bs-danger-text-emphasis:#58151c;--bs-light-text-emphasis:#495057;--bs-dark-text-emphasis:#495057;--bs-primary-bg-subtle:#cfe2ff;--bs-secondary-bg-subtle:#e2e3e5;--bs-success-bg-subtle:#d1e7dd;--bs-info-bg-subtle:#cff4fc;--bs-warning-bg-subtle:#fff3cd;--bs-danger-bg-subtle:#f8d7da;--bs-light-bg-subtle:#fcfcfd;--bs-dark-bg-subtle:#ced4da;--bs-primary-border-subtle:#9ec5fe;--bs-secondary-border-subtle:#c4c8cb;--bs-success-border-subtle:#a3cfbb;--bs-info-border-subtle:#9eeaf9;--bs-warning-border-subtle:#ffe69c;--bs-danger-border-subtle:#f1aeb5;--bs-light-border-subtle:#e9ecef;--bs-dark-border-subtle:#adb5bd;--bs-white-rgb:255,255,255;--bs-black-rgb:0,0,0;--bs-font-sans-serif:system-ui,-apple-system,"Segoe UI",Roboto,"Helvetica Neue","Noto Sans","Liberation Sans",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--bs-font-monospace:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier 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.offcanvas{background-color:transparent!important;border:0!important;flex-grow:1;height:auto!important;position:static;transform:none!important;transition:none;visibility:visible!important;width:auto!important;z-index:auto}.navbar-expand-md .offcanvas .offcanvas-header{display:none}.navbar-expand-md .offcanvas .offcanvas-body{display:flex;flex-grow:0;overflow-y:visible;padding:0}}@media(min-width:960px){.navbar-expand-lg{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-left:var(--bs-navbar-nav-link-padding-x);padding-right:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex!important;flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{background-color:transparent!important;border:0!important;flex-grow:1;height:auto!important;position:static;transform:none!important;transition:none;visibility:visible!important;width:auto!important;z-index:auto}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas .offcanvas-body{display:flex;flex-grow:0;overflow-y:visible;padding:0}}@media(min-width:1200px){.navbar-expand-xl{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand-xl .navbar-nav{flex-direction:row}.navbar-expand-xl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xl .navbar-nav .nav-link{padding-left:var(--bs-navbar-nav-link-padding-x);padding-right:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xl .navbar-nav-scroll{overflow:visible}.navbar-expand-xl .navbar-collapse{display:flex!important;flex-basis:auto}.navbar-expand-xl .navbar-toggler{display:none}.navbar-expand-xl 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.offcanvas{background-color:transparent!important;border:0!important;flex-grow:1;height:auto!important;position:static;transform:none!important;transition:none;visibility:visible!important;width:auto!important;z-index:auto}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;flex-grow:0;overflow-y:visible;padding:0}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color:hsla(0,0%,100%,.55);--bs-navbar-hover-color:hsla(0,0%,100%,.75);--bs-navbar-disabled-color:hsla(0,0%,100%,.25);--bs-navbar-active-color:#fff;--bs-navbar-brand-color:#fff;--bs-navbar-brand-hover-color:#fff;--bs-navbar-toggler-border-color:hsla(0,0%,100%,.1)}.navbar-dark,.navbar[data-bs-theme=dark],[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3E%3Cpath stroke='rgba(255, 255, 255, 0.55)' stroke-linecap='round' stroke-miterlimit='10' 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var(--bs-accordion-border-color);color:var(--bs-accordion-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type>.accordion-header .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-left-radius:var(--bs-accordion-border-radius);border-bottom-right-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type>.accordion-header 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16 16' fill='%236ea8fe'%3E%3Cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3E%3C/svg%3E");--bs-accordion-btn-active-icon:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3E%3Cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3E%3C/svg%3E")}.breadcrumb{--bs-breadcrumb-padding-x:0;--bs-breadcrumb-padding-y:0;--bs-breadcrumb-margin-bottom:1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color:var(--bs-secondary-color);--bs-breadcrumb-item-padding-x:0.5rem;--bs-breadcrumb-item-active-color:var(--bs-secondary-color);background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius);display:flex;flex-wrap:wrap;font-size:var(--bs-breadcrumb-font-size);list-style:none;margin-bottom:var(--bs-breadcrumb-margin-bottom);padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item:before{color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider,"/");float:left;padding-right:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.1875rem var(--pst-color-accent);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:var(--bs-secondary-color);--bs-pagination-disabled-bg:var(--bs-secondary-bg);--bs-pagination-disabled-border-color:var(--bs-border-color);display:flex;list-style:none;padding-left:0}.page-link{background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);color:var(--bs-pagination-color);display:block;font-size:var(--bs-pagination-font-size);padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);position:relative;text-decoration:none;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion:reduce){.page-link{transition:none}}.page-link:hover{background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color);color:var(--bs-pagination-hover-color);z-index:2}.page-link:focus{background-color:var(--bs-pagination-focus-bg);box-shadow:var(--bs-pagination-focus-box-shadow);color:var(--bs-pagination-focus-color);outline:0;z-index:3}.active>.page-link,.page-link.active{background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color);color:var(--bs-pagination-active-color);z-index:3}.disabled>.page-link,.page-link.disabled{background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color);color:var(--bs-pagination-disabled-color);pointer-events:none}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width)*-1)}.page-item:first-child .page-link{border-bottom-left-radius:var(--bs-pagination-border-radius);border-top-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-bottom-right-radius:var(--bs-pagination-border-radius);border-top-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x:1.5rem;--bs-pagination-padding-y:0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius:var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x:0.5rem;--bs-pagination-padding-y:0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius:var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x:0.65em;--bs-badge-padding-y:0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight:700;--bs-badge-color:#fff;--bs-badge-border-radius:var(--bs-border-radius);border-radius:var(--bs-badge-border-radius);color:var(--bs-badge-color);display:inline-block;font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);text-align:center;vertical-align:baseline;white-space:nowrap}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius:var(--bs-border-radius);--bs-alert-link-color:inherit;background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius);color:var(--bs-alert-color);margin-bottom:var(--bs-alert-margin-bottom);padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);position:relative}.alert-heading{color:inherit}.alert-link{color:var(--bs-alert-link-color);font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{padding:1.25rem 1rem;position:absolute;right:0;top:0;z-index:2}.alert-primary{--bs-alert-color:var(--bs-primary-text-emphasis);--bs-alert-bg:var(--bs-primary-bg-subtle);--bs-alert-border-color:var(--bs-primary-border-subtle);--bs-alert-link-color:var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color:var(--bs-secondary-text-emphasis);--bs-alert-bg:var(--bs-secondary-bg-subtle);--bs-alert-border-color:var(--bs-secondary-border-subtle);--bs-alert-link-color:var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color:var(--bs-success-text-emphasis);--bs-alert-bg:var(--bs-success-bg-subtle);--bs-alert-border-color:var(--bs-success-border-subtle);--bs-alert-link-color:var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color:var(--bs-info-text-emphasis);--bs-alert-bg:var(--bs-info-bg-subtle);--bs-alert-border-color:var(--bs-info-border-subtle);--bs-alert-link-color:var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color:var(--bs-warning-text-emphasis);--bs-alert-bg:var(--bs-warning-bg-subtle);--bs-alert-border-color:var(--bs-warning-border-subtle);--bs-alert-link-color:var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color:var(--bs-danger-text-emphasis);--bs-alert-bg:var(--bs-danger-bg-subtle);--bs-alert-border-color:var(--bs-danger-border-subtle);--bs-alert-link-color:var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color:var(--bs-light-text-emphasis);--bs-alert-bg:var(--bs-light-bg-subtle);--bs-alert-border-color:var(--bs-light-border-subtle);--bs-alert-link-color:var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color:var(--bs-dark-text-emphasis);--bs-alert-bg:var(--bs-dark-bg-subtle);--bs-alert-border-color:var(--bs-dark-border-subtle);--bs-alert-link-color:var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height:1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg:var(--bs-secondary-bg);--bs-progress-border-radius:var(--bs-border-radius);--bs-progress-box-shadow:var(--bs-box-shadow-inset);--bs-progress-bar-color:#fff;--bs-progress-bar-bg:#0d6efd;--bs-progress-bar-transition:width 0.6s ease;background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius);display:flex;font-size:var(--bs-progress-font-size);height:var(--bs-progress-height);overflow:hidden}.progress-bar{background-color:var(--bs-progress-bar-bg);color:var(--bs-progress-bar-color);display:flex;flex-direction:column;justify-content:center;overflow:hidden;text-align:center;transition:var(--bs-progress-bar-transition);white-space:nowrap}@media(prefers-reduced-motion:reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg,hsla(0,0%,100%,.15) 25%,transparent 0,transparent 50%,hsla(0,0%,100%,.15) 0,hsla(0,0%,100%,.15) 75%,transparent 0,transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:progress-bar-stripes 1s linear infinite}@media(prefers-reduced-motion:reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color:var(--bs-body-color);--bs-list-group-bg:var(--bs-body-bg);--bs-list-group-border-color:var(--bs-border-color);--bs-list-group-border-width:var(--bs-border-width);--bs-list-group-border-radius:var(--bs-border-radius);--bs-list-group-item-padding-x:1rem;--bs-list-group-item-padding-y:0.5rem;--bs-list-group-action-color:var(--bs-secondary-color);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-tertiary-bg);--bs-list-group-action-active-color:var(--bs-body-color);--bs-list-group-action-active-bg:var(--bs-secondary-bg);--bs-list-group-disabled-color:var(--bs-secondary-color);--bs-list-group-disabled-bg:var(--bs-body-bg);--bs-list-group-active-color:#fff;--bs-list-group-active-bg:#0d6efd;--bs-list-group-active-border-color:#0d6efd;border-radius:var(--bs-list-group-border-radius);display:flex;flex-direction:column;margin-bottom:0;padding-left:0}.list-group-numbered{counter-reset:section;list-style-type:none}.list-group-numbered>.list-group-item:before{content:counters(section,".") ". ";counter-increment:section}.list-group-item-action{color:var(--bs-list-group-action-color);text-align:inherit;width:100%}.list-group-item-action:focus,.list-group-item-action:hover{background-color:var(--bs-list-group-action-hover-bg);color:var(--bs-list-group-action-hover-color);text-decoration:none;z-index:1}.list-group-item-action:active{background-color:var(--bs-list-group-action-active-bg);color:var(--bs-list-group-action-active-color)}.list-group-item{background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color);color:var(--bs-list-group-color);display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);position:relative;text-decoration:none}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-left-radius:inherit;border-bottom-right-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{background-color:var(--bs-list-group-disabled-bg);color:var(--bs-list-group-disabled-color);pointer-events:none}.list-group-item.active{background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color);color:var(--bs-list-group-active-color);z-index:2}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{border-top-width:var(--bs-list-group-border-width);margin-top:calc(var(--bs-list-group-border-width)*-1)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}@media(min-width:540px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media(min-width:720px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-md>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media(min-width:960px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media(min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3E%3Cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3E%3C/svg%3E");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.1875rem var(--pst-color-accent);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;box-sizing:content-box;height:1em;opacity:var(--bs-btn-close-opacity);padding:.25em;width:1em}.btn-close,.btn-close:hover{color:var(--bs-btn-close-color)}.btn-close:hover{opacity:var(--bs-btn-close-hover-opacity);text-decoration:none}.btn-close:focus{box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity);outline:0}.btn-close.disabled,.btn-close:disabled{opacity:var(--bs-btn-close-disabled-opacity);pointer-events:none;user-select:none}.btn-close-white,[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb),0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb),0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);background-clip:padding-box;background-color:var(--bs-toast-bg);border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);border-radius:var(--bs-toast-border-radius);box-shadow:var(--bs-toast-box-shadow);color:var(--bs-toast-color);font-size:var(--bs-toast-font-size);max-width:100%;pointer-events:auto;width:var(--bs-toast-max-width)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;max-width:100%;pointer-events:none;position:absolute;width:max-content;z-index:var(--bs-toast-zindex)}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{align-items:center;background-clip:padding-box;background-color:var(--bs-toast-header-bg);border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));color:var(--bs-toast-header-color);display:flex;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x)}.toast-header .btn-close{margin-left:var(--bs-toast-padding-x);margin-right:calc(var(--bs-toast-padding-x)*-.5)}.toast-body{word-wrap:break-word;padding:var(--bs-toast-padding-x)}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - var(--bs-border-width));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);display:none;height:100%;left:0;outline:0;overflow-x:hidden;overflow-y:auto;position:fixed;top:0;width:100%;z-index:var(--bs-modal-zindex)}.modal-dialog{margin:var(--bs-modal-margin);pointer-events:none;position:relative;width:auto}.modal.fade .modal-dialog{transform:translateY(-50px);transition:transform .3s ease-out}@media(prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{align-items:center;display:flex;min-height:calc(100% - 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0)}.dropdown-item:hover,.dropdown-item:focus{color:var(--bs-dropdown-link-hover-color);background-color:var(--bs-dropdown-link-hover-bg)}.dropdown-item.active,.dropdown-item:active{color:var(--bs-dropdown-link-active-color);text-decoration:none;background-color:var(--bs-dropdown-link-active-bg)}.dropdown-item.disabled,.dropdown-item:disabled{color:var(--bs-dropdown-link-disabled-color);pointer-events:none;background-color:rgba(0,0,0,0)}.dropdown-menu.show{display:block}.dropdown-header{display:block;padding:var(--bs-dropdown-header-padding-y) var(--bs-dropdown-header-padding-x);margin-bottom:0;font-size:0.875rem;color:var(--bs-dropdown-header-color);white-space:nowrap}.dropdown-item-text{display:block;padding:var(--bs-dropdown-item-padding-y) var(--bs-dropdown-item-padding-x);color:var(--bs-dropdown-link-color)}.dropdown-menu-dark{--bs-dropdown-color: #dee2e6;--bs-dropdown-bg: #343a40;--bs-dropdown-border-color: var(--bs-border-color-translucent);--bs-dropdown-box-shadow: ;--bs-dropdown-link-color: #dee2e6;--bs-dropdown-link-hover-color: #fff;--bs-dropdown-divider-bg: var(--bs-border-color-translucent);--bs-dropdown-link-hover-bg: var(--pst-color-surface);--bs-dropdown-link-active-color: #fff;--bs-dropdown-link-active-bg: var(--pst-color-surface);--bs-dropdown-link-disabled-color: #adb5bd;--bs-dropdown-header-color: #adb5bd}.btn-group,.btn-group-vertical{position:relative;display:inline-flex;vertical-align:middle}.btn-group>.btn,.btn-group-vertical>.btn{position:relative;flex:1 1 auto}.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn:hover,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn.active{z-index:1}.btn-toolbar{display:flex;flex-wrap:wrap;justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group{border-radius:var(--bs-border-radius)}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(var(--bs-border-width)*-1)}.btn-group>.btn:not(:last-child):not(.dropdown-toggle),.btn-group>.btn.dropdown-toggle-split:first-child,.btn-group>.btn-group:not(:last-child)>.btn{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:nth-child(n+3),.btn-group>:not(.btn-check)+.btn,.btn-group>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-bottom-left-radius:0}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart .dropdown-toggle-split::before{margin-right:0}.btn-sm+.dropdown-toggle-split,.btn-group-sm>.btn+.dropdown-toggle-split{padding-right:.375rem;padding-left:.375rem}.btn-lg+.dropdown-toggle-split,.btn-group-lg>.btn+.dropdown-toggle-split{padding-right:.75rem;padding-left:.75rem}.btn-group-vertical{flex-direction:column;align-items:flex-start;justify-content:center}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group{width:100%}.btn-group-vertical>.btn:not(:first-child),.btn-group-vertical>.btn-group:not(:first-child){margin-top:calc(var(--bs-border-width)*-1)}.btn-group-vertical>.btn:not(:last-child):not(.dropdown-toggle),.btn-group-vertical>.btn-group:not(:last-child)>.btn{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn~.btn,.btn-group-vertical>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-top-right-radius:0}.nav{--bs-nav-link-padding-x: 1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: 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1.25rem;--bs-navbar-brand-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-brand-hover-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-nav-link-padding-x: 0.5rem;--bs-navbar-toggler-padding-y: 0.25rem;--bs-navbar-toggler-padding-x: 0.75rem;--bs-navbar-toggler-font-size: 1.25rem;--bs-navbar-toggler-icon-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%2833, 37, 41, 0.75%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e\");--bs-navbar-toggler-border-color: rgba(var(--bs-emphasis-color-rgb), 0.15);--bs-navbar-toggler-border-radius: var(--bs-border-radius);--bs-navbar-toggler-focus-width: 0.1875rem;--bs-navbar-toggler-transition: box-shadow 0.15s ease-in-out;position:relative;display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;padding:var(--bs-navbar-padding-y) 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.offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: rgba(255, 255, 255, 0.55);--bs-navbar-hover-color: rgba(255, 255, 255, 0.75);--bs-navbar-disabled-color: rgba(255, 255, 255, 0.25);--bs-navbar-active-color: #fff;--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: #fff;--bs-navbar-toggler-border-color: rgba(255, 255, 255, 0.1);--bs-navbar-toggler-icon-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e\")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e\")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: var(--bs-border-width);--bs-card-border-color: var(--bs-border-color-translucent);--bs-card-border-radius: var(--bs-border-radius);--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(var(--bs-body-color-rgb), 0.03);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: var(--bs-body-bg);--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 540px){.card-group{display:flex;flex-flow:row wrap}.card-group>.card{flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: var(--bs-body-color);--bs-accordion-bg: var(--bs-body-bg);--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: var(--bs-border-width);--bs-accordion-border-radius: var(--bs-border-radius);--bs-accordion-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: var(--bs-body-color);--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='%23212529' stroke-linecap='round' stroke-linejoin='round'%3e%3cpath d='M2 5L8 11L14 5'/%3e%3c/svg%3e\");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='%23052c65' stroke-linecap='round' stroke-linejoin='round'%3e%3cpath d='M2 5L8 11L14 5'/%3e%3c/svg%3e\");--bs-accordion-btn-focus-box-shadow: 0 0 0 0.1875rem var(--pst-color-accent);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: var(--bs-primary-text-emphasis);--bs-accordion-active-bg: var(--bs-primary-bg-subtle)}.accordion-button{position:relative;display:flex;align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:\"\";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type>.accordion-header .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type>.accordion-header .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type>.accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush>.accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush>.accordion-item:first-child{border-top:0}.accordion-flush>.accordion-item:last-child{border-bottom:0}.accordion-flush>.accordion-item>.accordion-header .accordion-button,.accordion-flush>.accordion-item>.accordion-header .accordion-button.collapsed{border-radius:0}.accordion-flush>.accordion-item>.accordion-collapse{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e\");--bs-accordion-btn-active-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e\")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, \"/\") /* rtl: var(--bs-breadcrumb-divider, \"/\") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 0.1875rem var(--pst-color-accent);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width)*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: 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var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 540px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 720px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 960px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e\");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.1875rem var(--pst-color-accent);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width: var(--bs-border-width);--bs-toast-border-color: var(--bs-border-color-translucent);--bs-toast-border-radius: var(--bs-border-radius);--bs-toast-box-shadow: var(--bs-box-shadow);--bs-toast-header-color: var(--bs-secondary-color);--bs-toast-header-bg: rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color: var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: var(--bs-body-bg);--bs-modal-border-color: var(--bs-border-color-translucent);--bs-modal-border-width: var(--bs-border-width);--bs-modal-border-radius: var(--bs-border-radius-lg);--bs-modal-box-shadow: var(--bs-box-shadow-sm);--bs-modal-inner-border-radius: calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: var(--bs-border-color);--bs-modal-header-border-width: var(--bs-border-width);--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: var(--bs-border-color);--bs-modal-footer-border-width: var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static 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0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;flex-shrink:0;align-items:center;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;flex-shrink:0;flex-wrap:wrap;align-items:center;justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap)*.5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color);border-bottom-right-radius:var(--bs-modal-inner-border-radius);border-bottom-left-radius:var(--bs-modal-inner-border-radius)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 540px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: var(--bs-box-shadow)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width: 300px}}@media(min-width: 960px){.modal-lg,.modal-xl{--bs-modal-width: 800px}}@media(min-width: 1200px){.modal-xl{--bs-modal-width: 1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen 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!important}.p-lg-5{padding:3rem !important}.px-lg-0{padding-right:0 !important;padding-left:0 !important}.px-lg-1{padding-right:.25rem !important;padding-left:.25rem !important}.px-lg-2{padding-right:.5rem !important;padding-left:.5rem !important}.px-lg-3{padding-right:1rem !important;padding-left:1rem !important}.px-lg-4{padding-right:1.5rem !important;padding-left:1.5rem !important}.px-lg-5{padding-right:3rem !important;padding-left:3rem !important}.py-lg-0{padding-top:0 !important;padding-bottom:0 !important}.py-lg-1{padding-top:.25rem !important;padding-bottom:.25rem !important}.py-lg-2{padding-top:.5rem !important;padding-bottom:.5rem !important}.py-lg-3{padding-top:1rem !important;padding-bottom:1rem !important}.py-lg-4{padding-top:1.5rem !important;padding-bottom:1.5rem !important}.py-lg-5{padding-top:3rem !important;padding-bottom:3rem !important}.pt-lg-0{padding-top:0 !important}.pt-lg-1{padding-top:.25rem !important}.pt-lg-2{padding-top:.5rem !important}.pt-lg-3{padding-top:1rem !important}.pt-lg-4{padding-top:1.5rem !important}.pt-lg-5{padding-top:3rem !important}.pe-lg-0{padding-right:0 !important}.pe-lg-1{padding-right:.25rem !important}.pe-lg-2{padding-right:.5rem !important}.pe-lg-3{padding-right:1rem !important}.pe-lg-4{padding-right:1.5rem !important}.pe-lg-5{padding-right:3rem !important}.pb-lg-0{padding-bottom:0 !important}.pb-lg-1{padding-bottom:.25rem !important}.pb-lg-2{padding-bottom:.5rem !important}.pb-lg-3{padding-bottom:1rem !important}.pb-lg-4{padding-bottom:1.5rem !important}.pb-lg-5{padding-bottom:3rem !important}.ps-lg-0{padding-left:0 !important}.ps-lg-1{padding-left:.25rem !important}.ps-lg-2{padding-left:.5rem !important}.ps-lg-3{padding-left:1rem !important}.ps-lg-4{padding-left:1.5rem !important}.ps-lg-5{padding-left:3rem !important}.gap-lg-0{gap:0 !important}.gap-lg-1{gap:.25rem !important}.gap-lg-2{gap:.5rem !important}.gap-lg-3{gap:1rem !important}.gap-lg-4{gap:1.5rem !important}.gap-lg-5{gap:3rem !important}.row-gap-lg-0{row-gap:0 !important}.row-gap-lg-1{row-gap:.25rem !important}.row-gap-lg-2{row-gap:.5rem !important}.row-gap-lg-3{row-gap:1rem !important}.row-gap-lg-4{row-gap:1.5rem !important}.row-gap-lg-5{row-gap:3rem !important}.column-gap-lg-0{column-gap:0 !important}.column-gap-lg-1{column-gap:.25rem !important}.column-gap-lg-2{column-gap:.5rem !important}.column-gap-lg-3{column-gap:1rem !important}.column-gap-lg-4{column-gap:1.5rem !important}.column-gap-lg-5{column-gap:3rem !important}.text-lg-start{text-align:left !important}.text-lg-end{text-align:right !important}.text-lg-center{text-align:center !important}}@media(min-width: 1200px){.float-xl-start{float:left !important}.float-xl-end{float:right !important}.float-xl-none{float:none !important}.object-fit-xl-contain{object-fit:contain !important}.object-fit-xl-cover{object-fit:cover !important}.object-fit-xl-fill{object-fit:fill !important}.object-fit-xl-scale{object-fit:scale-down !important}.object-fit-xl-none{object-fit:none !important}.d-xl-inline{display:inline !important}.d-xl-inline-block{display:inline-block !important}.d-xl-block{display:block !important}.d-xl-grid{display:grid !important}.d-xl-inline-grid{display:inline-grid !important}.d-xl-table{display:table !important}.d-xl-table-row{display:table-row !important}.d-xl-table-cell{display:table-cell !important}.d-xl-flex{display:flex !important}.d-xl-inline-flex{display:inline-flex !important}.d-xl-none{display:none !important}.flex-xl-fill{flex:1 1 auto !important}.flex-xl-row{flex-direction:row !important}.flex-xl-column{flex-direction:column !important}.flex-xl-row-reverse{flex-direction:row-reverse !important}.flex-xl-column-reverse{flex-direction:column-reverse !important}.flex-xl-grow-0{flex-grow:0 !important}.flex-xl-grow-1{flex-grow:1 !important}.flex-xl-shrink-0{flex-shrink:0 !important}.flex-xl-shrink-1{flex-shrink:1 !important}.flex-xl-wrap{flex-wrap:wrap !important}.flex-xl-nowrap{flex-wrap:nowrap !important}.flex-xl-wrap-reverse{flex-wrap:wrap-reverse !important}.justify-content-xl-start{justify-content:flex-start !important}.justify-content-xl-end{justify-content:flex-end !important}.justify-content-xl-center{justify-content:center !important}.justify-content-xl-between{justify-content:space-between !important}.justify-content-xl-around{justify-content:space-around !important}.justify-content-xl-evenly{justify-content:space-evenly !important}.align-items-xl-start{align-items:flex-start !important}.align-items-xl-end{align-items:flex-end !important}.align-items-xl-center{align-items:center !important}.align-items-xl-baseline{align-items:baseline !important}.align-items-xl-stretch{align-items:stretch !important}.align-content-xl-start{align-content:flex-start !important}.align-content-xl-end{align-content:flex-end !important}.align-content-xl-center{align-content:center !important}.align-content-xl-between{align-content:space-between !important}.align-content-xl-around{align-content:space-around !important}.align-content-xl-stretch{align-content:stretch !important}.align-self-xl-auto{align-self:auto !important}.align-self-xl-start{align-self:flex-start !important}.align-self-xl-end{align-self:flex-end !important}.align-self-xl-center{align-self:center !important}.align-self-xl-baseline{align-self:baseline !important}.align-self-xl-stretch{align-self:stretch !important}.order-xl-first{order:-1 !important}.order-xl-0{order:0 !important}.order-xl-1{order:1 !important}.order-xl-2{order:2 !important}.order-xl-3{order:3 !important}.order-xl-4{order:4 !important}.order-xl-5{order:5 !important}.order-xl-last{order:6 !important}.m-xl-0{margin:0 !important}.m-xl-1{margin:.25rem !important}.m-xl-2{margin:.5rem !important}.m-xl-3{margin:1rem !important}.m-xl-4{margin:1.5rem !important}.m-xl-5{margin:3rem !important}.m-xl-auto{margin:auto !important}.mx-xl-0{margin-right:0 !important;margin-left:0 !important}.mx-xl-1{margin-right:.25rem !important;margin-left:.25rem !important}.mx-xl-2{margin-right:.5rem !important;margin-left:.5rem !important}.mx-xl-3{margin-right:1rem !important;margin-left:1rem !important}.mx-xl-4{margin-right:1.5rem !important;margin-left:1.5rem !important}.mx-xl-5{margin-right:3rem !important;margin-left:3rem !important}.mx-xl-auto{margin-right:auto !important;margin-left:auto !important}.my-xl-0{margin-top:0 !important;margin-bottom:0 !important}.my-xl-1{margin-top:.25rem !important;margin-bottom:.25rem !important}.my-xl-2{margin-top:.5rem !important;margin-bottom:.5rem !important}.my-xl-3{margin-top:1rem !important;margin-bottom:1rem !important}.my-xl-4{margin-top:1.5rem !important;margin-bottom:1.5rem !important}.my-xl-5{margin-top:3rem !important;margin-bottom:3rem !important}.my-xl-auto{margin-top:auto !important;margin-bottom:auto !important}.mt-xl-0{margin-top:0 !important}.mt-xl-1{margin-top:.25rem !important}.mt-xl-2{margin-top:.5rem !important}.mt-xl-3{margin-top:1rem !important}.mt-xl-4{margin-top:1.5rem !important}.mt-xl-5{margin-top:3rem !important}.mt-xl-auto{margin-top:auto !important}.me-xl-0{margin-right:0 !important}.me-xl-1{margin-right:.25rem !important}.me-xl-2{margin-right:.5rem !important}.me-xl-3{margin-right:1rem !important}.me-xl-4{margin-right:1.5rem !important}.me-xl-5{margin-right:3rem !important}.me-xl-auto{margin-right:auto !important}.mb-xl-0{margin-bottom:0 !important}.mb-xl-1{margin-bottom:.25rem !important}.mb-xl-2{margin-bottom:.5rem !important}.mb-xl-3{margin-bottom:1rem !important}.mb-xl-4{margin-bottom:1.5rem !important}.mb-xl-5{margin-bottom:3rem !important}.mb-xl-auto{margin-bottom:auto !important}.ms-xl-0{margin-left:0 !important}.ms-xl-1{margin-left:.25rem !important}.ms-xl-2{margin-left:.5rem !important}.ms-xl-3{margin-left:1rem !important}.ms-xl-4{margin-left:1.5rem !important}.ms-xl-5{margin-left:3rem !important}.ms-xl-auto{margin-left:auto !important}.p-xl-0{padding:0 !important}.p-xl-1{padding:.25rem !important}.p-xl-2{padding:.5rem !important}.p-xl-3{padding:1rem !important}.p-xl-4{padding:1.5rem !important}.p-xl-5{padding:3rem !important}.px-xl-0{padding-right:0 !important;padding-left:0 !important}.px-xl-1{padding-right:.25rem !important;padding-left:.25rem !important}.px-xl-2{padding-right:.5rem !important;padding-left:.5rem !important}.px-xl-3{padding-right:1rem !important;padding-left:1rem !important}.px-xl-4{padding-right:1.5rem !important;padding-left:1.5rem !important}.px-xl-5{padding-right:3rem !important;padding-left:3rem !important}.py-xl-0{padding-top:0 !important;padding-bottom:0 !important}.py-xl-1{padding-top:.25rem !important;padding-bottom:.25rem !important}.py-xl-2{padding-top:.5rem !important;padding-bottom:.5rem !important}.py-xl-3{padding-top:1rem !important;padding-bottom:1rem !important}.py-xl-4{padding-top:1.5rem !important;padding-bottom:1.5rem !important}.py-xl-5{padding-top:3rem !important;padding-bottom:3rem !important}.pt-xl-0{padding-top:0 !important}.pt-xl-1{padding-top:.25rem !important}.pt-xl-2{padding-top:.5rem !important}.pt-xl-3{padding-top:1rem !important}.pt-xl-4{padding-top:1.5rem !important}.pt-xl-5{padding-top:3rem !important}.pe-xl-0{padding-right:0 !important}.pe-xl-1{padding-right:.25rem !important}.pe-xl-2{padding-right:.5rem !important}.pe-xl-3{padding-right:1rem !important}.pe-xl-4{padding-right:1.5rem !important}.pe-xl-5{padding-right:3rem !important}.pb-xl-0{padding-bottom:0 !important}.pb-xl-1{padding-bottom:.25rem !important}.pb-xl-2{padding-bottom:.5rem !important}.pb-xl-3{padding-bottom:1rem !important}.pb-xl-4{padding-bottom:1.5rem !important}.pb-xl-5{padding-bottom:3rem !important}.ps-xl-0{padding-left:0 !important}.ps-xl-1{padding-left:.25rem !important}.ps-xl-2{padding-left:.5rem !important}.ps-xl-3{padding-left:1rem !important}.ps-xl-4{padding-left:1.5rem !important}.ps-xl-5{padding-left:3rem !important}.gap-xl-0{gap:0 !important}.gap-xl-1{gap:.25rem !important}.gap-xl-2{gap:.5rem !important}.gap-xl-3{gap:1rem !important}.gap-xl-4{gap:1.5rem !important}.gap-xl-5{gap:3rem !important}.row-gap-xl-0{row-gap:0 !important}.row-gap-xl-1{row-gap:.25rem !important}.row-gap-xl-2{row-gap:.5rem !important}.row-gap-xl-3{row-gap:1rem !important}.row-gap-xl-4{row-gap:1.5rem !important}.row-gap-xl-5{row-gap:3rem !important}.column-gap-xl-0{column-gap:0 !important}.column-gap-xl-1{column-gap:.25rem !important}.column-gap-xl-2{column-gap:.5rem !important}.column-gap-xl-3{column-gap:1rem !important}.column-gap-xl-4{column-gap:1.5rem !important}.column-gap-xl-5{column-gap:3rem !important}.text-xl-start{text-align:left !important}.text-xl-end{text-align:right !important}.text-xl-center{text-align:center !important}}@media(min-width: 1200px){.fs-1{font-size:2.5rem !important}.fs-2{font-size:2rem !important}.fs-3{font-size:1.75rem !important}.fs-4{font-size:1.5rem !important}}@media print{.d-print-inline{display:inline !important}.d-print-inline-block{display:inline-block !important}.d-print-block{display:block !important}.d-print-grid{display:grid !important}.d-print-inline-grid{display:inline-grid !important}.d-print-table{display:table !important}.d-print-table-row{display:table-row !important}.d-print-table-cell{display:table-cell !important}.d-print-flex{display:flex !important}.d-print-inline-flex{display:inline-flex !important}.d-print-none{display:none !important}}","@mixin bsBanner($file) {\n  /*!\n   * Bootstrap #{$file} v5.3.3 (https://getbootstrap.com/)\n   * Copyright 2011-2024 The Bootstrap Authors\n   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n   */\n}\n",":root,\n[data-bs-theme=\"light\"] {\n  // Note: Custom variable values only support SassScript inside `#{}`.\n\n  // Colors\n  //\n  // Generate palettes for full colors, grays, and theme colors.\n\n  @each $color, $value in $colors {\n    --#{$prefix}#{$color}: #{$value};\n  }\n\n  @each $color, $value in $grays {\n    --#{$prefix}gray-#{$color}: #{$value};\n  }\n\n  @each $color, $value in $theme-colors {\n    --#{$prefix}#{$color}: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-rgb {\n    --#{$prefix}#{$color}-rgb: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-text {\n    --#{$prefix}#{$color}-text-emphasis: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-bg-subtle {\n    --#{$prefix}#{$color}-bg-subtle: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-border-subtle {\n    --#{$prefix}#{$color}-border-subtle: #{$value};\n  }\n\n  --#{$prefix}white-rgb: #{to-rgb($white)};\n  --#{$prefix}black-rgb: #{to-rgb($black)};\n\n  // Fonts\n\n  // Note: Use `inspect` for lists so that quoted items keep the quotes.\n  // See https://github.com/sass/sass/issues/2383#issuecomment-336349172\n  --#{$prefix}font-sans-serif: #{inspect($font-family-sans-serif)};\n  --#{$prefix}font-monospace: #{inspect($font-family-monospace)};\n  --#{$prefix}gradient: #{$gradient};\n\n  // Root and body\n  // scss-docs-start root-body-variables\n  @if $font-size-root != null {\n    --#{$prefix}root-font-size: #{$font-size-root};\n  }\n  --#{$prefix}body-font-family: #{inspect($font-family-base)};\n  @include rfs($font-size-base, --#{$prefix}body-font-size);\n  --#{$prefix}body-font-weight: #{$font-weight-base};\n  --#{$prefix}body-line-height: #{$line-height-base};\n  @if $body-text-align != null {\n    --#{$prefix}body-text-align: #{$body-text-align};\n  }\n\n  --#{$prefix}body-color: #{$body-color};\n  --#{$prefix}body-color-rgb: #{to-rgb($body-color)};\n  --#{$prefix}body-bg: #{$body-bg};\n  --#{$prefix}body-bg-rgb: #{to-rgb($body-bg)};\n\n  --#{$prefix}emphasis-color: #{$body-emphasis-color};\n  --#{$prefix}emphasis-color-rgb: #{to-rgb($body-emphasis-color)};\n\n  --#{$prefix}secondary-color: #{$body-secondary-color};\n  --#{$prefix}secondary-color-rgb: #{to-rgb($body-secondary-color)};\n  --#{$prefix}secondary-bg: #{$body-secondary-bg};\n  --#{$prefix}secondary-bg-rgb: #{to-rgb($body-secondary-bg)};\n\n  --#{$prefix}tertiary-color: #{$body-tertiary-color};\n  --#{$prefix}tertiary-color-rgb: #{to-rgb($body-tertiary-color)};\n  --#{$prefix}tertiary-bg: #{$body-tertiary-bg};\n  --#{$prefix}tertiary-bg-rgb: #{to-rgb($body-tertiary-bg)};\n  // scss-docs-end root-body-variables\n\n  --#{$prefix}heading-color: #{$headings-color};\n\n  --#{$prefix}link-color: #{$link-color};\n  --#{$prefix}link-color-rgb: #{to-rgb($link-color)};\n  --#{$prefix}link-decoration: #{$link-decoration};\n\n  --#{$prefix}link-hover-color: #{$link-hover-color};\n  --#{$prefix}link-hover-color-rgb: #{to-rgb($link-hover-color)};\n\n  @if $link-hover-decoration != null {\n    --#{$prefix}link-hover-decoration: #{$link-hover-decoration};\n  }\n\n  --#{$prefix}code-color: #{$code-color};\n  --#{$prefix}highlight-color: #{$mark-color};\n  --#{$prefix}highlight-bg: #{$mark-bg};\n\n  // scss-docs-start root-border-var\n  --#{$prefix}border-width: #{$border-width};\n  --#{$prefix}border-style: #{$border-style};\n  --#{$prefix}border-color: #{$border-color};\n  --#{$prefix}border-color-translucent: #{$border-color-translucent};\n\n  --#{$prefix}border-radius: #{$border-radius};\n  --#{$prefix}border-radius-sm: #{$border-radius-sm};\n  --#{$prefix}border-radius-lg: #{$border-radius-lg};\n  --#{$prefix}border-radius-xl: #{$border-radius-xl};\n  --#{$prefix}border-radius-xxl: #{$border-radius-xxl};\n  --#{$prefix}border-radius-2xl: var(--#{$prefix}border-radius-xxl); // Deprecated in v5.3.0 for consistency\n  --#{$prefix}border-radius-pill: #{$border-radius-pill};\n  // scss-docs-end root-border-var\n\n  --#{$prefix}box-shadow: #{$box-shadow};\n  --#{$prefix}box-shadow-sm: #{$box-shadow-sm};\n  --#{$prefix}box-shadow-lg: #{$box-shadow-lg};\n  --#{$prefix}box-shadow-inset: #{$box-shadow-inset};\n\n  // Focus styles\n  // scss-docs-start root-focus-variables\n  --#{$prefix}focus-ring-width: #{$focus-ring-width};\n  --#{$prefix}focus-ring-opacity: #{$focus-ring-opacity};\n  --#{$prefix}focus-ring-color: #{$focus-ring-color};\n  // scss-docs-end root-focus-variables\n\n  // scss-docs-start root-form-validation-variables\n  --#{$prefix}form-valid-color: #{$form-valid-color};\n  --#{$prefix}form-valid-border-color: #{$form-valid-border-color};\n  --#{$prefix}form-invalid-color: #{$form-invalid-color};\n  --#{$prefix}form-invalid-border-color: #{$form-invalid-border-color};\n  // scss-docs-end root-form-validation-variables\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark, true) {\n    color-scheme: dark;\n\n    // scss-docs-start root-dark-mode-vars\n    --#{$prefix}body-color: #{$body-color-dark};\n    --#{$prefix}body-color-rgb: #{to-rgb($body-color-dark)};\n    --#{$prefix}body-bg: #{$body-bg-dark};\n    --#{$prefix}body-bg-rgb: #{to-rgb($body-bg-dark)};\n\n    --#{$prefix}emphasis-color: #{$body-emphasis-color-dark};\n    --#{$prefix}emphasis-color-rgb: #{to-rgb($body-emphasis-color-dark)};\n\n    --#{$prefix}secondary-color: #{$body-secondary-color-dark};\n    --#{$prefix}secondary-color-rgb: #{to-rgb($body-secondary-color-dark)};\n    --#{$prefix}secondary-bg: #{$body-secondary-bg-dark};\n    --#{$prefix}secondary-bg-rgb: #{to-rgb($body-secondary-bg-dark)};\n\n    --#{$prefix}tertiary-color: #{$body-tertiary-color-dark};\n    --#{$prefix}tertiary-color-rgb: #{to-rgb($body-tertiary-color-dark)};\n    --#{$prefix}tertiary-bg: #{$body-tertiary-bg-dark};\n    --#{$prefix}tertiary-bg-rgb: #{to-rgb($body-tertiary-bg-dark)};\n\n    @each $color, $value in $theme-colors-text-dark {\n      --#{$prefix}#{$color}-text-emphasis: #{$value};\n    }\n\n    @each $color, $value in $theme-colors-bg-subtle-dark {\n      --#{$prefix}#{$color}-bg-subtle: #{$value};\n    }\n\n    @each $color, $value in $theme-colors-border-subtle-dark {\n      --#{$prefix}#{$color}-border-subtle: #{$value};\n    }\n\n    --#{$prefix}heading-color: #{$headings-color-dark};\n\n    --#{$prefix}link-color: #{$link-color-dark};\n    --#{$prefix}link-hover-color: #{$link-hover-color-dark};\n    --#{$prefix}link-color-rgb: #{to-rgb($link-color-dark)};\n    --#{$prefix}link-hover-color-rgb: #{to-rgb($link-hover-color-dark)};\n\n    --#{$prefix}code-color: #{$code-color-dark};\n    --#{$prefix}highlight-color: #{$mark-color-dark};\n    --#{$prefix}highlight-bg: #{$mark-bg-dark};\n\n    --#{$prefix}border-color: #{$border-color-dark};\n    --#{$prefix}border-color-translucent: #{$border-color-translucent-dark};\n\n    --#{$prefix}form-valid-color: #{$form-valid-color-dark};\n    --#{$prefix}form-valid-border-color: #{$form-valid-border-color-dark};\n    --#{$prefix}form-invalid-color: #{$form-invalid-color-dark};\n    --#{$prefix}form-invalid-border-color: #{$form-invalid-border-color-dark};\n    // scss-docs-end root-dark-mode-vars\n  }\n}\n","// stylelint-disable scss/dimension-no-non-numeric-values\n\n// SCSS RFS mixin\n//\n// Automated responsive values for font sizes, paddings, margins and much more\n//\n// Licensed under MIT (https://github.com/twbs/rfs/blob/main/LICENSE)\n\n// Configuration\n\n// Base value\n$rfs-base-value: 1.25rem !default;\n$rfs-unit: rem !default;\n\n@if $rfs-unit != rem and $rfs-unit != px {\n  @error \"`#{$rfs-unit}` is not a valid unit for $rfs-unit. Use `px` or `rem`.\";\n}\n\n// Breakpoint at where values start decreasing if screen width is smaller\n$rfs-breakpoint: 1200px !default;\n$rfs-breakpoint-unit: px !default;\n\n@if $rfs-breakpoint-unit != px and $rfs-breakpoint-unit != em and $rfs-breakpoint-unit != rem {\n  @error \"`#{$rfs-breakpoint-unit}` is not a valid unit for $rfs-breakpoint-unit. Use `px`, `em` or `rem`.\";\n}\n\n// Resize values based on screen height and width\n$rfs-two-dimensional: false !default;\n\n// Factor of decrease\n$rfs-factor: 10 !default;\n\n@if type-of($rfs-factor) != number or $rfs-factor <= 1 {\n  @error \"`#{$rfs-factor}` is not a valid  $rfs-factor, it must be greater than 1.\";\n}\n\n// Mode. Possibilities: \"min-media-query\", \"max-media-query\"\n$rfs-mode: min-media-query !default;\n\n// Generate enable or disable classes. Possibilities: false, \"enable\" or \"disable\"\n$rfs-class: false !default;\n\n// 1 rem = $rfs-rem-value px\n$rfs-rem-value: 16 !default;\n\n// Safari iframe resize bug: https://github.com/twbs/rfs/issues/14\n$rfs-safari-iframe-resize-bug-fix: false !default;\n\n// Disable RFS by setting $enable-rfs to false\n$enable-rfs: true !default;\n\n// Cache $rfs-base-value unit\n$rfs-base-value-unit: unit($rfs-base-value);\n\n@function divide($dividend, $divisor, $precision: 10) {\n  $sign: if($dividend > 0 and $divisor > 0 or $dividend < 0 and $divisor < 0, 1, -1);\n  $dividend: abs($dividend);\n  $divisor: abs($divisor);\n  @if $dividend == 0 {\n    @return 0;\n  }\n  @if $divisor == 0 {\n    @error \"Cannot divide by 0\";\n  }\n  $remainder: $dividend;\n  $result: 0;\n  $factor: 10;\n  @while ($remainder > 0 and $precision >= 0) {\n    $quotient: 0;\n    @while ($remainder >= $divisor) {\n      $remainder: $remainder - $divisor;\n      $quotient: $quotient + 1;\n    }\n    $result: $result * 10 + $quotient;\n    $factor: $factor * .1;\n    $remainder: $remainder * 10;\n    $precision: $precision - 1;\n    @if ($precision < 0 and $remainder >= $divisor * 5) {\n      $result: $result + 1;\n    }\n  }\n  $result: $result * $factor * $sign;\n  $dividend-unit: unit($dividend);\n  $divisor-unit: unit($divisor);\n  $unit-map: (\n    \"px\": 1px,\n    \"rem\": 1rem,\n    \"em\": 1em,\n    \"%\": 1%\n  );\n  @if ($dividend-unit != $divisor-unit and map-has-key($unit-map, $dividend-unit)) {\n    $result: $result * map-get($unit-map, $dividend-unit);\n  }\n  @return $result;\n}\n\n// Remove px-unit from $rfs-base-value for calculations\n@if $rfs-base-value-unit == px {\n  $rfs-base-value: divide($rfs-base-value, $rfs-base-value * 0 + 1);\n}\n@else if $rfs-base-value-unit == rem {\n  $rfs-base-value: divide($rfs-base-value, divide($rfs-base-value * 0 + 1, $rfs-rem-value));\n}\n\n// Cache $rfs-breakpoint unit to prevent multiple calls\n$rfs-breakpoint-unit-cache: unit($rfs-breakpoint);\n\n// Remove unit from $rfs-breakpoint for calculations\n@if $rfs-breakpoint-unit-cache == px {\n  $rfs-breakpoint: divide($rfs-breakpoint, $rfs-breakpoint * 0 + 1);\n}\n@else if $rfs-breakpoint-unit-cache == rem or $rfs-breakpoint-unit-cache == \"em\" {\n  $rfs-breakpoint: divide($rfs-breakpoint, divide($rfs-breakpoint * 0 + 1, $rfs-rem-value));\n}\n\n// Calculate the media query value\n$rfs-mq-value: if($rfs-breakpoint-unit == px, #{$rfs-breakpoint}px, #{divide($rfs-breakpoint, $rfs-rem-value)}#{$rfs-breakpoint-unit});\n$rfs-mq-property-width: if($rfs-mode == max-media-query, max-width, min-width);\n$rfs-mq-property-height: if($rfs-mode == max-media-query, max-height, min-height);\n\n// Internal mixin used to determine which media query needs to be used\n@mixin _rfs-media-query {\n  @if $rfs-two-dimensional {\n    @if $rfs-mode == max-media-query {\n      @media (#{$rfs-mq-property-width}: #{$rfs-mq-value}), (#{$rfs-mq-property-height}: #{$rfs-mq-value}) {\n        @content;\n      }\n    }\n    @else {\n      @media (#{$rfs-mq-property-width}: #{$rfs-mq-value}) and (#{$rfs-mq-property-height}: #{$rfs-mq-value}) {\n        @content;\n      }\n    }\n  }\n  @else {\n    @media (#{$rfs-mq-property-width}: #{$rfs-mq-value}) {\n      @content;\n    }\n  }\n}\n\n// Internal mixin that adds disable classes to the selector if needed.\n@mixin _rfs-rule {\n  @if $rfs-class == disable and $rfs-mode == max-media-query {\n    // Adding an extra class increases specificity, which prevents the media query to override the property\n    &,\n    .disable-rfs &,\n    &.disable-rfs {\n      @content;\n    }\n  }\n  @else if $rfs-class == enable and $rfs-mode == min-media-query {\n    .enable-rfs &,\n    &.enable-rfs {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Internal mixin that adds enable classes to the selector if needed.\n@mixin _rfs-media-query-rule {\n\n  @if $rfs-class == enable {\n    @if $rfs-mode == min-media-query {\n      @content;\n    }\n\n    @include _rfs-media-query () {\n      .enable-rfs &,\n      &.enable-rfs {\n        @content;\n      }\n    }\n  }\n  @else {\n    @if $rfs-class == disable and $rfs-mode == min-media-query {\n      .disable-rfs &,\n      &.disable-rfs {\n        @content;\n      }\n    }\n    @include _rfs-media-query () {\n      @content;\n    }\n  }\n}\n\n// Helper function to get the formatted non-responsive value\n@function rfs-value($values) {\n  // Convert to list\n  $values: if(type-of($values) != list, ($values,), $values);\n\n  $val: \"\";\n\n  // Loop over each value and calculate value\n  @each $value in $values {\n    @if $value == 0 {\n      $val: $val + \" 0\";\n    }\n    @else {\n      // Cache $value unit\n      $unit: if(type-of($value) == \"number\", unit($value), false);\n\n      @if $unit == px {\n        // Convert to rem if needed\n        $val: $val + \" \" + if($rfs-unit == rem, #{divide($value, $value * 0 + $rfs-rem-value)}rem, $value);\n      }\n      @else if $unit == rem {\n        // Convert to px if needed\n        $val: $val + \" \" + if($rfs-unit == px, #{divide($value, $value * 0 + 1) * $rfs-rem-value}px, $value);\n      } @else {\n        // If $value isn't a number (like inherit) or $value has a unit (not px or rem, like 1.5em) or $ is 0, just print the value\n        $val: $val + \" \" + $value;\n      }\n    }\n  }\n\n  // Remove first space\n  @return unquote(str-slice($val, 2));\n}\n\n// Helper function to get the responsive value calculated by RFS\n@function rfs-fluid-value($values) {\n  // Convert to list\n  $values: if(type-of($values) != list, ($values,), $values);\n\n  $val: \"\";\n\n  // Loop over each value and calculate value\n  @each $value in $values {\n    @if $value == 0 {\n      $val: $val + \" 0\";\n    } @else {\n      // Cache $value unit\n      $unit: if(type-of($value) == \"number\", unit($value), false);\n\n      // If $value isn't a number (like inherit) or $value has a unit (not px or rem, like 1.5em) or $ is 0, just print the value\n      @if not $unit or $unit != px and $unit != rem {\n        $val: $val + \" \" + $value;\n      } @else {\n        // Remove unit from $value for calculations\n        $value: divide($value, $value * 0 + if($unit == px, 1, divide(1, $rfs-rem-value)));\n\n        // Only add the media query if the value is greater than the minimum value\n        @if abs($value) <= $rfs-base-value or not $enable-rfs {\n          $val: $val + \" \" + if($rfs-unit == rem, #{divide($value, $rfs-rem-value)}rem, #{$value}px);\n        }\n        @else {\n          // Calculate the minimum value\n          $value-min: $rfs-base-value + divide(abs($value) - $rfs-base-value, $rfs-factor);\n\n          // Calculate difference between $value and the minimum value\n          $value-diff: abs($value) - $value-min;\n\n          // Base value formatting\n          $min-width: if($rfs-unit == rem, #{divide($value-min, $rfs-rem-value)}rem, #{$value-min}px);\n\n          // Use negative value if needed\n          $min-width: if($value < 0, -$min-width, $min-width);\n\n          // Use `vmin` if two-dimensional is enabled\n          $variable-unit: if($rfs-two-dimensional, vmin, vw);\n\n          // Calculate the variable width between 0 and $rfs-breakpoint\n          $variable-width: #{divide($value-diff * 100, $rfs-breakpoint)}#{$variable-unit};\n\n          // Return the calculated value\n          $val: $val + \" calc(\" + $min-width + if($value < 0, \" - \", \" + \") + $variable-width + \")\";\n        }\n      }\n    }\n  }\n\n  // Remove first space\n  @return unquote(str-slice($val, 2));\n}\n\n// RFS mixin\n@mixin rfs($values, $property: font-size) {\n  @if $values != null {\n    $val: rfs-value($values);\n    $fluid-val: rfs-fluid-value($values);\n\n    // Do not print the media query if responsive & non-responsive values are the same\n    @if $val == $fluid-val {\n      #{$property}: $val;\n    }\n    @else {\n      @include _rfs-rule () {\n        #{$property}: if($rfs-mode == max-media-query, $val, $fluid-val);\n\n        // Include safari iframe resize fix if needed\n        min-width: if($rfs-safari-iframe-resize-bug-fix, (0 * 1vw), null);\n      }\n\n      @include _rfs-media-query-rule () {\n        #{$property}: if($rfs-mode == max-media-query, $fluid-val, $val);\n      }\n    }\n  }\n}\n\n// Shorthand helper mixins\n@mixin font-size($value) {\n  @include rfs($value);\n}\n\n@mixin padding($value) {\n  @include rfs($value, padding);\n}\n\n@mixin padding-top($value) {\n  @include rfs($value, padding-top);\n}\n\n@mixin padding-right($value) {\n  @include rfs($value, padding-right);\n}\n\n@mixin padding-bottom($value) {\n  @include rfs($value, padding-bottom);\n}\n\n@mixin padding-left($value) {\n  @include rfs($value, padding-left);\n}\n\n@mixin margin($value) {\n  @include rfs($value, margin);\n}\n\n@mixin margin-top($value) {\n  @include rfs($value, margin-top);\n}\n\n@mixin margin-right($value) {\n  @include rfs($value, margin-right);\n}\n\n@mixin margin-bottom($value) {\n  @include rfs($value, margin-bottom);\n}\n\n@mixin margin-left($value) {\n  @include rfs($value, margin-left);\n}\n","// scss-docs-start color-mode-mixin\n@mixin color-mode($mode: light, $root: false) {\n  @if $color-mode-type == \"media-query\" {\n    @if $root == true {\n      @media (prefers-color-scheme: $mode) {\n        :root {\n          @content;\n        }\n      }\n    } @else {\n      @media (prefers-color-scheme: $mode) {\n        @content;\n      }\n    }\n  } @else {\n    [data-bs-theme=\"#{$mode}\"] {\n      @content;\n    }\n  }\n}\n// scss-docs-end color-mode-mixin\n","// stylelint-disable declaration-no-important, selector-no-qualifying-type, property-no-vendor-prefix\n\n\n// Reboot\n//\n// Normalization of HTML elements, manually forked from Normalize.css to remove\n// styles targeting irrelevant browsers while applying new styles.\n//\n// Normalize is licensed MIT. https://github.com/necolas/normalize.css\n\n\n// Document\n//\n// Change from `box-sizing: content-box` so that `width` is not affected by `padding` or `border`.\n\n*,\n*::before,\n*::after {\n  box-sizing: border-box;\n}\n\n\n// Root\n//\n// Ability to the value of the root font sizes, affecting the value of `rem`.\n// null by default, thus nothing is generated.\n\n:root {\n  @if $font-size-root != null {\n    @include font-size(var(--#{$prefix}root-font-size));\n  }\n\n  @if $enable-smooth-scroll {\n    @media (prefers-reduced-motion: no-preference) {\n      scroll-behavior: smooth;\n    }\n  }\n}\n\n\n// Body\n//\n// 1. Remove the margin in all browsers.\n// 2. As a best practice, apply a default `background-color`.\n// 3. Prevent adjustments of font size after orientation changes in iOS.\n// 4. Change the default tap highlight to be completely transparent in iOS.\n\n// scss-docs-start reboot-body-rules\nbody {\n  margin: 0; // 1\n  font-family: var(--#{$prefix}body-font-family);\n  @include font-size(var(--#{$prefix}body-font-size));\n  font-weight: var(--#{$prefix}body-font-weight);\n  line-height: var(--#{$prefix}body-line-height);\n  color: var(--#{$prefix}body-color);\n  text-align: var(--#{$prefix}body-text-align);\n  background-color: var(--#{$prefix}body-bg); // 2\n  -webkit-text-size-adjust: 100%; // 3\n  -webkit-tap-highlight-color: rgba($black, 0); // 4\n}\n// scss-docs-end reboot-body-rules\n\n\n// Content grouping\n//\n// 1. Reset Firefox's gray color\n\nhr {\n  margin: $hr-margin-y 0;\n  color: $hr-color; // 1\n  border: 0;\n  border-top: $hr-border-width solid $hr-border-color;\n  opacity: $hr-opacity;\n}\n\n\n// Typography\n//\n// 1. Remove top margins from headings\n//    By default, `<h1>`-`<h6>` all receive top and bottom margins. We nuke the top\n//    margin for easier control within type scales as it avoids margin collapsing.\n\n%heading {\n  margin-top: 0; // 1\n  margin-bottom: $headings-margin-bottom;\n  font-family: $headings-font-family;\n  font-style: $headings-font-style;\n  font-weight: $headings-font-weight;\n  line-height: $headings-line-height;\n  color: var(--#{$prefix}heading-color);\n}\n\nh1 {\n  @extend %heading;\n  @include font-size($h1-font-size);\n}\n\nh2 {\n  @extend %heading;\n  @include font-size($h2-font-size);\n}\n\nh3 {\n  @extend %heading;\n  @include font-size($h3-font-size);\n}\n\nh4 {\n  @extend %heading;\n  @include font-size($h4-font-size);\n}\n\nh5 {\n  @extend %heading;\n  @include font-size($h5-font-size);\n}\n\nh6 {\n  @extend %heading;\n  @include font-size($h6-font-size);\n}\n\n\n// Reset margins on paragraphs\n//\n// Similarly, the top margin on `<p>`s get reset. However, we also reset the\n// bottom margin to use `rem` units instead of `em`.\n\np {\n  margin-top: 0;\n  margin-bottom: $paragraph-margin-bottom;\n}\n\n\n// Abbreviations\n//\n// 1. Add the correct text decoration in Chrome, Edge, Opera, and Safari.\n// 2. Add explicit cursor to indicate changed behavior.\n// 3. Prevent the text-decoration to be skipped.\n\nabbr[title] {\n  text-decoration: underline dotted; // 1\n  cursor: help; // 2\n  text-decoration-skip-ink: none; // 3\n}\n\n\n// Address\n\naddress {\n  margin-bottom: 1rem;\n  font-style: normal;\n  line-height: inherit;\n}\n\n\n// Lists\n\nol,\nul {\n  padding-left: 2rem;\n}\n\nol,\nul,\ndl {\n  margin-top: 0;\n  margin-bottom: 1rem;\n}\n\nol ol,\nul ul,\nol ul,\nul ol {\n  margin-bottom: 0;\n}\n\ndt {\n  font-weight: $dt-font-weight;\n}\n\n// 1. Undo browser default\n\ndd {\n  margin-bottom: .5rem;\n  margin-left: 0; // 1\n}\n\n\n// Blockquote\n\nblockquote {\n  margin: 0 0 1rem;\n}\n\n\n// Strong\n//\n// Add the correct font weight in Chrome, Edge, and Safari\n\nb,\nstrong {\n  font-weight: $font-weight-bolder;\n}\n\n\n// Small\n//\n// Add the correct font size in all browsers\n\nsmall {\n  @include font-size($small-font-size);\n}\n\n\n// Mark\n\nmark {\n  padding: $mark-padding;\n  color: var(--#{$prefix}highlight-color);\n  background-color: var(--#{$prefix}highlight-bg);\n}\n\n\n// Sub and Sup\n//\n// Prevent `sub` and `sup` elements from affecting the line height in\n// all browsers.\n\nsub,\nsup {\n  position: relative;\n  @include font-size($sub-sup-font-size);\n  line-height: 0;\n  vertical-align: baseline;\n}\n\nsub { bottom: -.25em; }\nsup { top: -.5em; }\n\n\n// Links\n\na {\n  color: rgba(var(--#{$prefix}link-color-rgb), var(--#{$prefix}link-opacity, 1));\n  text-decoration: $link-decoration;\n\n  &:hover {\n    --#{$prefix}link-color-rgb: var(--#{$prefix}link-hover-color-rgb);\n    text-decoration: $link-hover-decoration;\n  }\n}\n\n// And undo these styles for placeholder links/named anchors (without href).\n// It would be more straightforward to just use a[href] in previous block, but that\n// causes specificity issues in many other styles that are too complex to fix.\n// See https://github.com/twbs/bootstrap/issues/19402\n\na:not([href]):not([class]) {\n  &,\n  &:hover {\n    color: inherit;\n    text-decoration: none;\n  }\n}\n\n\n// Code\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: $font-family-code;\n  @include font-size(1em); // Correct the odd `em` font sizing in all browsers.\n}\n\n// 1. Remove browser default top margin\n// 2. Reset browser default of `1em` to use `rem`s\n// 3. Don't allow content to break outside\n\npre {\n  display: block;\n  margin-top: 0; // 1\n  margin-bottom: 1rem; // 2\n  overflow: auto; // 3\n  @include font-size($code-font-size);\n  color: $pre-color;\n\n  // Account for some code outputs that place code tags in pre tags\n  code {\n    @include font-size(inherit);\n    color: inherit;\n    word-break: normal;\n  }\n}\n\ncode {\n  @include font-size($code-font-size);\n  color: var(--#{$prefix}code-color);\n  word-wrap: break-word;\n\n  // Streamline the style when inside anchors to avoid broken underline and more\n  a > & {\n    color: inherit;\n  }\n}\n\nkbd {\n  padding: $kbd-padding-y $kbd-padding-x;\n  @include font-size($kbd-font-size);\n  color: $kbd-color;\n  background-color: $kbd-bg;\n  @include border-radius($border-radius-sm);\n\n  kbd {\n    padding: 0;\n    @include font-size(1em);\n    font-weight: $nested-kbd-font-weight;\n  }\n}\n\n\n// Figures\n//\n// Apply a consistent margin strategy (matches our type styles).\n\nfigure {\n  margin: 0 0 1rem;\n}\n\n\n// Images and content\n\nimg,\nsvg {\n  vertical-align: middle;\n}\n\n\n// Tables\n//\n// Prevent double borders\n\ntable {\n  caption-side: bottom;\n  border-collapse: collapse;\n}\n\ncaption {\n  padding-top: $table-cell-padding-y;\n  padding-bottom: $table-cell-padding-y;\n  color: $table-caption-color;\n  text-align: left;\n}\n\n// 1. Removes font-weight bold by inheriting\n// 2. Matches default `<td>` alignment by inheriting `text-align`.\n// 3. Fix alignment for Safari\n\nth {\n  font-weight: $table-th-font-weight; // 1\n  text-align: inherit; // 2\n  text-align: -webkit-match-parent; // 3\n}\n\nthead,\ntbody,\ntfoot,\ntr,\ntd,\nth {\n  border-color: inherit;\n  border-style: solid;\n  border-width: 0;\n}\n\n\n// Forms\n//\n// 1. Allow labels to use `margin` for spacing.\n\nlabel {\n  display: inline-block; // 1\n}\n\n// Remove the default `border-radius` that macOS Chrome adds.\n// See https://github.com/twbs/bootstrap/issues/24093\n\nbutton {\n  // stylelint-disable-next-line property-disallowed-list\n  border-radius: 0;\n}\n\n// Explicitly remove focus outline in Chromium when it shouldn't be\n// visible (e.g. as result of mouse click or touch tap). It already\n// should be doing this automatically, but seems to currently be\n// confused and applies its very visible two-tone outline anyway.\n\nbutton:focus:not(:focus-visible) {\n  outline: 0;\n}\n\n// 1. Remove the margin in Firefox and Safari\n\ninput,\nbutton,\nselect,\noptgroup,\ntextarea {\n  margin: 0; // 1\n  font-family: inherit;\n  @include font-size(inherit);\n  line-height: inherit;\n}\n\n// Remove the inheritance of text transform in Firefox\nbutton,\nselect {\n  text-transform: none;\n}\n// Set the cursor for non-`<button>` buttons\n//\n// Details at https://github.com/twbs/bootstrap/pull/30562\n[role=\"button\"] {\n  cursor: pointer;\n}\n\nselect {\n  // Remove the inheritance of word-wrap in Safari.\n  // See https://github.com/twbs/bootstrap/issues/24990\n  word-wrap: normal;\n\n  // Undo the opacity change from Chrome\n  &:disabled {\n    opacity: 1;\n  }\n}\n\n// Remove the dropdown arrow only from text type inputs built with datalists in Chrome.\n// See https://stackoverflow.com/a/54997118\n\n[list]:not([type=\"date\"]):not([type=\"datetime-local\"]):not([type=\"month\"]):not([type=\"week\"]):not([type=\"time\"])::-webkit-calendar-picker-indicator {\n  display: none !important;\n}\n\n// 1. Prevent a WebKit bug where (2) destroys native `audio` and `video`\n//    controls in Android 4.\n// 2. Correct the inability to style clickable types in iOS and Safari.\n// 3. Opinionated: add \"hand\" cursor to non-disabled button elements.\n\nbutton,\n[type=\"button\"], // 1\n[type=\"reset\"],\n[type=\"submit\"] {\n  -webkit-appearance: button; // 2\n\n  @if $enable-button-pointers {\n    &:not(:disabled) {\n      cursor: pointer; // 3\n    }\n  }\n}\n\n// Remove inner border and padding from Firefox, but don't restore the outline like Normalize.\n\n::-moz-focus-inner {\n  padding: 0;\n  border-style: none;\n}\n\n// 1. Textareas should really only resize vertically so they don't break their (horizontal) containers.\n\ntextarea {\n  resize: vertical; // 1\n}\n\n// 1. Browsers set a default `min-width: min-content;` on fieldsets,\n//    unlike e.g. `<div>`s, which have `min-width: 0;` by default.\n//    So we reset that to ensure fieldsets behave more like a standard block element.\n//    See https://github.com/twbs/bootstrap/issues/12359\n//    and https://html.spec.whatwg.org/multipage/#the-fieldset-and-legend-elements\n// 2. Reset the default outline behavior of fieldsets so they don't affect page layout.\n\nfieldset {\n  min-width: 0; // 1\n  padding: 0; // 2\n  margin: 0; // 2\n  border: 0; // 2\n}\n\n// 1. By using `float: left`, the legend will behave like a block element.\n//    This way the border of a fieldset wraps around the legend if present.\n// 2. Fix wrapping bug.\n//    See https://github.com/twbs/bootstrap/issues/29712\n\nlegend {\n  float: left; // 1\n  width: 100%;\n  padding: 0;\n  margin-bottom: $legend-margin-bottom;\n  @include font-size($legend-font-size);\n  font-weight: $legend-font-weight;\n  line-height: inherit;\n\n  + * {\n    clear: left; // 2\n  }\n}\n\n// Fix height of inputs with a type of datetime-local, date, month, week, or time\n// See https://github.com/twbs/bootstrap/issues/18842\n\n::-webkit-datetime-edit-fields-wrapper,\n::-webkit-datetime-edit-text,\n::-webkit-datetime-edit-minute,\n::-webkit-datetime-edit-hour-field,\n::-webkit-datetime-edit-day-field,\n::-webkit-datetime-edit-month-field,\n::-webkit-datetime-edit-year-field {\n  padding: 0;\n}\n\n::-webkit-inner-spin-button {\n  height: auto;\n}\n\n// 1. This overrides the extra rounded corners on search inputs in iOS so that our\n//    `.form-control` class can properly style them. Note that this cannot simply\n//    be added to `.form-control` as it's not specific enough. For details, see\n//    https://github.com/twbs/bootstrap/issues/11586.\n// 2. Correct the outline style in Safari.\n\n[type=\"search\"] {\n  -webkit-appearance: textfield; // 1\n  outline-offset: -2px; // 2\n}\n\n// 1. A few input types should stay LTR\n// See https://rtlstyling.com/posts/rtl-styling#form-inputs\n// 2. RTL only output\n// See https://rtlcss.com/learn/usage-guide/control-directives/#raw\n\n/* rtl:raw:\n[type=\"tel\"],\n[type=\"url\"],\n[type=\"email\"],\n[type=\"number\"] {\n  direction: ltr;\n}\n*/\n\n// Remove the inner padding in Chrome and Safari on macOS.\n\n::-webkit-search-decoration {\n  -webkit-appearance: none;\n}\n\n// Remove padding around color pickers in webkit browsers\n\n::-webkit-color-swatch-wrapper {\n  padding: 0;\n}\n\n\n// 1. Inherit font family and line height for file input buttons\n// 2. Correct the inability to style clickable types in iOS and Safari.\n\n::file-selector-button {\n  font: inherit; // 1\n  -webkit-appearance: button; // 2\n}\n\n// Correct element displays\n\noutput {\n  display: inline-block;\n}\n\n// Remove border from iframe\n\niframe {\n  border: 0;\n}\n\n// Summary\n//\n// 1. Add the correct display in all browsers\n\nsummary {\n  display: list-item; // 1\n  cursor: pointer;\n}\n\n\n// Progress\n//\n// Add the correct vertical alignment in Chrome, Firefox, and Opera.\n\nprogress {\n  vertical-align: baseline;\n}\n\n\n// Hidden attribute\n//\n// Always hide an element with the `hidden` HTML attribute.\n\n[hidden] {\n  display: none !important;\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n// fusv-disable\n$accordion-button-focus-border-color:     $input-focus-border-color !default; // Deprecated in v5.3.3\n// fusv-enable\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-active-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n\n@import \"variables-dark\"; // TODO: can be removed safely in v6, only here to avoid breaking changes in v5.3\n","// stylelint-disable property-disallowed-list\n// Single side border-radius\n\n// Helper function to replace negative values with 0\n@function valid-radius($radius) {\n  $return: ();\n  @each $value in $radius {\n    @if type-of($value) == number {\n      $return: append($return, max($value, 0));\n    } @else {\n      $return: append($return, $value);\n    }\n  }\n  @return $return;\n}\n\n// scss-docs-start border-radius-mixins\n@mixin border-radius($radius: $border-radius, $fallback-border-radius: false) {\n  @if $enable-rounded {\n    border-radius: valid-radius($radius);\n  }\n  @else if $fallback-border-radius != false {\n    border-radius: $fallback-border-radius;\n  }\n}\n\n@mixin border-top-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-left-radius: valid-radius($radius);\n    border-top-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-end-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-right-radius: valid-radius($radius);\n    border-bottom-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-bottom-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-bottom-right-radius: valid-radius($radius);\n    border-bottom-left-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-start-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-left-radius: valid-radius($radius);\n    border-bottom-left-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-top-start-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-left-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-top-end-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-bottom-end-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-bottom-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-bottom-start-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-bottom-left-radius: valid-radius($radius);\n  }\n}\n// scss-docs-end border-radius-mixins\n","//\n// Headings\n//\n.h1 {\n  @extend h1;\n}\n\n.h2 {\n  @extend h2;\n}\n\n.h3 {\n  @extend h3;\n}\n\n.h4 {\n  @extend h4;\n}\n\n.h5 {\n  @extend h5;\n}\n\n.h6 {\n  @extend h6;\n}\n\n\n.lead {\n  @include font-size($lead-font-size);\n  font-weight: $lead-font-weight;\n}\n\n// Type display classes\n@each $display, $font-size in $display-font-sizes {\n  .display-#{$display} {\n    @include font-size($font-size);\n    font-family: $display-font-family;\n    font-style: $display-font-style;\n    font-weight: $display-font-weight;\n    line-height: $display-line-height;\n  }\n}\n\n//\n// Emphasis\n//\n.small {\n  @extend small;\n}\n\n.mark {\n  @extend mark;\n}\n\n//\n// Lists\n//\n\n.list-unstyled {\n  @include list-unstyled();\n}\n\n// Inline turns list items into inline-block\n.list-inline {\n  @include list-unstyled();\n}\n.list-inline-item {\n  display: inline-block;\n\n  &:not(:last-child) {\n    margin-right: $list-inline-padding;\n  }\n}\n\n\n//\n// Misc\n//\n\n// Builds on `abbr`\n.initialism {\n  @include font-size($initialism-font-size);\n  text-transform: uppercase;\n}\n\n// Blockquotes\n.blockquote {\n  margin-bottom: $blockquote-margin-y;\n  @include font-size($blockquote-font-size);\n\n  > :last-child {\n    margin-bottom: 0;\n  }\n}\n\n.blockquote-footer {\n  margin-top: -$blockquote-margin-y;\n  margin-bottom: $blockquote-margin-y;\n  @include font-size($blockquote-footer-font-size);\n  color: $blockquote-footer-color;\n\n  &::before {\n    content: \"\\2014\\00A0\"; // em dash, nbsp\n  }\n}\n","// Lists\n\n// Unstyled keeps list items block level, just removes default browser padding and list-style\n@mixin list-unstyled {\n  padding-left: 0;\n  list-style: none;\n}\n","// Override bootstrap variables\n$spacer: 1rem;\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1400px,\n);\n$grid-breakpoints: (\n  xs: 0,\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1200px,\n);\n$dropdown-link-hover-bg: var(--pst-color-surface);\n\n// --pst-color-surface can also be assigned to the dark variant because it is\n// scoped to different values depending on light/dark theme\n$dropdown-dark-link-hover-bg: var(--pst-color-surface);\n$dropdown-link-active-bg: var(--pst-color-surface);\n$dropdown-dark-link-active-bg: var(--pst-color-surface);\n$focus-ring-width: 0.1875rem; // 3px at 100% zoom (0.1875 * 16px base font = 3px)\n$focus-ring-opacity: 1;\n$focus-ring-color: var(--pst-color-accent);\n$focus-ring-blur: 0;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color;\n\n// outline creates the same style of focus ring, it just uses CSS outline instead of box shadow\n$focus-ring-outline: $focus-ring-color solid $focus-ring-width;\n$btn-focus-box-shadow: $focus-ring-box-shadow;\n","// Responsive images (ensure images don't scale beyond their parents)\n//\n// This is purposefully opt-in via an explicit class rather than being the default for all `<img>`s.\n// We previously tried the \"images are responsive by default\" approach in Bootstrap v2,\n// and abandoned it in Bootstrap v3 because it breaks lots of third-party widgets (including Google Maps)\n// which weren't expecting the images within themselves to be involuntarily resized.\n// See also https://github.com/twbs/bootstrap/issues/18178\n.img-fluid {\n  @include img-fluid();\n}\n\n\n// Image thumbnails\n.img-thumbnail {\n  padding: $thumbnail-padding;\n  background-color: $thumbnail-bg;\n  border: $thumbnail-border-width solid $thumbnail-border-color;\n  @include border-radius($thumbnail-border-radius);\n  @include box-shadow($thumbnail-box-shadow);\n\n  // Keep them at most 100% wide\n  @include img-fluid();\n}\n\n//\n// Figures\n//\n\n.figure {\n  // Ensures the caption's text aligns with the image.\n  display: inline-block;\n}\n\n.figure-img {\n  margin-bottom: $spacer * .5;\n  line-height: 1;\n}\n\n.figure-caption {\n  @include font-size($figure-caption-font-size);\n  color: $figure-caption-color;\n}\n","// Image Mixins\n// - Responsive image\n// - Retina image\n\n\n// Responsive image\n//\n// Keep images from scaling beyond the width of their parents.\n\n@mixin img-fluid {\n  // Part 1: Set a maximum relative to the parent\n  max-width: 100%;\n  // Part 2: Override the height to auto, otherwise images will be stretched\n  // when setting a width and height attribute on the img element.\n  height: auto;\n}\n","// Container widths\n//\n// Set the container width, and override it for fixed navbars in media queries.\n\n@if $enable-container-classes {\n  // Single container class with breakpoint max-widths\n  .container,\n  // 100% wide container at all breakpoints\n  .container-fluid {\n    @include make-container();\n  }\n\n  // Responsive containers that are 100% wide until a breakpoint\n  @each $breakpoint, $container-max-width in $container-max-widths {\n    .container-#{$breakpoint} {\n      @extend .container-fluid;\n    }\n\n    @include media-breakpoint-up($breakpoint, $grid-breakpoints) {\n      %responsive-container-#{$breakpoint} {\n        max-width: $container-max-width;\n      }\n\n      // Extend each breakpoint which is smaller or equal to the current breakpoint\n      $extend-breakpoint: true;\n\n      @each $name, $width in $grid-breakpoints {\n        @if ($extend-breakpoint) {\n          .container#{breakpoint-infix($name, $grid-breakpoints)} {\n            @extend %responsive-container-#{$breakpoint};\n          }\n\n          // Once the current breakpoint is reached, stop extending\n          @if ($breakpoint == $name) {\n            $extend-breakpoint: false;\n          }\n        }\n      }\n    }\n  }\n}\n","// Container mixins\n\n@mixin make-container($gutter: $container-padding-x) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  width: 100%;\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-right: auto;\n  margin-left: auto;\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n","// Row\n//\n// Rows contain your columns.\n\n:root {\n  @each $name, $value in $grid-breakpoints {\n    --#{$prefix}breakpoint-#{$name}: #{$value};\n  }\n}\n\n@if $enable-grid-classes {\n  .row {\n    @include make-row();\n\n    > * {\n      @include make-col-ready();\n    }\n  }\n}\n\n@if $enable-cssgrid {\n  .grid {\n    display: grid;\n    grid-template-rows: repeat(var(--#{$prefix}rows, 1), 1fr);\n    grid-template-columns: repeat(var(--#{$prefix}columns, #{$grid-columns}), 1fr);\n    gap: var(--#{$prefix}gap, #{$grid-gutter-width});\n\n    @include make-cssgrid();\n  }\n}\n\n\n// Columns\n//\n// Common styles for small and large grid columns\n\n@if $enable-grid-classes {\n  @include make-grid-columns();\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is an invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","//\n// Basic Bootstrap table\n//\n\n.table {\n  // Reset needed for nesting tables\n  --#{$prefix}table-color-type: initial;\n  --#{$prefix}table-bg-type: initial;\n  --#{$prefix}table-color-state: initial;\n  --#{$prefix}table-bg-state: initial;\n  // End of reset\n  --#{$prefix}table-color: #{$table-color};\n  --#{$prefix}table-bg: #{$table-bg};\n  --#{$prefix}table-border-color: #{$table-border-color};\n  --#{$prefix}table-accent-bg: #{$table-accent-bg};\n  --#{$prefix}table-striped-color: #{$table-striped-color};\n  --#{$prefix}table-striped-bg: #{$table-striped-bg};\n  --#{$prefix}table-active-color: #{$table-active-color};\n  --#{$prefix}table-active-bg: #{$table-active-bg};\n  --#{$prefix}table-hover-color: #{$table-hover-color};\n  --#{$prefix}table-hover-bg: #{$table-hover-bg};\n\n  width: 100%;\n  margin-bottom: $spacer;\n  vertical-align: $table-cell-vertical-align;\n  border-color: var(--#{$prefix}table-border-color);\n\n  // Target th & td\n  // We need the child combinator to prevent styles leaking to nested tables which doesn't have a `.table` class.\n  // We use the universal selectors here to simplify the selector (else we would need 6 different selectors).\n  // Another advantage is that this generates less code and makes the selector less specific making it easier to override.\n  // stylelint-disable-next-line selector-max-universal\n  > :not(caption) > * > * {\n    padding: $table-cell-padding-y $table-cell-padding-x;\n    // Following the precept of cascades: https://codepen.io/miriamsuzanne/full/vYNgodb\n    color: var(--#{$prefix}table-color-state, var(--#{$prefix}table-color-type, var(--#{$prefix}table-color)));\n    background-color: var(--#{$prefix}table-bg);\n    border-bottom-width: $table-border-width;\n    box-shadow: inset 0 0 0 9999px var(--#{$prefix}table-bg-state, var(--#{$prefix}table-bg-type, var(--#{$prefix}table-accent-bg)));\n  }\n\n  > tbody {\n    vertical-align: inherit;\n  }\n\n  > thead {\n    vertical-align: bottom;\n  }\n}\n\n.table-group-divider {\n  border-top: calc(#{$table-border-width} * 2) solid $table-group-separator-color; // stylelint-disable-line function-disallowed-list\n}\n\n//\n// Change placement of captions with a class\n//\n\n.caption-top {\n  caption-side: top;\n}\n\n\n//\n// Condensed table w/ half padding\n//\n\n.table-sm {\n  // stylelint-disable-next-line selector-max-universal\n  > :not(caption) > * > * {\n    padding: $table-cell-padding-y-sm $table-cell-padding-x-sm;\n  }\n}\n\n\n// Border versions\n//\n// Add or remove borders all around the table and between all the columns.\n//\n// When borders are added on all sides of the cells, the corners can render odd when\n// these borders do not have the same color or if they are semi-transparent.\n// Therefore we add top and border bottoms to the `tr`s and left and right borders\n// to the `td`s or `th`s\n\n.table-bordered {\n  > :not(caption) > * {\n    border-width: $table-border-width 0;\n\n    // stylelint-disable-next-line selector-max-universal\n    > * {\n      border-width: 0 $table-border-width;\n    }\n  }\n}\n\n.table-borderless {\n  // stylelint-disable-next-line selector-max-universal\n  > :not(caption) > * > * {\n    border-bottom-width: 0;\n  }\n\n  > :not(:first-child) {\n    border-top-width: 0;\n  }\n}\n\n// Zebra-striping\n//\n// Default zebra-stripe styles (alternating gray and transparent backgrounds)\n\n// For rows\n.table-striped {\n  > tbody > tr:nth-of-type(#{$table-striped-order}) > * {\n    --#{$prefix}table-color-type: var(--#{$prefix}table-striped-color);\n    --#{$prefix}table-bg-type: var(--#{$prefix}table-striped-bg);\n  }\n}\n\n// For columns\n.table-striped-columns {\n  > :not(caption) > tr > :nth-child(#{$table-striped-columns-order}) {\n    --#{$prefix}table-color-type: var(--#{$prefix}table-striped-color);\n    --#{$prefix}table-bg-type: var(--#{$prefix}table-striped-bg);\n  }\n}\n\n// Active table\n//\n// The `.table-active` class can be added to highlight rows or cells\n\n.table-active {\n  --#{$prefix}table-color-state: var(--#{$prefix}table-active-color);\n  --#{$prefix}table-bg-state: var(--#{$prefix}table-active-bg);\n}\n\n// Hover effect\n//\n// Placed here since it has to come after the potential zebra striping\n\n.table-hover {\n  > tbody > tr:hover > * {\n    --#{$prefix}table-color-state: var(--#{$prefix}table-hover-color);\n    --#{$prefix}table-bg-state: var(--#{$prefix}table-hover-bg);\n  }\n}\n\n\n// Table variants\n//\n// Table variants set the table cell backgrounds, border colors\n// and the colors of the striped, hovered & active tables\n\n@each $color, $value in $table-variants {\n  @include table-variant($color, $value);\n}\n\n// Responsive tables\n//\n// Generate series of `.table-responsive-*` classes for configuring the screen\n// size of where your table will overflow.\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n  @include media-breakpoint-down($breakpoint) {\n    .table-responsive#{$infix} {\n      overflow-x: auto;\n      -webkit-overflow-scrolling: touch;\n    }\n  }\n}\n","// scss-docs-start table-variant\n@mixin table-variant($state, $background) {\n  .table-#{$state} {\n    $color: color-contrast(opaque($body-bg, $background));\n    $hover-bg: mix($color, $background, percentage($table-hover-bg-factor));\n    $striped-bg: mix($color, $background, percentage($table-striped-bg-factor));\n    $active-bg: mix($color, $background, percentage($table-active-bg-factor));\n    $table-border-color: mix($color, $background, percentage($table-border-factor));\n\n    --#{$prefix}table-color: #{$color};\n    --#{$prefix}table-bg: #{$background};\n    --#{$prefix}table-border-color: #{$table-border-color};\n    --#{$prefix}table-striped-bg: #{$striped-bg};\n    --#{$prefix}table-striped-color: #{color-contrast($striped-bg)};\n    --#{$prefix}table-active-bg: #{$active-bg};\n    --#{$prefix}table-active-color: #{color-contrast($active-bg)};\n    --#{$prefix}table-hover-bg: #{$hover-bg};\n    --#{$prefix}table-hover-color: #{color-contrast($hover-bg)};\n\n    color: var(--#{$prefix}table-color);\n    border-color: var(--#{$prefix}table-border-color);\n  }\n}\n// scss-docs-end table-variant\n","//\n// Labels\n//\n\n.form-label {\n  margin-bottom: $form-label-margin-bottom;\n  @include font-size($form-label-font-size);\n  font-style: $form-label-font-style;\n  font-weight: $form-label-font-weight;\n  color: $form-label-color;\n}\n\n// For use with horizontal and inline forms, when you need the label (or legend)\n// text to align with the form controls.\n.col-form-label {\n  padding-top: add($input-padding-y, $input-border-width);\n  padding-bottom: add($input-padding-y, $input-border-width);\n  margin-bottom: 0; // Override the `<legend>` default\n  @include font-size(inherit); // Override the `<legend>` default\n  font-style: $form-label-font-style;\n  font-weight: $form-label-font-weight;\n  line-height: $input-line-height;\n  color: $form-label-color;\n}\n\n.col-form-label-lg {\n  padding-top: add($input-padding-y-lg, $input-border-width);\n  padding-bottom: add($input-padding-y-lg, $input-border-width);\n  @include font-size($input-font-size-lg);\n}\n\n.col-form-label-sm {\n  padding-top: add($input-padding-y-sm, $input-border-width);\n  padding-bottom: add($input-padding-y-sm, $input-border-width);\n  @include font-size($input-font-size-sm);\n}\n","//\n// Form text\n//\n\n.form-text {\n  margin-top: $form-text-margin-top;\n  @include font-size($form-text-font-size);\n  font-style: $form-text-font-style;\n  font-weight: $form-text-font-weight;\n  color: $form-text-color;\n}\n","//\n// General form controls (plus a few specific high-level interventions)\n//\n\n.form-control {\n  display: block;\n  width: 100%;\n  padding: $input-padding-y $input-padding-x;\n  font-family: $input-font-family;\n  @include font-size($input-font-size);\n  font-weight: $input-font-weight;\n  line-height: $input-line-height;\n  color: $input-color;\n  appearance: none; // Fix appearance for date inputs in Safari\n  background-color: $input-bg;\n  background-clip: padding-box;\n  border: $input-border-width solid $input-border-color;\n\n  // Note: This has no effect on <select>s in some browsers, due to the limited stylability of `<select>`s in CSS.\n  @include border-radius($input-border-radius, 0);\n\n  @include box-shadow($input-box-shadow);\n  @include transition($input-transition);\n\n  &[type=\"file\"] {\n    overflow: hidden; // prevent pseudo element button overlap\n\n    &:not(:disabled):not([readonly]) {\n      cursor: pointer;\n    }\n  }\n\n  // Customize the `:focus` state to imitate native WebKit styles.\n  &:focus {\n    color: $input-focus-color;\n    background-color: $input-focus-bg;\n    border-color: $input-focus-border-color;\n    outline: 0;\n    @if $enable-shadows {\n      @include box-shadow($input-box-shadow, $input-focus-box-shadow);\n    } @else {\n      // Avoid using mixin so we can pass custom focus shadow properly\n      box-shadow: $input-focus-box-shadow;\n    }\n  }\n\n  &::-webkit-date-and-time-value {\n    // On Android Chrome, form-control's \"width: 100%\" makes the input width too small\n    // Tested under Android 11 / Chrome 89, Android 12 / Chrome 100, Android 13 / Chrome 109\n    //\n    // On iOS Safari, form-control's \"appearance: none\" + \"width: 100%\" makes the input width too small\n    // Tested under iOS 16.2 / Safari 16.2\n    min-width: 85px; // Seems to be a good minimum safe width\n\n    // Add some height to date inputs on iOS\n    // https://github.com/twbs/bootstrap/issues/23307\n    // TODO: we can remove this workaround once https://bugs.webkit.org/show_bug.cgi?id=198959 is resolved\n    // Multiply line-height by 1em if it has no unit\n    height: if(unit($input-line-height) == \"\", $input-line-height * 1em, $input-line-height);\n\n    // Android Chrome type=\"date\" is taller than the other inputs\n    // because of \"margin: 1px 24px 1px 4px\" inside the shadow DOM\n    // Tested under Android 11 / Chrome 89, Android 12 / Chrome 100, Android 13 / Chrome 109\n    margin: 0;\n  }\n\n  // Prevent excessive date input height in Webkit\n  // https://github.com/twbs/bootstrap/issues/34433\n  &::-webkit-datetime-edit {\n    display: block;\n    padding: 0;\n  }\n\n  // Placeholder\n  &::placeholder {\n    color: $input-placeholder-color;\n    // Override Firefox's unusual default opacity; see https://github.com/twbs/bootstrap/pull/11526.\n    opacity: 1;\n  }\n\n  // Disabled inputs\n  //\n  // HTML5 says that controls under a fieldset > legend:first-child won't be\n  // disabled if the fieldset is disabled. Due to implementation difficulty, we\n  // don't honor that edge case; we style them as disabled anyway.\n  &:disabled {\n    color: $input-disabled-color;\n    background-color: $input-disabled-bg;\n    border-color: $input-disabled-border-color;\n    // iOS fix for unreadable disabled content; see https://github.com/twbs/bootstrap/issues/11655.\n    opacity: 1;\n  }\n\n  // File input buttons theming\n  &::file-selector-button {\n    padding: $input-padding-y $input-padding-x;\n    margin: (-$input-padding-y) (-$input-padding-x);\n    margin-inline-end: $input-padding-x;\n    color: $form-file-button-color;\n    @include gradient-bg($form-file-button-bg);\n    pointer-events: none;\n    border-color: inherit;\n    border-style: solid;\n    border-width: 0;\n    border-inline-end-width: $input-border-width;\n    border-radius: 0; // stylelint-disable-line property-disallowed-list\n    @include transition($btn-transition);\n  }\n\n  &:hover:not(:disabled):not([readonly])::file-selector-button {\n    background-color: $form-file-button-hover-bg;\n  }\n}\n\n// Readonly controls as plain text\n//\n// Apply class to a readonly input to make it appear like regular plain\n// text (without any border, background color, focus indicator)\n\n.form-control-plaintext {\n  display: block;\n  width: 100%;\n  padding: $input-padding-y 0;\n  margin-bottom: 0; // match inputs if this class comes on inputs with default margins\n  line-height: $input-line-height;\n  color: $input-plaintext-color;\n  background-color: transparent;\n  border: solid transparent;\n  border-width: $input-border-width 0;\n\n  &:focus {\n    outline: 0;\n  }\n\n  &.form-control-sm,\n  &.form-control-lg {\n    padding-right: 0;\n    padding-left: 0;\n  }\n}\n\n// Form control sizing\n//\n// Build on `.form-control` with modifier classes to decrease or increase the\n// height and font-size of form controls.\n//\n// Repeated in `_input_group.scss` to avoid Sass extend issues.\n\n.form-control-sm {\n  min-height: $input-height-sm;\n  padding: $input-padding-y-sm $input-padding-x-sm;\n  @include font-size($input-font-size-sm);\n  @include border-radius($input-border-radius-sm);\n\n  &::file-selector-button {\n    padding: $input-padding-y-sm $input-padding-x-sm;\n    margin: (-$input-padding-y-sm) (-$input-padding-x-sm);\n    margin-inline-end: $input-padding-x-sm;\n  }\n}\n\n.form-control-lg {\n  min-height: $input-height-lg;\n  padding: $input-padding-y-lg $input-padding-x-lg;\n  @include font-size($input-font-size-lg);\n  @include border-radius($input-border-radius-lg);\n\n  &::file-selector-button {\n    padding: $input-padding-y-lg $input-padding-x-lg;\n    margin: (-$input-padding-y-lg) (-$input-padding-x-lg);\n    margin-inline-end: $input-padding-x-lg;\n  }\n}\n\n// Make sure textareas don't shrink too much when resized\n// https://github.com/twbs/bootstrap/pull/29124\n// stylelint-disable selector-no-qualifying-type\ntextarea {\n  &.form-control {\n    min-height: $input-height;\n  }\n\n  &.form-control-sm {\n    min-height: $input-height-sm;\n  }\n\n  &.form-control-lg {\n    min-height: $input-height-lg;\n  }\n}\n// stylelint-enable selector-no-qualifying-type\n\n.form-control-color {\n  width: $form-color-width;\n  height: $input-height;\n  padding: $input-padding-y;\n\n  &:not(:disabled):not([readonly]) {\n    cursor: pointer;\n  }\n\n  &::-moz-color-swatch {\n    border: 0 !important; // stylelint-disable-line declaration-no-important\n    @include border-radius($input-border-radius);\n  }\n\n  &::-webkit-color-swatch {\n    border: 0 !important; // stylelint-disable-line declaration-no-important\n    @include border-radius($input-border-radius);\n  }\n\n  &.form-control-sm { height: $input-height-sm; }\n  &.form-control-lg { height: $input-height-lg; }\n}\n","// stylelint-disable property-disallowed-list\n@mixin transition($transition...) {\n  @if length($transition) == 0 {\n    $transition: $transition-base;\n  }\n\n  @if length($transition) > 1 {\n    @each $value in $transition {\n      @if $value == null or $value == none {\n        @warn \"The keyword 'none' or 'null' must be used as a single argument.\";\n      }\n    }\n  }\n\n  @if $enable-transitions {\n    @if nth($transition, 1) != null {\n      transition: $transition;\n    }\n\n    @if $enable-reduced-motion and nth($transition, 1) != null and nth($transition, 1) != none {\n      @media (prefers-reduced-motion: reduce) {\n        transition: none;\n      }\n    }\n  }\n}\n","// Gradients\n\n// scss-docs-start gradient-bg-mixin\n@mixin gradient-bg($color: null) {\n  background-color: $color;\n\n  @if $enable-gradients {\n    background-image: var(--#{$prefix}gradient);\n  }\n}\n// scss-docs-end gradient-bg-mixin\n\n// scss-docs-start gradient-mixins\n// Horizontal gradient, from left to right\n//\n// Creates two color stops, start and end, by specifying a color and position for each color stop.\n@mixin gradient-x($start-color: $gray-700, $end-color: $gray-800, $start-percent: 0%, $end-percent: 100%) {\n  background-image: linear-gradient(to right, $start-color $start-percent, $end-color $end-percent);\n}\n\n// Vertical gradient, from top to bottom\n//\n// Creates two color stops, start and end, by specifying a color and position for each color stop.\n@mixin gradient-y($start-color: $gray-700, $end-color: $gray-800, $start-percent: null, $end-percent: null) {\n  background-image: linear-gradient(to bottom, $start-color $start-percent, $end-color $end-percent);\n}\n\n@mixin gradient-directional($start-color: $gray-700, $end-color: $gray-800, $deg: 45deg) {\n  background-image: linear-gradient($deg, $start-color, $end-color);\n}\n\n@mixin gradient-x-three-colors($start-color: $blue, $mid-color: $purple, $color-stop: 50%, $end-color: $red) {\n  background-image: linear-gradient(to right, $start-color, $mid-color $color-stop, $end-color);\n}\n\n@mixin gradient-y-three-colors($start-color: $blue, $mid-color: $purple, $color-stop: 50%, $end-color: $red) {\n  background-image: linear-gradient($start-color, $mid-color $color-stop, $end-color);\n}\n\n@mixin gradient-radial($inner-color: $gray-700, $outer-color: $gray-800) {\n  background-image: radial-gradient(circle, $inner-color, $outer-color);\n}\n\n@mixin gradient-striped($color: rgba($white, .15), $angle: 45deg) {\n  background-image: linear-gradient($angle, $color 25%, transparent 25%, transparent 50%, $color 50%, $color 75%, transparent 75%, transparent);\n}\n// scss-docs-end gradient-mixins\n","// Select\n//\n// Replaces the browser default select with a custom one, mostly pulled from\n// https://primer.github.io/.\n\n.form-select {\n  --#{$prefix}form-select-bg-img: #{escape-svg($form-select-indicator)};\n\n  display: block;\n  width: 100%;\n  padding: $form-select-padding-y $form-select-indicator-padding $form-select-padding-y $form-select-padding-x;\n  font-family: $form-select-font-family;\n  @include font-size($form-select-font-size);\n  font-weight: $form-select-font-weight;\n  line-height: $form-select-line-height;\n  color: $form-select-color;\n  appearance: none;\n  background-color: $form-select-bg;\n  background-image: var(--#{$prefix}form-select-bg-img), var(--#{$prefix}form-select-bg-icon, none);\n  background-repeat: no-repeat;\n  background-position: $form-select-bg-position;\n  background-size: $form-select-bg-size;\n  border: $form-select-border-width solid $form-select-border-color;\n  @include border-radius($form-select-border-radius, 0);\n  @include box-shadow($form-select-box-shadow);\n  @include transition($form-select-transition);\n\n  &:focus {\n    border-color: $form-select-focus-border-color;\n    outline: 0;\n    @if $enable-shadows {\n      @include box-shadow($form-select-box-shadow, $form-select-focus-box-shadow);\n    } @else {\n      // Avoid using mixin so we can pass custom focus shadow properly\n      box-shadow: $form-select-focus-box-shadow;\n    }\n  }\n\n  &[multiple],\n  &[size]:not([size=\"1\"]) {\n    padding-right: $form-select-padding-x;\n    background-image: none;\n  }\n\n  &:disabled {\n    color: $form-select-disabled-color;\n    background-color: $form-select-disabled-bg;\n    border-color: $form-select-disabled-border-color;\n  }\n\n  // Remove outline from select box in FF\n  &:-moz-focusring {\n    color: transparent;\n    text-shadow: 0 0 0 $form-select-color;\n  }\n}\n\n.form-select-sm {\n  padding-top: $form-select-padding-y-sm;\n  padding-bottom: $form-select-padding-y-sm;\n  padding-left: $form-select-padding-x-sm;\n  @include font-size($form-select-font-size-sm);\n  @include border-radius($form-select-border-radius-sm);\n}\n\n.form-select-lg {\n  padding-top: $form-select-padding-y-lg;\n  padding-bottom: $form-select-padding-y-lg;\n  padding-left: $form-select-padding-x-lg;\n  @include font-size($form-select-font-size-lg);\n  @include border-radius($form-select-border-radius-lg);\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .form-select {\n      --#{$prefix}form-select-bg-img: #{escape-svg($form-select-indicator-dark)};\n    }\n  }\n}\n","//\n// Check/radio\n//\n\n.form-check {\n  display: block;\n  min-height: $form-check-min-height;\n  padding-left: $form-check-padding-start;\n  margin-bottom: $form-check-margin-bottom;\n\n  .form-check-input {\n    float: left;\n    margin-left: $form-check-padding-start * -1;\n  }\n}\n\n.form-check-reverse {\n  padding-right: $form-check-padding-start;\n  padding-left: 0;\n  text-align: right;\n\n  .form-check-input {\n    float: right;\n    margin-right: $form-check-padding-start * -1;\n    margin-left: 0;\n  }\n}\n\n.form-check-input {\n  --#{$prefix}form-check-bg: #{$form-check-input-bg};\n\n  flex-shrink: 0;\n  width: $form-check-input-width;\n  height: $form-check-input-width;\n  margin-top: ($line-height-base - $form-check-input-width) * .5; // line-height minus check height\n  vertical-align: top;\n  appearance: none;\n  background-color: var(--#{$prefix}form-check-bg);\n  background-image: var(--#{$prefix}form-check-bg-image);\n  background-repeat: no-repeat;\n  background-position: center;\n  background-size: contain;\n  border: $form-check-input-border;\n  print-color-adjust: exact; // Keep themed appearance for print\n  @include transition($form-check-transition);\n\n  &[type=\"checkbox\"] {\n    @include border-radius($form-check-input-border-radius);\n  }\n\n  &[type=\"radio\"] {\n    // stylelint-disable-next-line property-disallowed-list\n    border-radius: $form-check-radio-border-radius;\n  }\n\n  &:active {\n    filter: $form-check-input-active-filter;\n  }\n\n  &:focus {\n    border-color: $form-check-input-focus-border;\n    outline: 0;\n    box-shadow: $form-check-input-focus-box-shadow;\n  }\n\n  &:checked {\n    background-color: $form-check-input-checked-bg-color;\n    border-color: $form-check-input-checked-border-color;\n\n    &[type=\"checkbox\"] {\n      @if $enable-gradients {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-checked-bg-image)}, var(--#{$prefix}gradient);\n      } @else {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-checked-bg-image)};\n      }\n    }\n\n    &[type=\"radio\"] {\n      @if $enable-gradients {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-radio-checked-bg-image)}, var(--#{$prefix}gradient);\n      } @else {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-radio-checked-bg-image)};\n      }\n    }\n  }\n\n  &[type=\"checkbox\"]:indeterminate {\n    background-color: $form-check-input-indeterminate-bg-color;\n    border-color: $form-check-input-indeterminate-border-color;\n\n    @if $enable-gradients {\n      --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-indeterminate-bg-image)}, var(--#{$prefix}gradient);\n    } @else {\n      --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-indeterminate-bg-image)};\n    }\n  }\n\n  &:disabled {\n    pointer-events: none;\n    filter: none;\n    opacity: $form-check-input-disabled-opacity;\n  }\n\n  // Use disabled attribute in addition of :disabled pseudo-class\n  // See: https://github.com/twbs/bootstrap/issues/28247\n  &[disabled],\n  &:disabled {\n    ~ .form-check-label {\n      cursor: default;\n      opacity: $form-check-label-disabled-opacity;\n    }\n  }\n}\n\n.form-check-label {\n  color: $form-check-label-color;\n  cursor: $form-check-label-cursor;\n}\n\n//\n// Switch\n//\n\n.form-switch {\n  padding-left: $form-switch-padding-start;\n\n  .form-check-input {\n    --#{$prefix}form-switch-bg: #{escape-svg($form-switch-bg-image)};\n\n    width: $form-switch-width;\n    margin-left: $form-switch-padding-start * -1;\n    background-image: var(--#{$prefix}form-switch-bg);\n    background-position: left center;\n    @include border-radius($form-switch-border-radius, 0);\n    @include transition($form-switch-transition);\n\n    &:focus {\n      --#{$prefix}form-switch-bg: #{escape-svg($form-switch-focus-bg-image)};\n    }\n\n    &:checked {\n      background-position: $form-switch-checked-bg-position;\n\n      @if $enable-gradients {\n        --#{$prefix}form-switch-bg: #{escape-svg($form-switch-checked-bg-image)}, var(--#{$prefix}gradient);\n      } @else {\n        --#{$prefix}form-switch-bg: #{escape-svg($form-switch-checked-bg-image)};\n      }\n    }\n  }\n\n  &.form-check-reverse {\n    padding-right: $form-switch-padding-start;\n    padding-left: 0;\n\n    .form-check-input {\n      margin-right: $form-switch-padding-start * -1;\n      margin-left: 0;\n    }\n  }\n}\n\n.form-check-inline {\n  display: inline-block;\n  margin-right: $form-check-inline-margin-end;\n}\n\n.btn-check {\n  position: absolute;\n  clip: rect(0, 0, 0, 0);\n  pointer-events: none;\n\n  &[disabled],\n  &:disabled {\n    + .btn {\n      pointer-events: none;\n      filter: none;\n      opacity: $form-check-btn-check-disabled-opacity;\n    }\n  }\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .form-switch .form-check-input:not(:checked):not(:focus) {\n      --#{$prefix}form-switch-bg: #{escape-svg($form-switch-bg-image-dark)};\n    }\n  }\n}\n","// Range\n//\n// Style range inputs the same across browsers. Vendor-specific rules for pseudo\n// elements cannot be mixed. As such, there are no shared styles for focus or\n// active states on prefixed selectors.\n\n.form-range {\n  width: 100%;\n  height: add($form-range-thumb-height, $form-range-thumb-focus-box-shadow-width * 2);\n  padding: 0; // Need to reset padding\n  appearance: none;\n  background-color: transparent;\n\n  &:focus {\n    outline: 0;\n\n    // Pseudo-elements must be split across multiple rulesets to have an effect.\n    // No box-shadow() mixin for focus accessibility.\n    &::-webkit-slider-thumb { box-shadow: $form-range-thumb-focus-box-shadow; }\n    &::-moz-range-thumb     { box-shadow: $form-range-thumb-focus-box-shadow; }\n  }\n\n  &::-moz-focus-outer {\n    border: 0;\n  }\n\n  &::-webkit-slider-thumb {\n    width: $form-range-thumb-width;\n    height: $form-range-thumb-height;\n    margin-top: ($form-range-track-height - $form-range-thumb-height) * .5; // Webkit specific\n    appearance: none;\n    @include gradient-bg($form-range-thumb-bg);\n    border: $form-range-thumb-border;\n    @include border-radius($form-range-thumb-border-radius);\n    @include box-shadow($form-range-thumb-box-shadow);\n    @include transition($form-range-thumb-transition);\n\n    &:active {\n      @include gradient-bg($form-range-thumb-active-bg);\n    }\n  }\n\n  &::-webkit-slider-runnable-track {\n    width: $form-range-track-width;\n    height: $form-range-track-height;\n    color: transparent; // Why?\n    cursor: $form-range-track-cursor;\n    background-color: $form-range-track-bg;\n    border-color: transparent;\n    @include border-radius($form-range-track-border-radius);\n    @include box-shadow($form-range-track-box-shadow);\n  }\n\n  &::-moz-range-thumb {\n    width: $form-range-thumb-width;\n    height: $form-range-thumb-height;\n    appearance: none;\n    @include gradient-bg($form-range-thumb-bg);\n    border: $form-range-thumb-border;\n    @include border-radius($form-range-thumb-border-radius);\n    @include box-shadow($form-range-thumb-box-shadow);\n    @include transition($form-range-thumb-transition);\n\n    &:active {\n      @include gradient-bg($form-range-thumb-active-bg);\n    }\n  }\n\n  &::-moz-range-track {\n    width: $form-range-track-width;\n    height: $form-range-track-height;\n    color: transparent;\n    cursor: $form-range-track-cursor;\n    background-color: $form-range-track-bg;\n    border-color: transparent; // Firefox specific?\n    @include border-radius($form-range-track-border-radius);\n    @include box-shadow($form-range-track-box-shadow);\n  }\n\n  &:disabled {\n    pointer-events: none;\n\n    &::-webkit-slider-thumb {\n      background-color: $form-range-thumb-disabled-bg;\n    }\n\n    &::-moz-range-thumb {\n      background-color: $form-range-thumb-disabled-bg;\n    }\n  }\n}\n",".form-floating {\n  position: relative;\n\n  > .form-control,\n  > .form-control-plaintext,\n  > .form-select {\n    height: $form-floating-height;\n    min-height: $form-floating-height;\n    line-height: $form-floating-line-height;\n  }\n\n  > label {\n    position: absolute;\n    top: 0;\n    left: 0;\n    z-index: 2;\n    height: 100%; // allow textareas\n    padding: $form-floating-padding-y $form-floating-padding-x;\n    overflow: hidden;\n    text-align: start;\n    text-overflow: ellipsis;\n    white-space: nowrap;\n    pointer-events: none;\n    border: $input-border-width solid transparent; // Required for aligning label's text with the input as it affects inner box model\n    transform-origin: 0 0;\n    @include transition($form-floating-transition);\n  }\n\n  > .form-control,\n  > .form-control-plaintext {\n    padding: $form-floating-padding-y $form-floating-padding-x;\n\n    &::placeholder {\n      color: transparent;\n    }\n\n    &:focus,\n    &:not(:placeholder-shown) {\n      padding-top: $form-floating-input-padding-t;\n      padding-bottom: $form-floating-input-padding-b;\n    }\n    // Duplicated because `:-webkit-autofill` invalidates other selectors when grouped\n    &:-webkit-autofill {\n      padding-top: $form-floating-input-padding-t;\n      padding-bottom: $form-floating-input-padding-b;\n    }\n  }\n\n  > .form-select {\n    padding-top: $form-floating-input-padding-t;\n    padding-bottom: $form-floating-input-padding-b;\n  }\n\n  > .form-control:focus,\n  > .form-control:not(:placeholder-shown),\n  > .form-control-plaintext,\n  > .form-select {\n    ~ label {\n      color: rgba(var(--#{$prefix}body-color-rgb), #{$form-floating-label-opacity});\n      transform: $form-floating-label-transform;\n\n      &::after {\n        position: absolute;\n        inset: $form-floating-padding-y ($form-floating-padding-x * .5);\n        z-index: -1;\n        height: $form-floating-label-height;\n        content: \"\";\n        background-color: $input-bg;\n        @include border-radius($input-border-radius);\n      }\n    }\n  }\n  // Duplicated because `:-webkit-autofill` invalidates other selectors when grouped\n  > .form-control:-webkit-autofill {\n    ~ label {\n      color: rgba(var(--#{$prefix}body-color-rgb), #{$form-floating-label-opacity});\n      transform: $form-floating-label-transform;\n    }\n  }\n\n  > .form-control-plaintext {\n    ~ label {\n      border-width: $input-border-width 0; // Required to properly position label text - as explained above\n    }\n  }\n\n  > :disabled ~ label,\n  > .form-control:disabled ~ label { // Required for `.form-control`s because of specificity\n    color: $form-floating-label-disabled-color;\n\n    &::after {\n      background-color: $input-disabled-bg;\n    }\n  }\n}\n","//\n// Base styles\n//\n\n.input-group {\n  position: relative;\n  display: flex;\n  flex-wrap: wrap; // For form validation feedback\n  align-items: stretch;\n  width: 100%;\n\n  > .form-control,\n  > .form-select,\n  > .form-floating {\n    position: relative; // For focus state's z-index\n    flex: 1 1 auto;\n    width: 1%;\n    min-width: 0; // https://stackoverflow.com/questions/36247140/why-dont-flex-items-shrink-past-content-size\n  }\n\n  // Bring the \"active\" form control to the top of surrounding elements\n  > .form-control:focus,\n  > .form-select:focus,\n  > .form-floating:focus-within {\n    z-index: 5;\n  }\n\n  // Ensure buttons are always above inputs for more visually pleasing borders.\n  // This isn't needed for `.input-group-text` since it shares the same border-color\n  // as our inputs.\n  .btn {\n    position: relative;\n    z-index: 2;\n\n    &:focus {\n      z-index: 5;\n    }\n  }\n}\n\n\n// Textual addons\n//\n// Serves as a catch-all element for any text or radio/checkbox input you wish\n// to prepend or append to an input.\n\n.input-group-text {\n  display: flex;\n  align-items: center;\n  padding: $input-group-addon-padding-y $input-group-addon-padding-x;\n  @include font-size($input-font-size); // Match inputs\n  font-weight: $input-group-addon-font-weight;\n  line-height: $input-line-height;\n  color: $input-group-addon-color;\n  text-align: center;\n  white-space: nowrap;\n  background-color: $input-group-addon-bg;\n  border: $input-border-width solid $input-group-addon-border-color;\n  @include border-radius($input-border-radius);\n}\n\n\n// Sizing\n//\n// Remix the default form control sizing classes into new ones for easier\n// manipulation.\n\n.input-group-lg > .form-control,\n.input-group-lg > .form-select,\n.input-group-lg > .input-group-text,\n.input-group-lg > .btn {\n  padding: $input-padding-y-lg $input-padding-x-lg;\n  @include font-size($input-font-size-lg);\n  @include border-radius($input-border-radius-lg);\n}\n\n.input-group-sm > .form-control,\n.input-group-sm > .form-select,\n.input-group-sm > .input-group-text,\n.input-group-sm > .btn {\n  padding: $input-padding-y-sm $input-padding-x-sm;\n  @include font-size($input-font-size-sm);\n  @include border-radius($input-border-radius-sm);\n}\n\n.input-group-lg > .form-select,\n.input-group-sm > .form-select {\n  padding-right: $form-select-padding-x + $form-select-indicator-padding;\n}\n\n\n// Rounded corners\n//\n// These rulesets must come after the sizing ones to properly override sm and lg\n// border-radius values when extending. They're more specific than we'd like\n// with the `.input-group >` part, but without it, we cannot override the sizing.\n\n// stylelint-disable-next-line no-duplicate-selectors\n.input-group {\n  &:not(.has-validation) {\n    > :not(:last-child):not(.dropdown-toggle):not(.dropdown-menu):not(.form-floating),\n    > .dropdown-toggle:nth-last-child(n + 3),\n    > .form-floating:not(:last-child) > .form-control,\n    > .form-floating:not(:last-child) > .form-select {\n      @include border-end-radius(0);\n    }\n  }\n\n  &.has-validation {\n    > :nth-last-child(n + 3):not(.dropdown-toggle):not(.dropdown-menu):not(.form-floating),\n    > .dropdown-toggle:nth-last-child(n + 4),\n    > .form-floating:nth-last-child(n + 3) > .form-control,\n    > .form-floating:nth-last-child(n + 3) > .form-select {\n      @include border-end-radius(0);\n    }\n  }\n\n  $validation-messages: \"\";\n  @each $state in map-keys($form-validation-states) {\n    $validation-messages: $validation-messages + \":not(.\" + unquote($state) + \"-tooltip)\" + \":not(.\" + unquote($state) + \"-feedback)\";\n  }\n\n  > :not(:first-child):not(.dropdown-menu)#{$validation-messages} {\n    margin-left: calc(#{$input-border-width} * -1); // stylelint-disable-line function-disallowed-list\n    @include border-start-radius(0);\n  }\n\n  > .form-floating:not(:first-child) > .form-control,\n  > .form-floating:not(:first-child) > .form-select {\n    @include border-start-radius(0);\n  }\n}\n","// This mixin uses an `if()` technique to be compatible with Dart Sass\n// See https://github.com/sass/sass/issues/1873#issuecomment-152293725 for more details\n\n// scss-docs-start form-validation-mixins\n@mixin form-validation-state-selector($state) {\n  @if ($state == \"valid\" or $state == \"invalid\") {\n    .was-validated #{if(&, \"&\", \"\")}:#{$state},\n    #{if(&, \"&\", \"\")}.is-#{$state} {\n      @content;\n    }\n  } @else {\n    #{if(&, \"&\", \"\")}.is-#{$state} {\n      @content;\n    }\n  }\n}\n\n@mixin form-validation-state(\n  $state,\n  $color,\n  $icon,\n  $tooltip-color: color-contrast($color),\n  $tooltip-bg-color: rgba($color, $form-feedback-tooltip-opacity),\n  $focus-box-shadow: 0 0 $input-btn-focus-blur $input-focus-width rgba($color, $input-btn-focus-color-opacity),\n  $border-color: $color\n) {\n  .#{$state}-feedback {\n    display: none;\n    width: 100%;\n    margin-top: $form-feedback-margin-top;\n    @include font-size($form-feedback-font-size);\n    font-style: $form-feedback-font-style;\n    color: $color;\n  }\n\n  .#{$state}-tooltip {\n    position: absolute;\n    top: 100%;\n    z-index: 5;\n    display: none;\n    max-width: 100%; // Contain to parent when possible\n    padding: $form-feedback-tooltip-padding-y $form-feedback-tooltip-padding-x;\n    margin-top: .1rem;\n    @include font-size($form-feedback-tooltip-font-size);\n    line-height: $form-feedback-tooltip-line-height;\n    color: $tooltip-color;\n    background-color: $tooltip-bg-color;\n    @include border-radius($form-feedback-tooltip-border-radius);\n  }\n\n  @include form-validation-state-selector($state) {\n    ~ .#{$state}-feedback,\n    ~ .#{$state}-tooltip {\n      display: block;\n    }\n  }\n\n  .form-control {\n    @include form-validation-state-selector($state) {\n      border-color: $border-color;\n\n      @if $enable-validation-icons {\n        padding-right: $input-height-inner;\n        background-image: escape-svg($icon);\n        background-repeat: no-repeat;\n        background-position: right $input-height-inner-quarter center;\n        background-size: $input-height-inner-half $input-height-inner-half;\n      }\n\n      &:focus {\n        border-color: $border-color;\n        @if $enable-shadows {\n          @include box-shadow($input-box-shadow, $focus-box-shadow);\n        } @else {\n          // Avoid using mixin so we can pass custom focus shadow properly\n          box-shadow: $focus-box-shadow;\n        }\n      }\n    }\n  }\n\n  // stylelint-disable-next-line selector-no-qualifying-type\n  textarea.form-control {\n    @include form-validation-state-selector($state) {\n      @if $enable-validation-icons {\n        padding-right: $input-height-inner;\n        background-position: top $input-height-inner-quarter right $input-height-inner-quarter;\n      }\n    }\n  }\n\n  .form-select {\n    @include form-validation-state-selector($state) {\n      border-color: $border-color;\n\n      @if $enable-validation-icons {\n        &:not([multiple]):not([size]),\n        &:not([multiple])[size=\"1\"] {\n          --#{$prefix}form-select-bg-icon: #{escape-svg($icon)};\n          padding-right: $form-select-feedback-icon-padding-end;\n          background-position: $form-select-bg-position, $form-select-feedback-icon-position;\n          background-size: $form-select-bg-size, $form-select-feedback-icon-size;\n        }\n      }\n\n      &:focus {\n        border-color: $border-color;\n        @if $enable-shadows {\n          @include box-shadow($form-select-box-shadow, $focus-box-shadow);\n        } @else {\n          // Avoid using mixin so we can pass custom focus shadow properly\n          box-shadow: $focus-box-shadow;\n        }\n      }\n    }\n  }\n\n  .form-control-color {\n    @include form-validation-state-selector($state) {\n      @if $enable-validation-icons {\n        width: add($form-color-width, $input-height-inner);\n      }\n    }\n  }\n\n  .form-check-input {\n    @include form-validation-state-selector($state) {\n      border-color: $border-color;\n\n      &:checked {\n        background-color: $color;\n      }\n\n      &:focus {\n        box-shadow: $focus-box-shadow;\n      }\n\n      ~ .form-check-label {\n        color: $color;\n      }\n    }\n  }\n  .form-check-inline .form-check-input {\n    ~ .#{$state}-feedback {\n      margin-left: .5em;\n    }\n  }\n\n  .input-group {\n    > .form-control:not(:focus),\n    > .form-select:not(:focus),\n    > .form-floating:not(:focus-within) {\n      @include form-validation-state-selector($state) {\n        @if $state == \"valid\" {\n          z-index: 3;\n        } @else if $state == \"invalid\" {\n          z-index: 4;\n        }\n      }\n    }\n  }\n}\n// scss-docs-end form-validation-mixins\n","//\n// Base styles\n//\n\n.btn {\n  // scss-docs-start btn-css-vars\n  --#{$prefix}btn-padding-x: #{$btn-padding-x};\n  --#{$prefix}btn-padding-y: #{$btn-padding-y};\n  --#{$prefix}btn-font-family: #{$btn-font-family};\n  @include rfs($btn-font-size, --#{$prefix}btn-font-size);\n  --#{$prefix}btn-font-weight: #{$btn-font-weight};\n  --#{$prefix}btn-line-height: #{$btn-line-height};\n  --#{$prefix}btn-color: #{$btn-color};\n  --#{$prefix}btn-bg: transparent;\n  --#{$prefix}btn-border-width: #{$btn-border-width};\n  --#{$prefix}btn-border-color: transparent;\n  --#{$prefix}btn-border-radius: #{$btn-border-radius};\n  --#{$prefix}btn-hover-border-color: transparent;\n  --#{$prefix}btn-box-shadow: #{$btn-box-shadow};\n  --#{$prefix}btn-disabled-opacity: #{$btn-disabled-opacity};\n  --#{$prefix}btn-focus-box-shadow: 0 0 0 #{$btn-focus-width} rgba(var(--#{$prefix}btn-focus-shadow-rgb), .5);\n  // scss-docs-end btn-css-vars\n\n  display: inline-block;\n  padding: var(--#{$prefix}btn-padding-y) var(--#{$prefix}btn-padding-x);\n  font-family: var(--#{$prefix}btn-font-family);\n  @include font-size(var(--#{$prefix}btn-font-size));\n  font-weight: var(--#{$prefix}btn-font-weight);\n  line-height: var(--#{$prefix}btn-line-height);\n  color: var(--#{$prefix}btn-color);\n  text-align: center;\n  text-decoration: if($link-decoration == none, null, none);\n  white-space: $btn-white-space;\n  vertical-align: middle;\n  cursor: if($enable-button-pointers, pointer, null);\n  user-select: none;\n  border: var(--#{$prefix}btn-border-width) solid var(--#{$prefix}btn-border-color);\n  @include border-radius(var(--#{$prefix}btn-border-radius));\n  @include gradient-bg(var(--#{$prefix}btn-bg));\n  @include box-shadow(var(--#{$prefix}btn-box-shadow));\n  @include transition($btn-transition);\n\n  &:hover {\n    color: var(--#{$prefix}btn-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n    background-color: var(--#{$prefix}btn-hover-bg);\n    border-color: var(--#{$prefix}btn-hover-border-color);\n  }\n\n  .btn-check + &:hover {\n    // override for the checkbox/radio buttons\n    color: var(--#{$prefix}btn-color);\n    background-color: var(--#{$prefix}btn-bg);\n    border-color: var(--#{$prefix}btn-border-color);\n  }\n\n  &:focus-visible {\n    color: var(--#{$prefix}btn-hover-color);\n    @include gradient-bg(var(--#{$prefix}btn-hover-bg));\n    border-color: var(--#{$prefix}btn-hover-border-color);\n    outline: 0;\n    // Avoid using mixin so we can pass custom focus shadow properly\n    @if $enable-shadows {\n      box-shadow: var(--#{$prefix}btn-box-shadow), var(--#{$prefix}btn-focus-box-shadow);\n    } @else {\n      box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n    }\n  }\n\n  .btn-check:focus-visible + & {\n    border-color: var(--#{$prefix}btn-hover-border-color);\n    outline: 0;\n    // Avoid using mixin so we can pass custom focus shadow properly\n    @if $enable-shadows {\n      box-shadow: var(--#{$prefix}btn-box-shadow), var(--#{$prefix}btn-focus-box-shadow);\n    } @else {\n      box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n    }\n  }\n\n  .btn-check:checked + &,\n  :not(.btn-check) + &:active,\n  &:first-child:active,\n  &.active,\n  &.show {\n    color: var(--#{$prefix}btn-active-color);\n    background-color: var(--#{$prefix}btn-active-bg);\n    // Remove CSS gradients if they're enabled\n    background-image: if($enable-gradients, none, null);\n    border-color: var(--#{$prefix}btn-active-border-color);\n    @include box-shadow(var(--#{$prefix}btn-active-shadow));\n\n    &:focus-visible {\n      // Avoid using mixin so we can pass custom focus shadow properly\n      @if $enable-shadows {\n        box-shadow: var(--#{$prefix}btn-active-shadow), var(--#{$prefix}btn-focus-box-shadow);\n      } @else {\n        box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n      }\n    }\n  }\n\n  .btn-check:checked:focus-visible + & {\n    // Avoid using mixin so we can pass custom focus shadow properly\n    @if $enable-shadows {\n      box-shadow: var(--#{$prefix}btn-active-shadow), var(--#{$prefix}btn-focus-box-shadow);\n    } @else {\n      box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n    }\n  }\n\n  &:disabled,\n  &.disabled,\n  fieldset:disabled & {\n    color: var(--#{$prefix}btn-disabled-color);\n    pointer-events: none;\n    background-color: var(--#{$prefix}btn-disabled-bg);\n    background-image: if($enable-gradients, none, null);\n    border-color: var(--#{$prefix}btn-disabled-border-color);\n    opacity: var(--#{$prefix}btn-disabled-opacity);\n    @include box-shadow(none);\n  }\n}\n\n\n//\n// Alternate buttons\n//\n\n// scss-docs-start btn-variant-loops\n@each $color, $value in $theme-colors {\n  .btn-#{$color} {\n    @if $color == \"light\" {\n      @include button-variant(\n        $value,\n        $value,\n        $hover-background: shade-color($value, $btn-hover-bg-shade-amount),\n        $hover-border: shade-color($value, $btn-hover-border-shade-amount),\n        $active-background: shade-color($value, $btn-active-bg-shade-amount),\n        $active-border: shade-color($value, $btn-active-border-shade-amount)\n      );\n    } @else if $color == \"dark\" {\n      @include button-variant(\n        $value,\n        $value,\n        $hover-background: tint-color($value, $btn-hover-bg-tint-amount),\n        $hover-border: tint-color($value, $btn-hover-border-tint-amount),\n        $active-background: tint-color($value, $btn-active-bg-tint-amount),\n        $active-border: tint-color($value, $btn-active-border-tint-amount)\n      );\n    } @else {\n      @include button-variant($value, $value);\n    }\n  }\n}\n\n@each $color, $value in $theme-colors {\n  .btn-outline-#{$color} {\n    @include button-outline-variant($value);\n  }\n}\n// scss-docs-end btn-variant-loops\n\n\n//\n// Link buttons\n//\n\n// Make a button look and behave like a link\n.btn-link {\n  --#{$prefix}btn-font-weight: #{$font-weight-normal};\n  --#{$prefix}btn-color: #{$btn-link-color};\n  --#{$prefix}btn-bg: transparent;\n  --#{$prefix}btn-border-color: transparent;\n  --#{$prefix}btn-hover-color: #{$btn-link-hover-color};\n  --#{$prefix}btn-hover-border-color: transparent;\n  --#{$prefix}btn-active-color: #{$btn-link-hover-color};\n  --#{$prefix}btn-active-border-color: transparent;\n  --#{$prefix}btn-disabled-color: #{$btn-link-disabled-color};\n  --#{$prefix}btn-disabled-border-color: transparent;\n  --#{$prefix}btn-box-shadow: 0 0 0 #000; // Can't use `none` as keyword negates all values when used with multiple shadows\n  --#{$prefix}btn-focus-shadow-rgb: #{$btn-link-focus-shadow-rgb};\n\n  text-decoration: $link-decoration;\n  @if $enable-gradients {\n    background-image: none;\n  }\n\n  &:hover,\n  &:focus-visible {\n    text-decoration: $link-hover-decoration;\n  }\n\n  &:focus-visible {\n    color: var(--#{$prefix}btn-color);\n  }\n\n  &:hover {\n    color: var(--#{$prefix}btn-hover-color);\n  }\n\n  // No need for an active state here\n}\n\n\n//\n// Button Sizes\n//\n\n.btn-lg {\n  @include button-size($btn-padding-y-lg, $btn-padding-x-lg, $btn-font-size-lg, $btn-border-radius-lg);\n}\n\n.btn-sm {\n  @include button-size($btn-padding-y-sm, $btn-padding-x-sm, $btn-font-size-sm, $btn-border-radius-sm);\n}\n","// Button variants\n//\n// Easily pump out default styles, as well as :hover, :focus, :active,\n// and disabled options for all buttons\n\n// scss-docs-start btn-variant-mixin\n@mixin button-variant(\n  $background,\n  $border,\n  $color: color-contrast($background),\n  $hover-background: if($color == $color-contrast-light, shade-color($background, $btn-hover-bg-shade-amount), tint-color($background, $btn-hover-bg-tint-amount)),\n  $hover-border: if($color == $color-contrast-light, shade-color($border, $btn-hover-border-shade-amount), tint-color($border, $btn-hover-border-tint-amount)),\n  $hover-color: color-contrast($hover-background),\n  $active-background: if($color == $color-contrast-light, shade-color($background, $btn-active-bg-shade-amount), tint-color($background, $btn-active-bg-tint-amount)),\n  $active-border: if($color == $color-contrast-light, shade-color($border, $btn-active-border-shade-amount), tint-color($border, $btn-active-border-tint-amount)),\n  $active-color: color-contrast($active-background),\n  $disabled-background: $background,\n  $disabled-border: $border,\n  $disabled-color: color-contrast($disabled-background)\n) {\n  --#{$prefix}btn-color: #{$color};\n  --#{$prefix}btn-bg: #{$background};\n  --#{$prefix}btn-border-color: #{$border};\n  --#{$prefix}btn-hover-color: #{$hover-color};\n  --#{$prefix}btn-hover-bg: #{$hover-background};\n  --#{$prefix}btn-hover-border-color: #{$hover-border};\n  --#{$prefix}btn-focus-shadow-rgb: #{to-rgb(mix($color, $border, 15%))};\n  --#{$prefix}btn-active-color: #{$active-color};\n  --#{$prefix}btn-active-bg: #{$active-background};\n  --#{$prefix}btn-active-border-color: #{$active-border};\n  --#{$prefix}btn-active-shadow: #{$btn-active-box-shadow};\n  --#{$prefix}btn-disabled-color: #{$disabled-color};\n  --#{$prefix}btn-disabled-bg: #{$disabled-background};\n  --#{$prefix}btn-disabled-border-color: #{$disabled-border};\n}\n// scss-docs-end btn-variant-mixin\n\n// scss-docs-start btn-outline-variant-mixin\n@mixin button-outline-variant(\n  $color,\n  $color-hover: color-contrast($color),\n  $active-background: $color,\n  $active-border: $color,\n  $active-color: color-contrast($active-background)\n) {\n  --#{$prefix}btn-color: #{$color};\n  --#{$prefix}btn-border-color: #{$color};\n  --#{$prefix}btn-hover-color: #{$color-hover};\n  --#{$prefix}btn-hover-bg: #{$active-background};\n  --#{$prefix}btn-hover-border-color: #{$active-border};\n  --#{$prefix}btn-focus-shadow-rgb: #{to-rgb($color)};\n  --#{$prefix}btn-active-color: #{$active-color};\n  --#{$prefix}btn-active-bg: #{$active-background};\n  --#{$prefix}btn-active-border-color: #{$active-border};\n  --#{$prefix}btn-active-shadow: #{$btn-active-box-shadow};\n  --#{$prefix}btn-disabled-color: #{$color};\n  --#{$prefix}btn-disabled-bg: transparent;\n  --#{$prefix}btn-disabled-border-color: #{$color};\n  --#{$prefix}gradient: none;\n}\n// scss-docs-end btn-outline-variant-mixin\n\n// scss-docs-start btn-size-mixin\n@mixin button-size($padding-y, $padding-x, $font-size, $border-radius) {\n  --#{$prefix}btn-padding-y: #{$padding-y};\n  --#{$prefix}btn-padding-x: #{$padding-x};\n  @include rfs($font-size, --#{$prefix}btn-font-size);\n  --#{$prefix}btn-border-radius: #{$border-radius};\n}\n// scss-docs-end btn-size-mixin\n",".fade {\n  @include transition($transition-fade);\n\n  &:not(.show) {\n    opacity: 0;\n  }\n}\n\n// scss-docs-start collapse-classes\n.collapse {\n  &:not(.show) {\n    display: none;\n  }\n}\n\n.collapsing {\n  height: 0;\n  overflow: hidden;\n  @include transition($transition-collapse);\n\n  &.collapse-horizontal {\n    width: 0;\n    height: auto;\n    @include transition($transition-collapse-width);\n  }\n}\n// scss-docs-end collapse-classes\n","// The dropdown wrapper (`<div>`)\n.dropup,\n.dropend,\n.dropdown,\n.dropstart,\n.dropup-center,\n.dropdown-center {\n  position: relative;\n}\n\n.dropdown-toggle {\n  white-space: nowrap;\n\n  // Generate the caret automatically\n  @include caret();\n}\n\n// The dropdown menu\n.dropdown-menu {\n  // scss-docs-start dropdown-css-vars\n  --#{$prefix}dropdown-zindex: #{$zindex-dropdown};\n  --#{$prefix}dropdown-min-width: #{$dropdown-min-width};\n  --#{$prefix}dropdown-padding-x: #{$dropdown-padding-x};\n  --#{$prefix}dropdown-padding-y: #{$dropdown-padding-y};\n  --#{$prefix}dropdown-spacer: #{$dropdown-spacer};\n  @include rfs($dropdown-font-size, --#{$prefix}dropdown-font-size);\n  --#{$prefix}dropdown-color: #{$dropdown-color};\n  --#{$prefix}dropdown-bg: #{$dropdown-bg};\n  --#{$prefix}dropdown-border-color: #{$dropdown-border-color};\n  --#{$prefix}dropdown-border-radius: #{$dropdown-border-radius};\n  --#{$prefix}dropdown-border-width: #{$dropdown-border-width};\n  --#{$prefix}dropdown-inner-border-radius: #{$dropdown-inner-border-radius};\n  --#{$prefix}dropdown-divider-bg: #{$dropdown-divider-bg};\n  --#{$prefix}dropdown-divider-margin-y: #{$dropdown-divider-margin-y};\n  --#{$prefix}dropdown-box-shadow: #{$dropdown-box-shadow};\n  --#{$prefix}dropdown-link-color: #{$dropdown-link-color};\n  --#{$prefix}dropdown-link-hover-color: #{$dropdown-link-hover-color};\n  --#{$prefix}dropdown-link-hover-bg: #{$dropdown-link-hover-bg};\n  --#{$prefix}dropdown-link-active-color: #{$dropdown-link-active-color};\n  --#{$prefix}dropdown-link-active-bg: #{$dropdown-link-active-bg};\n  --#{$prefix}dropdown-link-disabled-color: #{$dropdown-link-disabled-color};\n  --#{$prefix}dropdown-item-padding-x: #{$dropdown-item-padding-x};\n  --#{$prefix}dropdown-item-padding-y: #{$dropdown-item-padding-y};\n  --#{$prefix}dropdown-header-color: #{$dropdown-header-color};\n  --#{$prefix}dropdown-header-padding-x: #{$dropdown-header-padding-x};\n  --#{$prefix}dropdown-header-padding-y: #{$dropdown-header-padding-y};\n  // scss-docs-end dropdown-css-vars\n\n  position: absolute;\n  z-index: var(--#{$prefix}dropdown-zindex);\n  display: none; // none by default, but block on \"open\" of the menu\n  min-width: var(--#{$prefix}dropdown-min-width);\n  padding: var(--#{$prefix}dropdown-padding-y) var(--#{$prefix}dropdown-padding-x);\n  margin: 0; // Override default margin of ul\n  @include font-size(var(--#{$prefix}dropdown-font-size));\n  color: var(--#{$prefix}dropdown-color);\n  text-align: left; // Ensures proper alignment if parent has it changed (e.g., modal footer)\n  list-style: none;\n  background-color: var(--#{$prefix}dropdown-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}dropdown-border-width) solid var(--#{$prefix}dropdown-border-color);\n  @include border-radius(var(--#{$prefix}dropdown-border-radius));\n  @include box-shadow(var(--#{$prefix}dropdown-box-shadow));\n\n  &[data-bs-popper] {\n    top: 100%;\n    left: 0;\n    margin-top: var(--#{$prefix}dropdown-spacer);\n  }\n\n  @if $dropdown-padding-y == 0 {\n    > .dropdown-item:first-child,\n    > li:first-child .dropdown-item {\n      @include border-top-radius(var(--#{$prefix}dropdown-inner-border-radius));\n    }\n    > .dropdown-item:last-child,\n    > li:last-child .dropdown-item {\n      @include border-bottom-radius(var(--#{$prefix}dropdown-inner-border-radius));\n    }\n\n  }\n}\n\n// scss-docs-start responsive-breakpoints\n// We deliberately hardcode the `bs-` prefix because we check\n// this custom property in JS to determine Popper's positioning\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    .dropdown-menu#{$infix}-start {\n      --bs-position: start;\n\n      &[data-bs-popper] {\n        right: auto;\n        left: 0;\n      }\n    }\n\n    .dropdown-menu#{$infix}-end {\n      --bs-position: end;\n\n      &[data-bs-popper] {\n        right: 0;\n        left: auto;\n      }\n    }\n  }\n}\n// scss-docs-end responsive-breakpoints\n\n// Allow for dropdowns to go bottom up (aka, dropup-menu)\n// Just add .dropup after the standard .dropdown class and you're set.\n.dropup {\n  .dropdown-menu[data-bs-popper] {\n    top: auto;\n    bottom: 100%;\n    margin-top: 0;\n    margin-bottom: var(--#{$prefix}dropdown-spacer);\n  }\n\n  .dropdown-toggle {\n    @include caret(up);\n  }\n}\n\n.dropend {\n  .dropdown-menu[data-bs-popper] {\n    top: 0;\n    right: auto;\n    left: 100%;\n    margin-top: 0;\n    margin-left: var(--#{$prefix}dropdown-spacer);\n  }\n\n  .dropdown-toggle {\n    @include caret(end);\n    &::after {\n      vertical-align: 0;\n    }\n  }\n}\n\n.dropstart {\n  .dropdown-menu[data-bs-popper] {\n    top: 0;\n    right: 100%;\n    left: auto;\n    margin-top: 0;\n    margin-right: var(--#{$prefix}dropdown-spacer);\n  }\n\n  .dropdown-toggle {\n    @include caret(start);\n    &::before {\n      vertical-align: 0;\n    }\n  }\n}\n\n\n// Dividers (basically an `<hr>`) within the dropdown\n.dropdown-divider {\n  height: 0;\n  margin: var(--#{$prefix}dropdown-divider-margin-y) 0;\n  overflow: hidden;\n  border-top: 1px solid var(--#{$prefix}dropdown-divider-bg);\n  opacity: 1; // Revisit in v6 to de-dupe styles that conflict with <hr> element\n}\n\n// Links, buttons, and more within the dropdown menu\n//\n// `<button>`-specific styles are denoted with `// For <button>s`\n.dropdown-item {\n  display: block;\n  width: 100%; // For `<button>`s\n  padding: var(--#{$prefix}dropdown-item-padding-y) var(--#{$prefix}dropdown-item-padding-x);\n  clear: both;\n  font-weight: $font-weight-normal;\n  color: var(--#{$prefix}dropdown-link-color);\n  text-align: inherit; // For `<button>`s\n  text-decoration: if($link-decoration == none, null, none);\n  white-space: nowrap; // prevent links from randomly breaking onto new lines\n  background-color: transparent; // For `<button>`s\n  border: 0; // For `<button>`s\n  @include border-radius(var(--#{$prefix}dropdown-item-border-radius, 0));\n\n  &:hover,\n  &:focus {\n    color: var(--#{$prefix}dropdown-link-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n    @include gradient-bg(var(--#{$prefix}dropdown-link-hover-bg));\n  }\n\n  &.active,\n  &:active {\n    color: var(--#{$prefix}dropdown-link-active-color);\n    text-decoration: none;\n    @include gradient-bg(var(--#{$prefix}dropdown-link-active-bg));\n  }\n\n  &.disabled,\n  &:disabled {\n    color: var(--#{$prefix}dropdown-link-disabled-color);\n    pointer-events: none;\n    background-color: transparent;\n    // Remove CSS gradients if they're enabled\n    background-image: if($enable-gradients, none, null);\n  }\n}\n\n.dropdown-menu.show {\n  display: block;\n}\n\n// Dropdown section headers\n.dropdown-header {\n  display: block;\n  padding: var(--#{$prefix}dropdown-header-padding-y) var(--#{$prefix}dropdown-header-padding-x);\n  margin-bottom: 0; // for use with heading elements\n  @include font-size($font-size-sm);\n  color: var(--#{$prefix}dropdown-header-color);\n  white-space: nowrap; // as with > li > a\n}\n\n// Dropdown text\n.dropdown-item-text {\n  display: block;\n  padding: var(--#{$prefix}dropdown-item-padding-y) var(--#{$prefix}dropdown-item-padding-x);\n  color: var(--#{$prefix}dropdown-link-color);\n}\n\n// Dark dropdowns\n.dropdown-menu-dark {\n  // scss-docs-start dropdown-dark-css-vars\n  --#{$prefix}dropdown-color: #{$dropdown-dark-color};\n  --#{$prefix}dropdown-bg: #{$dropdown-dark-bg};\n  --#{$prefix}dropdown-border-color: #{$dropdown-dark-border-color};\n  --#{$prefix}dropdown-box-shadow: #{$dropdown-dark-box-shadow};\n  --#{$prefix}dropdown-link-color: #{$dropdown-dark-link-color};\n  --#{$prefix}dropdown-link-hover-color: #{$dropdown-dark-link-hover-color};\n  --#{$prefix}dropdown-divider-bg: #{$dropdown-dark-divider-bg};\n  --#{$prefix}dropdown-link-hover-bg: #{$dropdown-dark-link-hover-bg};\n  --#{$prefix}dropdown-link-active-color: #{$dropdown-dark-link-active-color};\n  --#{$prefix}dropdown-link-active-bg: #{$dropdown-dark-link-active-bg};\n  --#{$prefix}dropdown-link-disabled-color: #{$dropdown-dark-link-disabled-color};\n  --#{$prefix}dropdown-header-color: #{$dropdown-dark-header-color};\n  // scss-docs-end dropdown-dark-css-vars\n}\n","// scss-docs-start caret-mixins\n@mixin caret-down($width: $caret-width) {\n  border-top: $width solid;\n  border-right: $width solid transparent;\n  border-bottom: 0;\n  border-left: $width solid transparent;\n}\n\n@mixin caret-up($width: $caret-width) {\n  border-top: 0;\n  border-right: $width solid transparent;\n  border-bottom: $width solid;\n  border-left: $width solid transparent;\n}\n\n@mixin caret-end($width: $caret-width) {\n  border-top: $width solid transparent;\n  border-right: 0;\n  border-bottom: $width solid transparent;\n  border-left: $width solid;\n}\n\n@mixin caret-start($width: $caret-width) {\n  border-top: $width solid transparent;\n  border-right: $width solid;\n  border-bottom: $width solid transparent;\n}\n\n@mixin caret(\n  $direction: down,\n  $width: $caret-width,\n  $spacing: $caret-spacing,\n  $vertical-align: $caret-vertical-align\n) {\n  @if $enable-caret {\n    &::after {\n      display: inline-block;\n      margin-left: $spacing;\n      vertical-align: $vertical-align;\n      content: \"\";\n      @if $direction == down {\n        @include caret-down($width);\n      } @else if $direction == up {\n        @include caret-up($width);\n      } @else if $direction == end {\n        @include caret-end($width);\n      }\n    }\n\n    @if $direction == start {\n      &::after {\n        display: none;\n      }\n\n      &::before {\n        display: inline-block;\n        margin-right: $spacing;\n        vertical-align: $vertical-align;\n        content: \"\";\n        @include caret-start($width);\n      }\n    }\n\n    &:empty::after {\n      margin-left: 0;\n    }\n  }\n}\n// scss-docs-end caret-mixins\n","// Make the div behave like a button\n.btn-group,\n.btn-group-vertical {\n  position: relative;\n  display: inline-flex;\n  vertical-align: middle; // match .btn alignment given font-size hack above\n\n  > .btn {\n    position: relative;\n    flex: 1 1 auto;\n  }\n\n  // Bring the hover, focused, and \"active\" buttons to the front to overlay\n  // the borders properly\n  > .btn-check:checked + .btn,\n  > .btn-check:focus + .btn,\n  > .btn:hover,\n  > .btn:focus,\n  > .btn:active,\n  > .btn.active {\n    z-index: 1;\n  }\n}\n\n// Optional: Group multiple button groups together for a toolbar\n.btn-toolbar {\n  display: flex;\n  flex-wrap: wrap;\n  justify-content: flex-start;\n\n  .input-group {\n    width: auto;\n  }\n}\n\n.btn-group {\n  @include border-radius($btn-border-radius);\n\n  // Prevent double borders when buttons are next to each other\n  > :not(.btn-check:first-child) + .btn,\n  > .btn-group:not(:first-child) {\n    margin-left: calc(#{$btn-border-width} * -1); // stylelint-disable-line function-disallowed-list\n  }\n\n  // Reset rounded corners\n  > .btn:not(:last-child):not(.dropdown-toggle),\n  > .btn.dropdown-toggle-split:first-child,\n  > .btn-group:not(:last-child) > .btn {\n    @include border-end-radius(0);\n  }\n\n  // The left radius should be 0 if the button is:\n  // - the \"third or more\" child\n  // - the second child and the previous element isn't `.btn-check` (making it the first child visually)\n  // - part of a btn-group which isn't the first child\n  > .btn:nth-child(n + 3),\n  > :not(.btn-check) + .btn,\n  > .btn-group:not(:first-child) > .btn {\n    @include border-start-radius(0);\n  }\n}\n\n// Sizing\n//\n// Remix the default button sizing classes into new ones for easier manipulation.\n\n.btn-group-sm > .btn { @extend .btn-sm; }\n.btn-group-lg > .btn { @extend .btn-lg; }\n\n\n//\n// Split button dropdowns\n//\n\n.dropdown-toggle-split {\n  padding-right: $btn-padding-x * .75;\n  padding-left: $btn-padding-x * .75;\n\n  &::after,\n  .dropup &::after,\n  .dropend &::after {\n    margin-left: 0;\n  }\n\n  .dropstart &::before {\n    margin-right: 0;\n  }\n}\n\n.btn-sm + .dropdown-toggle-split {\n  padding-right: $btn-padding-x-sm * .75;\n  padding-left: $btn-padding-x-sm * .75;\n}\n\n.btn-lg + .dropdown-toggle-split {\n  padding-right: $btn-padding-x-lg * .75;\n  padding-left: $btn-padding-x-lg * .75;\n}\n\n\n// The clickable button for toggling the menu\n// Set the same inset shadow as the :active state\n.btn-group.show .dropdown-toggle {\n  @include box-shadow($btn-active-box-shadow);\n\n  // Show no shadow for `.btn-link` since it has no other button styles.\n  &.btn-link {\n    @include box-shadow(none);\n  }\n}\n\n\n//\n// Vertical button groups\n//\n\n.btn-group-vertical {\n  flex-direction: column;\n  align-items: flex-start;\n  justify-content: center;\n\n  > .btn,\n  > .btn-group {\n    width: 100%;\n  }\n\n  > .btn:not(:first-child),\n  > .btn-group:not(:first-child) {\n    margin-top: calc(#{$btn-border-width} * -1); // stylelint-disable-line function-disallowed-list\n  }\n\n  // Reset rounded corners\n  > .btn:not(:last-child):not(.dropdown-toggle),\n  > .btn-group:not(:last-child) > .btn {\n    @include border-bottom-radius(0);\n  }\n\n  > .btn ~ .btn,\n  > .btn-group:not(:first-child) > .btn {\n    @include border-top-radius(0);\n  }\n}\n","// Base class\n//\n// Kickstart any navigation component with a set of style resets. Works with\n// `<nav>`s, `<ul>`s or `<ol>`s.\n\n.nav {\n  // scss-docs-start nav-css-vars\n  --#{$prefix}nav-link-padding-x: #{$nav-link-padding-x};\n  --#{$prefix}nav-link-padding-y: #{$nav-link-padding-y};\n  @include rfs($nav-link-font-size, --#{$prefix}nav-link-font-size);\n  --#{$prefix}nav-link-font-weight: #{$nav-link-font-weight};\n  --#{$prefix}nav-link-color: #{$nav-link-color};\n  --#{$prefix}nav-link-hover-color: #{$nav-link-hover-color};\n  --#{$prefix}nav-link-disabled-color: #{$nav-link-disabled-color};\n  // scss-docs-end nav-css-vars\n\n  display: flex;\n  flex-wrap: wrap;\n  padding-left: 0;\n  margin-bottom: 0;\n  list-style: none;\n}\n\n.nav-link {\n  display: block;\n  padding: var(--#{$prefix}nav-link-padding-y) var(--#{$prefix}nav-link-padding-x);\n  @include font-size(var(--#{$prefix}nav-link-font-size));\n  font-weight: var(--#{$prefix}nav-link-font-weight);\n  color: var(--#{$prefix}nav-link-color);\n  text-decoration: if($link-decoration == none, null, none);\n  background: none;\n  border: 0;\n  @include transition($nav-link-transition);\n\n  &:hover,\n  &:focus {\n    color: var(--#{$prefix}nav-link-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n  }\n\n  &:focus-visible {\n    outline: 0;\n    box-shadow: $nav-link-focus-box-shadow;\n  }\n\n  // Disabled state lightens text\n  &.disabled,\n  &:disabled {\n    color: var(--#{$prefix}nav-link-disabled-color);\n    pointer-events: none;\n    cursor: default;\n  }\n}\n\n//\n// Tabs\n//\n\n.nav-tabs {\n  // scss-docs-start nav-tabs-css-vars\n  --#{$prefix}nav-tabs-border-width: #{$nav-tabs-border-width};\n  --#{$prefix}nav-tabs-border-color: #{$nav-tabs-border-color};\n  --#{$prefix}nav-tabs-border-radius: #{$nav-tabs-border-radius};\n  --#{$prefix}nav-tabs-link-hover-border-color: #{$nav-tabs-link-hover-border-color};\n  --#{$prefix}nav-tabs-link-active-color: #{$nav-tabs-link-active-color};\n  --#{$prefix}nav-tabs-link-active-bg: #{$nav-tabs-link-active-bg};\n  --#{$prefix}nav-tabs-link-active-border-color: #{$nav-tabs-link-active-border-color};\n  // scss-docs-end nav-tabs-css-vars\n\n  border-bottom: var(--#{$prefix}nav-tabs-border-width) solid var(--#{$prefix}nav-tabs-border-color);\n\n  .nav-link {\n    margin-bottom: calc(-1 * var(--#{$prefix}nav-tabs-border-width)); // stylelint-disable-line function-disallowed-list\n    border: var(--#{$prefix}nav-tabs-border-width) solid transparent;\n    @include border-top-radius(var(--#{$prefix}nav-tabs-border-radius));\n\n    &:hover,\n    &:focus {\n      // Prevents active .nav-link tab overlapping focus outline of previous/next .nav-link\n      isolation: isolate;\n      border-color: var(--#{$prefix}nav-tabs-link-hover-border-color);\n    }\n  }\n\n  .nav-link.active,\n  .nav-item.show .nav-link {\n    color: var(--#{$prefix}nav-tabs-link-active-color);\n    background-color: var(--#{$prefix}nav-tabs-link-active-bg);\n    border-color: var(--#{$prefix}nav-tabs-link-active-border-color);\n  }\n\n  .dropdown-menu {\n    // Make dropdown border overlap tab border\n    margin-top: calc(-1 * var(--#{$prefix}nav-tabs-border-width)); // stylelint-disable-line function-disallowed-list\n    // Remove the top rounded corners here since there is a hard edge above the menu\n    @include border-top-radius(0);\n  }\n}\n\n\n//\n// Pills\n//\n\n.nav-pills {\n  // scss-docs-start nav-pills-css-vars\n  --#{$prefix}nav-pills-border-radius: #{$nav-pills-border-radius};\n  --#{$prefix}nav-pills-link-active-color: #{$nav-pills-link-active-color};\n  --#{$prefix}nav-pills-link-active-bg: #{$nav-pills-link-active-bg};\n  // scss-docs-end nav-pills-css-vars\n\n  .nav-link {\n    @include border-radius(var(--#{$prefix}nav-pills-border-radius));\n  }\n\n  .nav-link.active,\n  .show > .nav-link {\n    color: var(--#{$prefix}nav-pills-link-active-color);\n    @include gradient-bg(var(--#{$prefix}nav-pills-link-active-bg));\n  }\n}\n\n\n//\n// Underline\n//\n\n.nav-underline {\n  // scss-docs-start nav-underline-css-vars\n  --#{$prefix}nav-underline-gap: #{$nav-underline-gap};\n  --#{$prefix}nav-underline-border-width: #{$nav-underline-border-width};\n  --#{$prefix}nav-underline-link-active-color: #{$nav-underline-link-active-color};\n  // scss-docs-end nav-underline-css-vars\n\n  gap: var(--#{$prefix}nav-underline-gap);\n\n  .nav-link {\n    padding-right: 0;\n    padding-left: 0;\n    border-bottom: var(--#{$prefix}nav-underline-border-width) solid transparent;\n\n    &:hover,\n    &:focus {\n      border-bottom-color: currentcolor;\n    }\n  }\n\n  .nav-link.active,\n  .show > .nav-link {\n    font-weight: $font-weight-bold;\n    color: var(--#{$prefix}nav-underline-link-active-color);\n    border-bottom-color: currentcolor;\n  }\n}\n\n\n//\n// Justified variants\n//\n\n.nav-fill {\n  > .nav-link,\n  .nav-item {\n    flex: 1 1 auto;\n    text-align: center;\n  }\n}\n\n.nav-justified {\n  > .nav-link,\n  .nav-item {\n    flex-basis: 0;\n    flex-grow: 1;\n    text-align: center;\n  }\n}\n\n.nav-fill,\n.nav-justified {\n  .nav-item .nav-link {\n    width: 100%; // Make sure button will grow\n  }\n}\n\n\n// Tabbable tabs\n//\n// Hide tabbable panes to start, show them when `.active`\n\n.tab-content {\n  > .tab-pane {\n    display: none;\n  }\n  > .active {\n    display: block;\n  }\n}\n","// Navbar\n//\n// Provide a static navbar from which we expand to create full-width, fixed, and\n// other navbar variations.\n\n.navbar {\n  // scss-docs-start navbar-css-vars\n  --#{$prefix}navbar-padding-x: #{if($navbar-padding-x == null, 0, $navbar-padding-x)};\n  --#{$prefix}navbar-padding-y: #{$navbar-padding-y};\n  --#{$prefix}navbar-color: #{$navbar-light-color};\n  --#{$prefix}navbar-hover-color: #{$navbar-light-hover-color};\n  --#{$prefix}navbar-disabled-color: #{$navbar-light-disabled-color};\n  --#{$prefix}navbar-active-color: #{$navbar-light-active-color};\n  --#{$prefix}navbar-brand-padding-y: #{$navbar-brand-padding-y};\n  --#{$prefix}navbar-brand-margin-end: #{$navbar-brand-margin-end};\n  --#{$prefix}navbar-brand-font-size: #{$navbar-brand-font-size};\n  --#{$prefix}navbar-brand-color: #{$navbar-light-brand-color};\n  --#{$prefix}navbar-brand-hover-color: #{$navbar-light-brand-hover-color};\n  --#{$prefix}navbar-nav-link-padding-x: #{$navbar-nav-link-padding-x};\n  --#{$prefix}navbar-toggler-padding-y: #{$navbar-toggler-padding-y};\n  --#{$prefix}navbar-toggler-padding-x: #{$navbar-toggler-padding-x};\n  --#{$prefix}navbar-toggler-font-size: #{$navbar-toggler-font-size};\n  --#{$prefix}navbar-toggler-icon-bg: #{escape-svg($navbar-light-toggler-icon-bg)};\n  --#{$prefix}navbar-toggler-border-color: #{$navbar-light-toggler-border-color};\n  --#{$prefix}navbar-toggler-border-radius: #{$navbar-toggler-border-radius};\n  --#{$prefix}navbar-toggler-focus-width: #{$navbar-toggler-focus-width};\n  --#{$prefix}navbar-toggler-transition: #{$navbar-toggler-transition};\n  // scss-docs-end navbar-css-vars\n\n  position: relative;\n  display: flex;\n  flex-wrap: wrap; // allow us to do the line break for collapsing content\n  align-items: center;\n  justify-content: space-between; // space out brand from logo\n  padding: var(--#{$prefix}navbar-padding-y) var(--#{$prefix}navbar-padding-x);\n  @include gradient-bg();\n\n  // Because flex properties aren't inherited, we need to redeclare these first\n  // few properties so that content nested within behave properly.\n  // The `flex-wrap` property is inherited to simplify the expanded navbars\n  %container-flex-properties {\n    display: flex;\n    flex-wrap: inherit;\n    align-items: center;\n    justify-content: space-between;\n  }\n\n  > .container,\n  > .container-fluid {\n    @extend %container-flex-properties;\n  }\n\n  @each $breakpoint, $container-max-width in $container-max-widths {\n    > .container#{breakpoint-infix($breakpoint, $container-max-widths)} {\n      @extend %container-flex-properties;\n    }\n  }\n}\n\n\n// Navbar brand\n//\n// Used for brand, project, or site names.\n\n.navbar-brand {\n  padding-top: var(--#{$prefix}navbar-brand-padding-y);\n  padding-bottom: var(--#{$prefix}navbar-brand-padding-y);\n  margin-right: var(--#{$prefix}navbar-brand-margin-end);\n  @include font-size(var(--#{$prefix}navbar-brand-font-size));\n  color: var(--#{$prefix}navbar-brand-color);\n  text-decoration: if($link-decoration == none, null, none);\n  white-space: nowrap;\n\n  &:hover,\n  &:focus {\n    color: var(--#{$prefix}navbar-brand-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n  }\n}\n\n\n// Navbar nav\n//\n// Custom navbar navigation (doesn't require `.nav`, but does make use of `.nav-link`).\n\n.navbar-nav {\n  // scss-docs-start navbar-nav-css-vars\n  --#{$prefix}nav-link-padding-x: 0;\n  --#{$prefix}nav-link-padding-y: #{$nav-link-padding-y};\n  @include rfs($nav-link-font-size, --#{$prefix}nav-link-font-size);\n  --#{$prefix}nav-link-font-weight: #{$nav-link-font-weight};\n  --#{$prefix}nav-link-color: var(--#{$prefix}navbar-color);\n  --#{$prefix}nav-link-hover-color: var(--#{$prefix}navbar-hover-color);\n  --#{$prefix}nav-link-disabled-color: var(--#{$prefix}navbar-disabled-color);\n  // scss-docs-end navbar-nav-css-vars\n\n  display: flex;\n  flex-direction: column; // cannot use `inherit` to get the `.navbar`s value\n  padding-left: 0;\n  margin-bottom: 0;\n  list-style: none;\n\n  .nav-link {\n    &.active,\n    &.show {\n      color: var(--#{$prefix}navbar-active-color);\n    }\n  }\n\n  .dropdown-menu {\n    position: static;\n  }\n}\n\n\n// Navbar text\n//\n//\n\n.navbar-text {\n  padding-top: $nav-link-padding-y;\n  padding-bottom: $nav-link-padding-y;\n  color: var(--#{$prefix}navbar-color);\n\n  a,\n  a:hover,\n  a:focus  {\n    color: var(--#{$prefix}navbar-active-color);\n  }\n}\n\n\n// Responsive navbar\n//\n// Custom styles for responsive collapsing and toggling of navbar contents.\n// Powered by the collapse Bootstrap JavaScript plugin.\n\n// When collapsed, prevent the toggleable navbar contents from appearing in\n// the default flexbox row orientation. Requires the use of `flex-wrap: wrap`\n// on the `.navbar` parent.\n.navbar-collapse {\n  flex-basis: 100%;\n  flex-grow: 1;\n  // For always expanded or extra full navbars, ensure content aligns itself\n  // properly vertically. Can be easily overridden with flex utilities.\n  align-items: center;\n}\n\n// Button for toggling the navbar when in its collapsed state\n.navbar-toggler {\n  padding: var(--#{$prefix}navbar-toggler-padding-y) var(--#{$prefix}navbar-toggler-padding-x);\n  @include font-size(var(--#{$prefix}navbar-toggler-font-size));\n  line-height: 1;\n  color: var(--#{$prefix}navbar-color);\n  background-color: transparent; // remove default button style\n  border: var(--#{$prefix}border-width) solid var(--#{$prefix}navbar-toggler-border-color); // remove default button style\n  @include border-radius(var(--#{$prefix}navbar-toggler-border-radius));\n  @include transition(var(--#{$prefix}navbar-toggler-transition));\n\n  &:hover {\n    text-decoration: none;\n  }\n\n  &:focus {\n    text-decoration: none;\n    outline: 0;\n    box-shadow: 0 0 0 var(--#{$prefix}navbar-toggler-focus-width);\n  }\n}\n\n// Keep as a separate element so folks can easily override it with another icon\n// or image file as needed.\n.navbar-toggler-icon {\n  display: inline-block;\n  width: 1.5em;\n  height: 1.5em;\n  vertical-align: middle;\n  background-image: var(--#{$prefix}navbar-toggler-icon-bg);\n  background-repeat: no-repeat;\n  background-position: center;\n  background-size: 100%;\n}\n\n.navbar-nav-scroll {\n  max-height: var(--#{$prefix}scroll-height, 75vh);\n  overflow-y: auto;\n}\n\n// scss-docs-start navbar-expand-loop\n// Generate series of `.navbar-expand-*` responsive classes for configuring\n// where your navbar collapses.\n.navbar-expand {\n  @each $breakpoint in map-keys($grid-breakpoints) {\n    $next: breakpoint-next($breakpoint, $grid-breakpoints);\n    $infix: breakpoint-infix($next, $grid-breakpoints);\n\n    // stylelint-disable-next-line scss/selector-no-union-class-name\n    &#{$infix} {\n      @include media-breakpoint-up($next) {\n        flex-wrap: nowrap;\n        justify-content: flex-start;\n\n        .navbar-nav {\n          flex-direction: row;\n\n          .dropdown-menu {\n            position: absolute;\n          }\n\n          .nav-link {\n            padding-right: var(--#{$prefix}navbar-nav-link-padding-x);\n            padding-left: var(--#{$prefix}navbar-nav-link-padding-x);\n          }\n        }\n\n        .navbar-nav-scroll {\n          overflow: visible;\n        }\n\n        .navbar-collapse {\n          display: flex !important; // stylelint-disable-line declaration-no-important\n          flex-basis: auto;\n        }\n\n        .navbar-toggler {\n          display: none;\n        }\n\n        .offcanvas {\n          // stylelint-disable declaration-no-important\n          position: static;\n          z-index: auto;\n          flex-grow: 1;\n          width: auto !important;\n          height: auto !important;\n          visibility: visible !important;\n          background-color: transparent !important;\n          border: 0 !important;\n          transform: none !important;\n          @include box-shadow(none);\n          @include transition(none);\n          // stylelint-enable declaration-no-important\n\n          .offcanvas-header {\n            display: none;\n          }\n\n          .offcanvas-body {\n            display: flex;\n            flex-grow: 0;\n            padding: 0;\n            overflow-y: visible;\n          }\n        }\n      }\n    }\n  }\n}\n// scss-docs-end navbar-expand-loop\n\n// Navbar themes\n//\n// Styles for switching between navbars with light or dark background.\n\n.navbar-light {\n  @include deprecate(\"`.navbar-light`\", \"v5.2.0\", \"v6.0.0\", true);\n}\n\n.navbar-dark,\n.navbar[data-bs-theme=\"dark\"] {\n  // scss-docs-start navbar-dark-css-vars\n  --#{$prefix}navbar-color: #{$navbar-dark-color};\n  --#{$prefix}navbar-hover-color: #{$navbar-dark-hover-color};\n  --#{$prefix}navbar-disabled-color: #{$navbar-dark-disabled-color};\n  --#{$prefix}navbar-active-color: #{$navbar-dark-active-color};\n  --#{$prefix}navbar-brand-color: #{$navbar-dark-brand-color};\n  --#{$prefix}navbar-brand-hover-color: #{$navbar-dark-brand-hover-color};\n  --#{$prefix}navbar-toggler-border-color: #{$navbar-dark-toggler-border-color};\n  --#{$prefix}navbar-toggler-icon-bg: #{escape-svg($navbar-dark-toggler-icon-bg)};\n  // scss-docs-end navbar-dark-css-vars\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .navbar-toggler-icon {\n      --#{$prefix}navbar-toggler-icon-bg: #{escape-svg($navbar-dark-toggler-icon-bg)};\n    }\n  }\n}\n","//\n// Base styles\n//\n\n.card {\n  // scss-docs-start card-css-vars\n  --#{$prefix}card-spacer-y: #{$card-spacer-y};\n  --#{$prefix}card-spacer-x: #{$card-spacer-x};\n  --#{$prefix}card-title-spacer-y: #{$card-title-spacer-y};\n  --#{$prefix}card-title-color: #{$card-title-color};\n  --#{$prefix}card-subtitle-color: #{$card-subtitle-color};\n  --#{$prefix}card-border-width: #{$card-border-width};\n  --#{$prefix}card-border-color: #{$card-border-color};\n  --#{$prefix}card-border-radius: #{$card-border-radius};\n  --#{$prefix}card-box-shadow: #{$card-box-shadow};\n  --#{$prefix}card-inner-border-radius: #{$card-inner-border-radius};\n  --#{$prefix}card-cap-padding-y: #{$card-cap-padding-y};\n  --#{$prefix}card-cap-padding-x: #{$card-cap-padding-x};\n  --#{$prefix}card-cap-bg: #{$card-cap-bg};\n  --#{$prefix}card-cap-color: #{$card-cap-color};\n  --#{$prefix}card-height: #{$card-height};\n  --#{$prefix}card-color: #{$card-color};\n  --#{$prefix}card-bg: #{$card-bg};\n  --#{$prefix}card-img-overlay-padding: #{$card-img-overlay-padding};\n  --#{$prefix}card-group-margin: #{$card-group-margin};\n  // scss-docs-end card-css-vars\n\n  position: relative;\n  display: flex;\n  flex-direction: column;\n  min-width: 0; // See https://github.com/twbs/bootstrap/pull/22740#issuecomment-305868106\n  height: var(--#{$prefix}card-height);\n  color: var(--#{$prefix}body-color);\n  word-wrap: break-word;\n  background-color: var(--#{$prefix}card-bg);\n  background-clip: border-box;\n  border: var(--#{$prefix}card-border-width) solid var(--#{$prefix}card-border-color);\n  @include border-radius(var(--#{$prefix}card-border-radius));\n  @include box-shadow(var(--#{$prefix}card-box-shadow));\n\n  > hr {\n    margin-right: 0;\n    margin-left: 0;\n  }\n\n  > .list-group {\n    border-top: inherit;\n    border-bottom: inherit;\n\n    &:first-child {\n      border-top-width: 0;\n      @include border-top-radius(var(--#{$prefix}card-inner-border-radius));\n    }\n\n    &:last-child  {\n      border-bottom-width: 0;\n      @include border-bottom-radius(var(--#{$prefix}card-inner-border-radius));\n    }\n  }\n\n  // Due to specificity of the above selector (`.card > .list-group`), we must\n  // use a child selector here to prevent double borders.\n  > .card-header + .list-group,\n  > .list-group + .card-footer {\n    border-top: 0;\n  }\n}\n\n.card-body {\n  // Enable `flex-grow: 1` for decks and groups so that card blocks take up\n  // as much space as possible, ensuring footers are aligned to the bottom.\n  flex: 1 1 auto;\n  padding: var(--#{$prefix}card-spacer-y) var(--#{$prefix}card-spacer-x);\n  color: var(--#{$prefix}card-color);\n}\n\n.card-title {\n  margin-bottom: var(--#{$prefix}card-title-spacer-y);\n  color: var(--#{$prefix}card-title-color);\n}\n\n.card-subtitle {\n  margin-top: calc(-.5 * var(--#{$prefix}card-title-spacer-y)); // stylelint-disable-line function-disallowed-list\n  margin-bottom: 0;\n  color: var(--#{$prefix}card-subtitle-color);\n}\n\n.card-text:last-child {\n  margin-bottom: 0;\n}\n\n.card-link {\n  &:hover {\n    text-decoration: if($link-hover-decoration == underline, none, null);\n  }\n\n  + .card-link {\n    margin-left: var(--#{$prefix}card-spacer-x);\n  }\n}\n\n//\n// Optional textual caps\n//\n\n.card-header {\n  padding: var(--#{$prefix}card-cap-padding-y) var(--#{$prefix}card-cap-padding-x);\n  margin-bottom: 0; // Removes the default margin-bottom of <hN>\n  color: var(--#{$prefix}card-cap-color);\n  background-color: var(--#{$prefix}card-cap-bg);\n  border-bottom: var(--#{$prefix}card-border-width) solid var(--#{$prefix}card-border-color);\n\n  &:first-child {\n    @include border-radius(var(--#{$prefix}card-inner-border-radius) var(--#{$prefix}card-inner-border-radius) 0 0);\n  }\n}\n\n.card-footer {\n  padding: var(--#{$prefix}card-cap-padding-y) var(--#{$prefix}card-cap-padding-x);\n  color: var(--#{$prefix}card-cap-color);\n  background-color: var(--#{$prefix}card-cap-bg);\n  border-top: var(--#{$prefix}card-border-width) solid var(--#{$prefix}card-border-color);\n\n  &:last-child {\n    @include border-radius(0 0 var(--#{$prefix}card-inner-border-radius) var(--#{$prefix}card-inner-border-radius));\n  }\n}\n\n\n//\n// Header navs\n//\n\n.card-header-tabs {\n  margin-right: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n  margin-bottom: calc(-1 * var(--#{$prefix}card-cap-padding-y)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n  border-bottom: 0;\n\n  .nav-link.active {\n    background-color: var(--#{$prefix}card-bg);\n    border-bottom-color: var(--#{$prefix}card-bg);\n  }\n}\n\n.card-header-pills {\n  margin-right: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n}\n\n// Card image\n.card-img-overlay {\n  position: absolute;\n  top: 0;\n  right: 0;\n  bottom: 0;\n  left: 0;\n  padding: var(--#{$prefix}card-img-overlay-padding);\n  @include border-radius(var(--#{$prefix}card-inner-border-radius));\n}\n\n.card-img,\n.card-img-top,\n.card-img-bottom {\n  width: 100%; // Required because we use flexbox and this inherently applies align-self: stretch\n}\n\n.card-img,\n.card-img-top {\n  @include border-top-radius(var(--#{$prefix}card-inner-border-radius));\n}\n\n.card-img,\n.card-img-bottom {\n  @include border-bottom-radius(var(--#{$prefix}card-inner-border-radius));\n}\n\n\n//\n// Card groups\n//\n\n.card-group {\n  // The child selector allows nested `.card` within `.card-group`\n  // to display properly.\n  > .card {\n    margin-bottom: var(--#{$prefix}card-group-margin);\n  }\n\n  @include media-breakpoint-up(sm) {\n    display: flex;\n    flex-flow: row wrap;\n    // The child selector allows nested `.card` within `.card-group`\n    // to display properly.\n    > .card {\n      // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      flex: 1 0 0%;\n      margin-bottom: 0;\n\n      + .card {\n        margin-left: 0;\n        border-left: 0;\n      }\n\n      // Handle rounded corners\n      @if $enable-rounded {\n        &:not(:last-child) {\n          @include border-end-radius(0);\n\n          .card-img-top,\n          .card-header {\n            // stylelint-disable-next-line property-disallowed-list\n            border-top-right-radius: 0;\n          }\n          .card-img-bottom,\n          .card-footer {\n            // stylelint-disable-next-line property-disallowed-list\n            border-bottom-right-radius: 0;\n          }\n        }\n\n        &:not(:first-child) {\n          @include border-start-radius(0);\n\n          .card-img-top,\n          .card-header {\n            // stylelint-disable-next-line property-disallowed-list\n            border-top-left-radius: 0;\n          }\n          .card-img-bottom,\n          .card-footer {\n            // stylelint-disable-next-line property-disallowed-list\n            border-bottom-left-radius: 0;\n          }\n        }\n      }\n    }\n  }\n}\n","//\n// Base styles\n//\n\n.accordion {\n  // scss-docs-start accordion-css-vars\n  --#{$prefix}accordion-color: #{$accordion-color};\n  --#{$prefix}accordion-bg: #{$accordion-bg};\n  --#{$prefix}accordion-transition: #{$accordion-transition};\n  --#{$prefix}accordion-border-color: #{$accordion-border-color};\n  --#{$prefix}accordion-border-width: #{$accordion-border-width};\n  --#{$prefix}accordion-border-radius: #{$accordion-border-radius};\n  --#{$prefix}accordion-inner-border-radius: #{$accordion-inner-border-radius};\n  --#{$prefix}accordion-btn-padding-x: #{$accordion-button-padding-x};\n  --#{$prefix}accordion-btn-padding-y: #{$accordion-button-padding-y};\n  --#{$prefix}accordion-btn-color: #{$accordion-button-color};\n  --#{$prefix}accordion-btn-bg: #{$accordion-button-bg};\n  --#{$prefix}accordion-btn-icon: #{escape-svg($accordion-button-icon)};\n  --#{$prefix}accordion-btn-icon-width: #{$accordion-icon-width};\n  --#{$prefix}accordion-btn-icon-transform: #{$accordion-icon-transform};\n  --#{$prefix}accordion-btn-icon-transition: #{$accordion-icon-transition};\n  --#{$prefix}accordion-btn-active-icon: #{escape-svg($accordion-button-active-icon)};\n  --#{$prefix}accordion-btn-focus-box-shadow: #{$accordion-button-focus-box-shadow};\n  --#{$prefix}accordion-body-padding-x: #{$accordion-body-padding-x};\n  --#{$prefix}accordion-body-padding-y: #{$accordion-body-padding-y};\n  --#{$prefix}accordion-active-color: #{$accordion-button-active-color};\n  --#{$prefix}accordion-active-bg: #{$accordion-button-active-bg};\n  // scss-docs-end accordion-css-vars\n}\n\n.accordion-button {\n  position: relative;\n  display: flex;\n  align-items: center;\n  width: 100%;\n  padding: var(--#{$prefix}accordion-btn-padding-y) var(--#{$prefix}accordion-btn-padding-x);\n  @include font-size($font-size-base);\n  color: var(--#{$prefix}accordion-btn-color);\n  text-align: left; // Reset button style\n  background-color: var(--#{$prefix}accordion-btn-bg);\n  border: 0;\n  @include border-radius(0);\n  overflow-anchor: none;\n  @include transition(var(--#{$prefix}accordion-transition));\n\n  &:not(.collapsed) {\n    color: var(--#{$prefix}accordion-active-color);\n    background-color: var(--#{$prefix}accordion-active-bg);\n    box-shadow: inset 0 calc(-1 * var(--#{$prefix}accordion-border-width)) 0 var(--#{$prefix}accordion-border-color); // stylelint-disable-line function-disallowed-list\n\n    &::after {\n      background-image: var(--#{$prefix}accordion-btn-active-icon);\n      transform: var(--#{$prefix}accordion-btn-icon-transform);\n    }\n  }\n\n  // Accordion icon\n  &::after {\n    flex-shrink: 0;\n    width: var(--#{$prefix}accordion-btn-icon-width);\n    height: var(--#{$prefix}accordion-btn-icon-width);\n    margin-left: auto;\n    content: \"\";\n    background-image: var(--#{$prefix}accordion-btn-icon);\n    background-repeat: no-repeat;\n    background-size: var(--#{$prefix}accordion-btn-icon-width);\n    @include transition(var(--#{$prefix}accordion-btn-icon-transition));\n  }\n\n  &:hover {\n    z-index: 2;\n  }\n\n  &:focus {\n    z-index: 3;\n    outline: 0;\n    box-shadow: var(--#{$prefix}accordion-btn-focus-box-shadow);\n  }\n}\n\n.accordion-header {\n  margin-bottom: 0;\n}\n\n.accordion-item {\n  color: var(--#{$prefix}accordion-color);\n  background-color: var(--#{$prefix}accordion-bg);\n  border: var(--#{$prefix}accordion-border-width) solid var(--#{$prefix}accordion-border-color);\n\n  &:first-of-type {\n    @include border-top-radius(var(--#{$prefix}accordion-border-radius));\n\n    > .accordion-header .accordion-button {\n      @include border-top-radius(var(--#{$prefix}accordion-inner-border-radius));\n    }\n  }\n\n  &:not(:first-of-type) {\n    border-top: 0;\n  }\n\n  // Only set a border-radius on the last item if the accordion is collapsed\n  &:last-of-type {\n    @include border-bottom-radius(var(--#{$prefix}accordion-border-radius));\n\n    > .accordion-header .accordion-button {\n      &.collapsed {\n        @include border-bottom-radius(var(--#{$prefix}accordion-inner-border-radius));\n      }\n    }\n\n    > .accordion-collapse {\n      @include border-bottom-radius(var(--#{$prefix}accordion-border-radius));\n    }\n  }\n}\n\n.accordion-body {\n  padding: var(--#{$prefix}accordion-body-padding-y) var(--#{$prefix}accordion-body-padding-x);\n}\n\n\n// Flush accordion items\n//\n// Remove borders and border-radius to keep accordion items edge-to-edge.\n\n.accordion-flush {\n  > .accordion-item {\n    border-right: 0;\n    border-left: 0;\n    @include border-radius(0);\n\n    &:first-child { border-top: 0; }\n    &:last-child { border-bottom: 0; }\n\n    // stylelint-disable selector-max-class\n    > .accordion-header .accordion-button {\n      &,\n      &.collapsed {\n        @include border-radius(0);\n      }\n    }\n    // stylelint-enable selector-max-class\n\n    > .accordion-collapse {\n      @include border-radius(0);\n    }\n  }\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .accordion-button::after {\n      --#{$prefix}accordion-btn-icon: #{escape-svg($accordion-button-icon-dark)};\n      --#{$prefix}accordion-btn-active-icon: #{escape-svg($accordion-button-active-icon-dark)};\n    }\n  }\n}\n",".breadcrumb {\n  // scss-docs-start breadcrumb-css-vars\n  --#{$prefix}breadcrumb-padding-x: #{$breadcrumb-padding-x};\n  --#{$prefix}breadcrumb-padding-y: #{$breadcrumb-padding-y};\n  --#{$prefix}breadcrumb-margin-bottom: #{$breadcrumb-margin-bottom};\n  @include rfs($breadcrumb-font-size, --#{$prefix}breadcrumb-font-size);\n  --#{$prefix}breadcrumb-bg: #{$breadcrumb-bg};\n  --#{$prefix}breadcrumb-border-radius: #{$breadcrumb-border-radius};\n  --#{$prefix}breadcrumb-divider-color: #{$breadcrumb-divider-color};\n  --#{$prefix}breadcrumb-item-padding-x: #{$breadcrumb-item-padding-x};\n  --#{$prefix}breadcrumb-item-active-color: #{$breadcrumb-active-color};\n  // scss-docs-end breadcrumb-css-vars\n\n  display: flex;\n  flex-wrap: wrap;\n  padding: var(--#{$prefix}breadcrumb-padding-y) var(--#{$prefix}breadcrumb-padding-x);\n  margin-bottom: var(--#{$prefix}breadcrumb-margin-bottom);\n  @include font-size(var(--#{$prefix}breadcrumb-font-size));\n  list-style: none;\n  background-color: var(--#{$prefix}breadcrumb-bg);\n  @include border-radius(var(--#{$prefix}breadcrumb-border-radius));\n}\n\n.breadcrumb-item {\n  // The separator between breadcrumbs (by default, a forward-slash: \"/\")\n  + .breadcrumb-item {\n    padding-left: var(--#{$prefix}breadcrumb-item-padding-x);\n\n    &::before {\n      float: left; // Suppress inline spacings and underlining of the separator\n      padding-right: var(--#{$prefix}breadcrumb-item-padding-x);\n      color: var(--#{$prefix}breadcrumb-divider-color);\n      content: var(--#{$prefix}breadcrumb-divider, escape-svg($breadcrumb-divider)) #{\"/* rtl:\"} var(--#{$prefix}breadcrumb-divider, escape-svg($breadcrumb-divider-flipped)) #{\"*/\"};\n    }\n  }\n\n  &.active {\n    color: var(--#{$prefix}breadcrumb-item-active-color);\n  }\n}\n",".pagination {\n  // scss-docs-start pagination-css-vars\n  --#{$prefix}pagination-padding-x: #{$pagination-padding-x};\n  --#{$prefix}pagination-padding-y: #{$pagination-padding-y};\n  @include rfs($pagination-font-size, --#{$prefix}pagination-font-size);\n  --#{$prefix}pagination-color: #{$pagination-color};\n  --#{$prefix}pagination-bg: #{$pagination-bg};\n  --#{$prefix}pagination-border-width: #{$pagination-border-width};\n  --#{$prefix}pagination-border-color: #{$pagination-border-color};\n  --#{$prefix}pagination-border-radius: #{$pagination-border-radius};\n  --#{$prefix}pagination-hover-color: #{$pagination-hover-color};\n  --#{$prefix}pagination-hover-bg: #{$pagination-hover-bg};\n  --#{$prefix}pagination-hover-border-color: #{$pagination-hover-border-color};\n  --#{$prefix}pagination-focus-color: #{$pagination-focus-color};\n  --#{$prefix}pagination-focus-bg: #{$pagination-focus-bg};\n  --#{$prefix}pagination-focus-box-shadow: #{$pagination-focus-box-shadow};\n  --#{$prefix}pagination-active-color: #{$pagination-active-color};\n  --#{$prefix}pagination-active-bg: #{$pagination-active-bg};\n  --#{$prefix}pagination-active-border-color: #{$pagination-active-border-color};\n  --#{$prefix}pagination-disabled-color: #{$pagination-disabled-color};\n  --#{$prefix}pagination-disabled-bg: #{$pagination-disabled-bg};\n  --#{$prefix}pagination-disabled-border-color: #{$pagination-disabled-border-color};\n  // scss-docs-end pagination-css-vars\n\n  display: flex;\n  @include list-unstyled();\n}\n\n.page-link {\n  position: relative;\n  display: block;\n  padding: var(--#{$prefix}pagination-padding-y) var(--#{$prefix}pagination-padding-x);\n  @include font-size(var(--#{$prefix}pagination-font-size));\n  color: var(--#{$prefix}pagination-color);\n  text-decoration: if($link-decoration == none, null, none);\n  background-color: var(--#{$prefix}pagination-bg);\n  border: var(--#{$prefix}pagination-border-width) solid var(--#{$prefix}pagination-border-color);\n  @include transition($pagination-transition);\n\n  &:hover {\n    z-index: 2;\n    color: var(--#{$prefix}pagination-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n    background-color: var(--#{$prefix}pagination-hover-bg);\n    border-color: var(--#{$prefix}pagination-hover-border-color);\n  }\n\n  &:focus {\n    z-index: 3;\n    color: var(--#{$prefix}pagination-focus-color);\n    background-color: var(--#{$prefix}pagination-focus-bg);\n    outline: $pagination-focus-outline;\n    box-shadow: var(--#{$prefix}pagination-focus-box-shadow);\n  }\n\n  &.active,\n  .active > & {\n    z-index: 3;\n    color: var(--#{$prefix}pagination-active-color);\n    @include gradient-bg(var(--#{$prefix}pagination-active-bg));\n    border-color: var(--#{$prefix}pagination-active-border-color);\n  }\n\n  &.disabled,\n  .disabled > & {\n    color: var(--#{$prefix}pagination-disabled-color);\n    pointer-events: none;\n    background-color: var(--#{$prefix}pagination-disabled-bg);\n    border-color: var(--#{$prefix}pagination-disabled-border-color);\n  }\n}\n\n.page-item {\n  &:not(:first-child) .page-link {\n    margin-left: $pagination-margin-start;\n  }\n\n  @if $pagination-margin-start == calc(#{$pagination-border-width} * -1) {\n    &:first-child {\n      .page-link {\n        @include border-start-radius(var(--#{$prefix}pagination-border-radius));\n      }\n    }\n\n    &:last-child {\n      .page-link {\n        @include border-end-radius(var(--#{$prefix}pagination-border-radius));\n      }\n    }\n  } @else {\n    // Add border-radius to all pageLinks in case they have left margin\n    .page-link {\n      @include border-radius(var(--#{$prefix}pagination-border-radius));\n    }\n  }\n}\n\n\n//\n// Sizing\n//\n\n.pagination-lg {\n  @include pagination-size($pagination-padding-y-lg, $pagination-padding-x-lg, $font-size-lg, $pagination-border-radius-lg);\n}\n\n.pagination-sm {\n  @include pagination-size($pagination-padding-y-sm, $pagination-padding-x-sm, $font-size-sm, $pagination-border-radius-sm);\n}\n","// Pagination\n\n// scss-docs-start pagination-mixin\n@mixin pagination-size($padding-y, $padding-x, $font-size, $border-radius) {\n  --#{$prefix}pagination-padding-x: #{$padding-x};\n  --#{$prefix}pagination-padding-y: #{$padding-y};\n  @include rfs($font-size, --#{$prefix}pagination-font-size);\n  --#{$prefix}pagination-border-radius: #{$border-radius};\n}\n// scss-docs-end pagination-mixin\n","// Base class\n//\n// Requires one of the contextual, color modifier classes for `color` and\n// `background-color`.\n\n.badge {\n  // scss-docs-start badge-css-vars\n  --#{$prefix}badge-padding-x: #{$badge-padding-x};\n  --#{$prefix}badge-padding-y: #{$badge-padding-y};\n  @include rfs($badge-font-size, --#{$prefix}badge-font-size);\n  --#{$prefix}badge-font-weight: #{$badge-font-weight};\n  --#{$prefix}badge-color: #{$badge-color};\n  --#{$prefix}badge-border-radius: #{$badge-border-radius};\n  // scss-docs-end badge-css-vars\n\n  display: inline-block;\n  padding: var(--#{$prefix}badge-padding-y) var(--#{$prefix}badge-padding-x);\n  @include font-size(var(--#{$prefix}badge-font-size));\n  font-weight: var(--#{$prefix}badge-font-weight);\n  line-height: 1;\n  color: var(--#{$prefix}badge-color);\n  text-align: center;\n  white-space: nowrap;\n  vertical-align: baseline;\n  @include border-radius(var(--#{$prefix}badge-border-radius));\n  @include gradient-bg();\n\n  // Empty badges collapse automatically\n  &:empty {\n    display: none;\n  }\n}\n\n// Quick fix for badges in buttons\n.btn .badge {\n  position: relative;\n  top: -1px;\n}\n","//\n// Base styles\n//\n\n.alert {\n  // scss-docs-start alert-css-vars\n  --#{$prefix}alert-bg: transparent;\n  --#{$prefix}alert-padding-x: #{$alert-padding-x};\n  --#{$prefix}alert-padding-y: #{$alert-padding-y};\n  --#{$prefix}alert-margin-bottom: #{$alert-margin-bottom};\n  --#{$prefix}alert-color: inherit;\n  --#{$prefix}alert-border-color: transparent;\n  --#{$prefix}alert-border: #{$alert-border-width} solid var(--#{$prefix}alert-border-color);\n  --#{$prefix}alert-border-radius: #{$alert-border-radius};\n  --#{$prefix}alert-link-color: inherit;\n  // scss-docs-end alert-css-vars\n\n  position: relative;\n  padding: var(--#{$prefix}alert-padding-y) var(--#{$prefix}alert-padding-x);\n  margin-bottom: var(--#{$prefix}alert-margin-bottom);\n  color: var(--#{$prefix}alert-color);\n  background-color: var(--#{$prefix}alert-bg);\n  border: var(--#{$prefix}alert-border);\n  @include border-radius(var(--#{$prefix}alert-border-radius));\n}\n\n// Headings for larger alerts\n.alert-heading {\n  // Specified to prevent conflicts of changing $headings-color\n  color: inherit;\n}\n\n// Provide class for links that match alerts\n.alert-link {\n  font-weight: $alert-link-font-weight;\n  color: var(--#{$prefix}alert-link-color);\n}\n\n\n// Dismissible alerts\n//\n// Expand the right padding and account for the close button's positioning.\n\n.alert-dismissible {\n  padding-right: $alert-dismissible-padding-r;\n\n  // Adjust close link position\n  .btn-close {\n    position: absolute;\n    top: 0;\n    right: 0;\n    z-index: $stretched-link-z-index + 1;\n    padding: $alert-padding-y * 1.25 $alert-padding-x;\n  }\n}\n\n\n// scss-docs-start alert-modifiers\n// Generate contextual modifier classes for colorizing the alert\n@each $state in map-keys($theme-colors) {\n  .alert-#{$state} {\n    --#{$prefix}alert-color: var(--#{$prefix}#{$state}-text-emphasis);\n    --#{$prefix}alert-bg: var(--#{$prefix}#{$state}-bg-subtle);\n    --#{$prefix}alert-border-color: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}alert-link-color: var(--#{$prefix}#{$state}-text-emphasis);\n  }\n}\n// scss-docs-end alert-modifiers\n","// Disable animation if transitions are disabled\n\n// scss-docs-start progress-keyframes\n@if $enable-transitions {\n  @keyframes progress-bar-stripes {\n    0% { background-position-x: $progress-height; }\n  }\n}\n// scss-docs-end progress-keyframes\n\n.progress,\n.progress-stacked {\n  // scss-docs-start progress-css-vars\n  --#{$prefix}progress-height: #{$progress-height};\n  @include rfs($progress-font-size, --#{$prefix}progress-font-size);\n  --#{$prefix}progress-bg: #{$progress-bg};\n  --#{$prefix}progress-border-radius: #{$progress-border-radius};\n  --#{$prefix}progress-box-shadow: #{$progress-box-shadow};\n  --#{$prefix}progress-bar-color: #{$progress-bar-color};\n  --#{$prefix}progress-bar-bg: #{$progress-bar-bg};\n  --#{$prefix}progress-bar-transition: #{$progress-bar-transition};\n  // scss-docs-end progress-css-vars\n\n  display: flex;\n  height: var(--#{$prefix}progress-height);\n  overflow: hidden; // force rounded corners by cropping it\n  @include font-size(var(--#{$prefix}progress-font-size));\n  background-color: var(--#{$prefix}progress-bg);\n  @include border-radius(var(--#{$prefix}progress-border-radius));\n  @include box-shadow(var(--#{$prefix}progress-box-shadow));\n}\n\n.progress-bar {\n  display: flex;\n  flex-direction: column;\n  justify-content: center;\n  overflow: hidden;\n  color: var(--#{$prefix}progress-bar-color);\n  text-align: center;\n  white-space: nowrap;\n  background-color: var(--#{$prefix}progress-bar-bg);\n  @include transition(var(--#{$prefix}progress-bar-transition));\n}\n\n.progress-bar-striped {\n  @include gradient-striped();\n  background-size: var(--#{$prefix}progress-height) var(--#{$prefix}progress-height);\n}\n\n.progress-stacked > .progress {\n  overflow: visible;\n}\n\n.progress-stacked > .progress > .progress-bar {\n  width: 100%;\n}\n\n@if $enable-transitions {\n  .progress-bar-animated {\n    animation: $progress-bar-animation-timing progress-bar-stripes;\n\n    @if $enable-reduced-motion {\n      @media (prefers-reduced-motion: reduce) {\n        animation: none;\n      }\n    }\n  }\n}\n","// Base class\n//\n// Easily usable on <ul>, <ol>, or <div>.\n\n.list-group {\n  // scss-docs-start list-group-css-vars\n  --#{$prefix}list-group-color: #{$list-group-color};\n  --#{$prefix}list-group-bg: #{$list-group-bg};\n  --#{$prefix}list-group-border-color: #{$list-group-border-color};\n  --#{$prefix}list-group-border-width: #{$list-group-border-width};\n  --#{$prefix}list-group-border-radius: #{$list-group-border-radius};\n  --#{$prefix}list-group-item-padding-x: #{$list-group-item-padding-x};\n  --#{$prefix}list-group-item-padding-y: #{$list-group-item-padding-y};\n  --#{$prefix}list-group-action-color: #{$list-group-action-color};\n  --#{$prefix}list-group-action-hover-color: #{$list-group-action-hover-color};\n  --#{$prefix}list-group-action-hover-bg: #{$list-group-hover-bg};\n  --#{$prefix}list-group-action-active-color: #{$list-group-action-active-color};\n  --#{$prefix}list-group-action-active-bg: #{$list-group-action-active-bg};\n  --#{$prefix}list-group-disabled-color: #{$list-group-disabled-color};\n  --#{$prefix}list-group-disabled-bg: #{$list-group-disabled-bg};\n  --#{$prefix}list-group-active-color: #{$list-group-active-color};\n  --#{$prefix}list-group-active-bg: #{$list-group-active-bg};\n  --#{$prefix}list-group-active-border-color: #{$list-group-active-border-color};\n  // scss-docs-end list-group-css-vars\n\n  display: flex;\n  flex-direction: column;\n\n  // No need to set list-style: none; since .list-group-item is block level\n  padding-left: 0; // reset padding because ul and ol\n  margin-bottom: 0;\n  @include border-radius(var(--#{$prefix}list-group-border-radius));\n}\n\n.list-group-numbered {\n  list-style-type: none;\n  counter-reset: section;\n\n  > .list-group-item::before {\n    // Increments only this instance of the section counter\n    content: counters(section, \".\") \". \";\n    counter-increment: section;\n  }\n}\n\n// Interactive list items\n//\n// Use anchor or button elements instead of `li`s or `div`s to create interactive\n// list items. Includes an extra `.active` modifier class for selected items.\n\n.list-group-item-action {\n  width: 100%; // For `<button>`s (anchors become 100% by default though)\n  color: var(--#{$prefix}list-group-action-color);\n  text-align: inherit; // For `<button>`s (anchors inherit)\n\n  // Hover state\n  &:hover,\n  &:focus {\n    z-index: 1; // Place hover/focus items above their siblings for proper border styling\n    color: var(--#{$prefix}list-group-action-hover-color);\n    text-decoration: none;\n    background-color: var(--#{$prefix}list-group-action-hover-bg);\n  }\n\n  &:active {\n    color: var(--#{$prefix}list-group-action-active-color);\n    background-color: var(--#{$prefix}list-group-action-active-bg);\n  }\n}\n\n// Individual list items\n//\n// Use on `li`s or `div`s within the `.list-group` parent.\n\n.list-group-item {\n  position: relative;\n  display: block;\n  padding: var(--#{$prefix}list-group-item-padding-y) var(--#{$prefix}list-group-item-padding-x);\n  color: var(--#{$prefix}list-group-color);\n  text-decoration: if($link-decoration == none, null, none);\n  background-color: var(--#{$prefix}list-group-bg);\n  border: var(--#{$prefix}list-group-border-width) solid var(--#{$prefix}list-group-border-color);\n\n  &:first-child {\n    @include border-top-radius(inherit);\n  }\n\n  &:last-child {\n    @include border-bottom-radius(inherit);\n  }\n\n  &.disabled,\n  &:disabled {\n    color: var(--#{$prefix}list-group-disabled-color);\n    pointer-events: none;\n    background-color: var(--#{$prefix}list-group-disabled-bg);\n  }\n\n  // Include both here for `<a>`s and `<button>`s\n  &.active {\n    z-index: 2; // Place active items above their siblings for proper border styling\n    color: var(--#{$prefix}list-group-active-color);\n    background-color: var(--#{$prefix}list-group-active-bg);\n    border-color: var(--#{$prefix}list-group-active-border-color);\n  }\n\n  // stylelint-disable-next-line scss/selector-no-redundant-nesting-selector\n  & + .list-group-item {\n    border-top-width: 0;\n\n    &.active {\n      margin-top: calc(-1 * var(--#{$prefix}list-group-border-width)); // stylelint-disable-line function-disallowed-list\n      border-top-width: var(--#{$prefix}list-group-border-width);\n    }\n  }\n}\n\n// Horizontal\n//\n// Change the layout of list group items from vertical (default) to horizontal.\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    .list-group-horizontal#{$infix} {\n      flex-direction: row;\n\n      > .list-group-item {\n        &:first-child:not(:last-child) {\n          @include border-bottom-start-radius(var(--#{$prefix}list-group-border-radius));\n          @include border-top-end-radius(0);\n        }\n\n        &:last-child:not(:first-child) {\n          @include border-top-end-radius(var(--#{$prefix}list-group-border-radius));\n          @include border-bottom-start-radius(0);\n        }\n\n        &.active {\n          margin-top: 0;\n        }\n\n        + .list-group-item {\n          border-top-width: var(--#{$prefix}list-group-border-width);\n          border-left-width: 0;\n\n          &.active {\n            margin-left: calc(-1 * var(--#{$prefix}list-group-border-width)); // stylelint-disable-line function-disallowed-list\n            border-left-width: var(--#{$prefix}list-group-border-width);\n          }\n        }\n      }\n    }\n  }\n}\n\n\n// Flush list items\n//\n// Remove borders and border-radius to keep list group items edge-to-edge. Most\n// useful within other components (e.g., cards).\n\n.list-group-flush {\n  @include border-radius(0);\n\n  > .list-group-item {\n    border-width: 0 0 var(--#{$prefix}list-group-border-width);\n\n    &:last-child {\n      border-bottom-width: 0;\n    }\n  }\n}\n\n\n// scss-docs-start list-group-modifiers\n// List group contextual variants\n//\n// Add modifier classes to change text and background color on individual items.\n// Organizationally, this must come after the `:hover` states.\n\n@each $state in map-keys($theme-colors) {\n  .list-group-item-#{$state} {\n    --#{$prefix}list-group-color: var(--#{$prefix}#{$state}-text-emphasis);\n    --#{$prefix}list-group-bg: var(--#{$prefix}#{$state}-bg-subtle);\n    --#{$prefix}list-group-border-color: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}list-group-action-hover-color: var(--#{$prefix}emphasis-color);\n    --#{$prefix}list-group-action-hover-bg: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}list-group-action-active-color: var(--#{$prefix}emphasis-color);\n    --#{$prefix}list-group-action-active-bg: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}list-group-active-color: var(--#{$prefix}#{$state}-bg-subtle);\n    --#{$prefix}list-group-active-bg: var(--#{$prefix}#{$state}-text-emphasis);\n    --#{$prefix}list-group-active-border-color: var(--#{$prefix}#{$state}-text-emphasis);\n  }\n}\n// scss-docs-end list-group-modifiers\n","// Transparent background and border properties included for button version.\n// iOS requires the button element instead of an anchor tag.\n// If you want the anchor version, it requires `href=\"#\"`.\n// See https://developer.mozilla.org/en-US/docs/Web/Events/click#Safari_Mobile\n\n.btn-close {\n  // scss-docs-start close-css-vars\n  --#{$prefix}btn-close-color: #{$btn-close-color};\n  --#{$prefix}btn-close-bg: #{ escape-svg($btn-close-bg) };\n  --#{$prefix}btn-close-opacity: #{$btn-close-opacity};\n  --#{$prefix}btn-close-hover-opacity: #{$btn-close-hover-opacity};\n  --#{$prefix}btn-close-focus-shadow: #{$btn-close-focus-shadow};\n  --#{$prefix}btn-close-focus-opacity: #{$btn-close-focus-opacity};\n  --#{$prefix}btn-close-disabled-opacity: #{$btn-close-disabled-opacity};\n  --#{$prefix}btn-close-white-filter: #{$btn-close-white-filter};\n  // scss-docs-end close-css-vars\n\n  box-sizing: content-box;\n  width: $btn-close-width;\n  height: $btn-close-height;\n  padding: $btn-close-padding-y $btn-close-padding-x;\n  color: var(--#{$prefix}btn-close-color);\n  background: transparent var(--#{$prefix}btn-close-bg) center / $btn-close-width auto no-repeat; // include transparent for button elements\n  border: 0; // for button elements\n  @include border-radius();\n  opacity: var(--#{$prefix}btn-close-opacity);\n\n  // Override <a>'s hover style\n  &:hover {\n    color: var(--#{$prefix}btn-close-color);\n    text-decoration: none;\n    opacity: var(--#{$prefix}btn-close-hover-opacity);\n  }\n\n  &:focus {\n    outline: 0;\n    box-shadow: var(--#{$prefix}btn-close-focus-shadow);\n    opacity: var(--#{$prefix}btn-close-focus-opacity);\n  }\n\n  &:disabled,\n  &.disabled {\n    pointer-events: none;\n    user-select: none;\n    opacity: var(--#{$prefix}btn-close-disabled-opacity);\n  }\n}\n\n@mixin btn-close-white() {\n  filter: var(--#{$prefix}btn-close-white-filter);\n}\n\n.btn-close-white {\n  @include btn-close-white();\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .btn-close {\n      @include btn-close-white();\n    }\n  }\n}\n",".toast {\n  // scss-docs-start toast-css-vars\n  --#{$prefix}toast-zindex: #{$zindex-toast};\n  --#{$prefix}toast-padding-x: #{$toast-padding-x};\n  --#{$prefix}toast-padding-y: #{$toast-padding-y};\n  --#{$prefix}toast-spacing: #{$toast-spacing};\n  --#{$prefix}toast-max-width: #{$toast-max-width};\n  @include rfs($toast-font-size, --#{$prefix}toast-font-size);\n  --#{$prefix}toast-color: #{$toast-color};\n  --#{$prefix}toast-bg: #{$toast-background-color};\n  --#{$prefix}toast-border-width: #{$toast-border-width};\n  --#{$prefix}toast-border-color: #{$toast-border-color};\n  --#{$prefix}toast-border-radius: #{$toast-border-radius};\n  --#{$prefix}toast-box-shadow: #{$toast-box-shadow};\n  --#{$prefix}toast-header-color: #{$toast-header-color};\n  --#{$prefix}toast-header-bg: #{$toast-header-background-color};\n  --#{$prefix}toast-header-border-color: #{$toast-header-border-color};\n  // scss-docs-end toast-css-vars\n\n  width: var(--#{$prefix}toast-max-width);\n  max-width: 100%;\n  @include font-size(var(--#{$prefix}toast-font-size));\n  color: var(--#{$prefix}toast-color);\n  pointer-events: auto;\n  background-color: var(--#{$prefix}toast-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}toast-border-width) solid var(--#{$prefix}toast-border-color);\n  box-shadow: var(--#{$prefix}toast-box-shadow);\n  @include border-radius(var(--#{$prefix}toast-border-radius));\n\n  &.showing {\n    opacity: 0;\n  }\n\n  &:not(.show) {\n    display: none;\n  }\n}\n\n.toast-container {\n  --#{$prefix}toast-zindex: #{$zindex-toast};\n\n  position: absolute;\n  z-index: var(--#{$prefix}toast-zindex);\n  width: max-content;\n  max-width: 100%;\n  pointer-events: none;\n\n  > :not(:last-child) {\n    margin-bottom: var(--#{$prefix}toast-spacing);\n  }\n}\n\n.toast-header {\n  display: flex;\n  align-items: center;\n  padding: var(--#{$prefix}toast-padding-y) var(--#{$prefix}toast-padding-x);\n  color: var(--#{$prefix}toast-header-color);\n  background-color: var(--#{$prefix}toast-header-bg);\n  background-clip: padding-box;\n  border-bottom: var(--#{$prefix}toast-border-width) solid var(--#{$prefix}toast-header-border-color);\n  @include border-top-radius(calc(var(--#{$prefix}toast-border-radius) - var(--#{$prefix}toast-border-width)));\n\n  .btn-close {\n    margin-right: calc(-.5 * var(--#{$prefix}toast-padding-x)); // stylelint-disable-line function-disallowed-list\n    margin-left: var(--#{$prefix}toast-padding-x);\n  }\n}\n\n.toast-body {\n  padding: var(--#{$prefix}toast-padding-x);\n  word-wrap: break-word;\n}\n","// stylelint-disable function-disallowed-list\n\n// .modal-open      - body class for killing the scroll\n// .modal           - container to scroll within\n// .modal-dialog    - positioning shell for the actual modal\n// .modal-content   - actual modal w/ bg and corners and stuff\n\n\n// Container that the modal scrolls within\n.modal {\n  // scss-docs-start modal-css-vars\n  --#{$prefix}modal-zindex: #{$zindex-modal};\n  --#{$prefix}modal-width: #{$modal-md};\n  --#{$prefix}modal-padding: #{$modal-inner-padding};\n  --#{$prefix}modal-margin: #{$modal-dialog-margin};\n  --#{$prefix}modal-color: #{$modal-content-color};\n  --#{$prefix}modal-bg: #{$modal-content-bg};\n  --#{$prefix}modal-border-color: #{$modal-content-border-color};\n  --#{$prefix}modal-border-width: #{$modal-content-border-width};\n  --#{$prefix}modal-border-radius: #{$modal-content-border-radius};\n  --#{$prefix}modal-box-shadow: #{$modal-content-box-shadow-xs};\n  --#{$prefix}modal-inner-border-radius: #{$modal-content-inner-border-radius};\n  --#{$prefix}modal-header-padding-x: #{$modal-header-padding-x};\n  --#{$prefix}modal-header-padding-y: #{$modal-header-padding-y};\n  --#{$prefix}modal-header-padding: #{$modal-header-padding}; // Todo in v6: Split this padding into x and y\n  --#{$prefix}modal-header-border-color: #{$modal-header-border-color};\n  --#{$prefix}modal-header-border-width: #{$modal-header-border-width};\n  --#{$prefix}modal-title-line-height: #{$modal-title-line-height};\n  --#{$prefix}modal-footer-gap: #{$modal-footer-margin-between};\n  --#{$prefix}modal-footer-bg: #{$modal-footer-bg};\n  --#{$prefix}modal-footer-border-color: #{$modal-footer-border-color};\n  --#{$prefix}modal-footer-border-width: #{$modal-footer-border-width};\n  // scss-docs-end modal-css-vars\n\n  position: fixed;\n  top: 0;\n  left: 0;\n  z-index: var(--#{$prefix}modal-zindex);\n  display: none;\n  width: 100%;\n  height: 100%;\n  overflow-x: hidden;\n  overflow-y: auto;\n  // Prevent Chrome on Windows from adding a focus outline. For details, see\n  // https://github.com/twbs/bootstrap/pull/10951.\n  outline: 0;\n  // We deliberately don't use `-webkit-overflow-scrolling: touch;` due to a\n  // gnarly iOS Safari bug: https://bugs.webkit.org/show_bug.cgi?id=158342\n  // See also https://github.com/twbs/bootstrap/issues/17695\n}\n\n// Shell div to position the modal with bottom padding\n.modal-dialog {\n  position: relative;\n  width: auto;\n  margin: var(--#{$prefix}modal-margin);\n  // allow clicks to pass through for custom click handling to close modal\n  pointer-events: none;\n\n  // When fading in the modal, animate it to slide down\n  .modal.fade & {\n    @include transition($modal-transition);\n    transform: $modal-fade-transform;\n  }\n  .modal.show & {\n    transform: $modal-show-transform;\n  }\n\n  // When trying to close, animate focus to scale\n  .modal.modal-static & {\n    transform: $modal-scale-transform;\n  }\n}\n\n.modal-dialog-scrollable {\n  height: calc(100% - var(--#{$prefix}modal-margin) * 2);\n\n  .modal-content {\n    max-height: 100%;\n    overflow: hidden;\n  }\n\n  .modal-body {\n    overflow-y: auto;\n  }\n}\n\n.modal-dialog-centered {\n  display: flex;\n  align-items: center;\n  min-height: calc(100% - var(--#{$prefix}modal-margin) * 2);\n}\n\n// Actual modal\n.modal-content {\n  position: relative;\n  display: flex;\n  flex-direction: column;\n  width: 100%; // Ensure `.modal-content` extends the full width of the parent `.modal-dialog`\n  // counteract the pointer-events: none; in the .modal-dialog\n  color: var(--#{$prefix}modal-color);\n  pointer-events: auto;\n  background-color: var(--#{$prefix}modal-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}modal-border-width) solid var(--#{$prefix}modal-border-color);\n  @include border-radius(var(--#{$prefix}modal-border-radius));\n  @include box-shadow(var(--#{$prefix}modal-box-shadow));\n  // Remove focus outline from opened modal\n  outline: 0;\n}\n\n// Modal background\n.modal-backdrop {\n  // scss-docs-start modal-backdrop-css-vars\n  --#{$prefix}backdrop-zindex: #{$zindex-modal-backdrop};\n  --#{$prefix}backdrop-bg: #{$modal-backdrop-bg};\n  --#{$prefix}backdrop-opacity: #{$modal-backdrop-opacity};\n  // scss-docs-end modal-backdrop-css-vars\n\n  @include overlay-backdrop(var(--#{$prefix}backdrop-zindex), var(--#{$prefix}backdrop-bg), var(--#{$prefix}backdrop-opacity));\n}\n\n// Modal header\n// Top section of the modal w/ title and dismiss\n.modal-header {\n  display: flex;\n  flex-shrink: 0;\n  align-items: center;\n  padding: var(--#{$prefix}modal-header-padding);\n  border-bottom: var(--#{$prefix}modal-header-border-width) solid var(--#{$prefix}modal-header-border-color);\n  @include border-top-radius(var(--#{$prefix}modal-inner-border-radius));\n\n  .btn-close {\n    padding: calc(var(--#{$prefix}modal-header-padding-y) * .5) calc(var(--#{$prefix}modal-header-padding-x) * .5);\n    margin: calc(-.5 * var(--#{$prefix}modal-header-padding-y)) calc(-.5 * var(--#{$prefix}modal-header-padding-x)) calc(-.5 * var(--#{$prefix}modal-header-padding-y)) auto;\n  }\n}\n\n// Title text within header\n.modal-title {\n  margin-bottom: 0;\n  line-height: var(--#{$prefix}modal-title-line-height);\n}\n\n// Modal body\n// Where all modal content resides (sibling of .modal-header and .modal-footer)\n.modal-body {\n  position: relative;\n  // Enable `flex-grow: 1` so that the body take up as much space as possible\n  // when there should be a fixed height on `.modal-dialog`.\n  flex: 1 1 auto;\n  padding: var(--#{$prefix}modal-padding);\n}\n\n// Footer (for actions)\n.modal-footer {\n  display: flex;\n  flex-shrink: 0;\n  flex-wrap: wrap;\n  align-items: center; // vertically center\n  justify-content: flex-end; // Right align buttons with flex property because text-align doesn't work on flex items\n  padding: calc(var(--#{$prefix}modal-padding) - var(--#{$prefix}modal-footer-gap) * .5);\n  background-color: var(--#{$prefix}modal-footer-bg);\n  border-top: var(--#{$prefix}modal-footer-border-width) solid var(--#{$prefix}modal-footer-border-color);\n  @include border-bottom-radius(var(--#{$prefix}modal-inner-border-radius));\n\n  // Place margin between footer elements\n  // This solution is far from ideal because of the universal selector usage,\n  // but is needed to fix https://github.com/twbs/bootstrap/issues/24800\n  > * {\n    margin: calc(var(--#{$prefix}modal-footer-gap) * .5); // Todo in v6: replace with gap on parent class\n  }\n}\n\n// Scale up the modal\n@include media-breakpoint-up(sm) {\n  .modal {\n    --#{$prefix}modal-margin: #{$modal-dialog-margin-y-sm-up};\n    --#{$prefix}modal-box-shadow: #{$modal-content-box-shadow-sm-up};\n  }\n\n  // Automatically set modal's width for larger viewports\n  .modal-dialog {\n    max-width: var(--#{$prefix}modal-width);\n    margin-right: auto;\n    margin-left: auto;\n  }\n\n  .modal-sm {\n    --#{$prefix}modal-width: #{$modal-sm};\n  }\n}\n\n@include media-breakpoint-up(lg) {\n  .modal-lg,\n  .modal-xl {\n    --#{$prefix}modal-width: #{$modal-lg};\n  }\n}\n\n@include media-breakpoint-up(xl) {\n  .modal-xl {\n    --#{$prefix}modal-width: #{$modal-xl};\n  }\n}\n\n// scss-docs-start modal-fullscreen-loop\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n  $postfix: if($infix != \"\", $infix + \"-down\", \"\");\n\n  @include media-breakpoint-down($breakpoint) {\n    .modal-fullscreen#{$postfix} {\n      width: 100vw;\n      max-width: none;\n      height: 100%;\n      margin: 0;\n\n      .modal-content {\n        height: 100%;\n        border: 0;\n        @include border-radius(0);\n      }\n\n      .modal-header,\n      .modal-footer {\n        @include border-radius(0);\n      }\n\n      .modal-body {\n        overflow-y: auto;\n      }\n    }\n  }\n}\n// scss-docs-end modal-fullscreen-loop\n","// Shared between modals and offcanvases\n@mixin overlay-backdrop($zindex, $backdrop-bg, $backdrop-opacity) {\n  position: fixed;\n  top: 0;\n  left: 0;\n  z-index: $zindex;\n  width: 100vw;\n  height: 100vh;\n  background-color: $backdrop-bg;\n\n  // Fade for backdrop\n  &.fade { opacity: 0; }\n  &.show { opacity: $backdrop-opacity; }\n}\n","// Base class\n.tooltip {\n  // scss-docs-start tooltip-css-vars\n  --#{$prefix}tooltip-zindex: #{$zindex-tooltip};\n  --#{$prefix}tooltip-max-width: #{$tooltip-max-width};\n  --#{$prefix}tooltip-padding-x: #{$tooltip-padding-x};\n  --#{$prefix}tooltip-padding-y: #{$tooltip-padding-y};\n  --#{$prefix}tooltip-margin: #{$tooltip-margin};\n  @include rfs($tooltip-font-size, --#{$prefix}tooltip-font-size);\n  --#{$prefix}tooltip-color: #{$tooltip-color};\n  --#{$prefix}tooltip-bg: #{$tooltip-bg};\n  --#{$prefix}tooltip-border-radius: #{$tooltip-border-radius};\n  --#{$prefix}tooltip-opacity: #{$tooltip-opacity};\n  --#{$prefix}tooltip-arrow-width: #{$tooltip-arrow-width};\n  --#{$prefix}tooltip-arrow-height: #{$tooltip-arrow-height};\n  // scss-docs-end tooltip-css-vars\n\n  z-index: var(--#{$prefix}tooltip-zindex);\n  display: block;\n  margin: var(--#{$prefix}tooltip-margin);\n  @include deprecate(\"`$tooltip-margin`\", \"v5\", \"v5.x\", true);\n  // Our parent element can be arbitrary since tooltips are by default inserted as a sibling of their target element.\n  // So reset our font and text properties to avoid inheriting weird values.\n  @include reset-text();\n  @include font-size(var(--#{$prefix}tooltip-font-size));\n  // Allow breaking very long words so they don't overflow the tooltip's bounds\n  word-wrap: break-word;\n  opacity: 0;\n\n  &.show { opacity: var(--#{$prefix}tooltip-opacity); }\n\n  .tooltip-arrow {\n    display: block;\n    width: var(--#{$prefix}tooltip-arrow-width);\n    height: var(--#{$prefix}tooltip-arrow-height);\n\n    &::before {\n      position: absolute;\n      content: \"\";\n      border-color: transparent;\n      border-style: solid;\n    }\n  }\n}\n\n.bs-tooltip-top .tooltip-arrow {\n  bottom: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n\n  &::before {\n    top: -1px;\n    border-width: var(--#{$prefix}tooltip-arrow-height) calc(var(--#{$prefix}tooltip-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    border-top-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-tooltip-end .tooltip-arrow {\n  left: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n  width: var(--#{$prefix}tooltip-arrow-height);\n  height: var(--#{$prefix}tooltip-arrow-width);\n\n  &::before {\n    right: -1px;\n    border-width: calc(var(--#{$prefix}tooltip-arrow-width) * .5) var(--#{$prefix}tooltip-arrow-height) calc(var(--#{$prefix}tooltip-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    border-right-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-tooltip-bottom .tooltip-arrow {\n  top: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n\n  &::before {\n    bottom: -1px;\n    border-width: 0 calc(var(--#{$prefix}tooltip-arrow-width) * .5) var(--#{$prefix}tooltip-arrow-height); // stylelint-disable-line function-disallowed-list\n    border-bottom-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-tooltip-start .tooltip-arrow {\n  right: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n  width: var(--#{$prefix}tooltip-arrow-height);\n  height: var(--#{$prefix}tooltip-arrow-width);\n\n  &::before {\n    left: -1px;\n    border-width: calc(var(--#{$prefix}tooltip-arrow-width) * .5) 0 calc(var(--#{$prefix}tooltip-arrow-width) * .5) var(--#{$prefix}tooltip-arrow-height); // stylelint-disable-line function-disallowed-list\n    border-left-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-tooltip-auto {\n  &[data-popper-placement^=\"top\"] {\n    @extend .bs-tooltip-top;\n  }\n  &[data-popper-placement^=\"right\"] {\n    @extend .bs-tooltip-end;\n  }\n  &[data-popper-placement^=\"bottom\"] {\n    @extend .bs-tooltip-bottom;\n  }\n  &[data-popper-placement^=\"left\"] {\n    @extend .bs-tooltip-start;\n  }\n}\n\n// Wrapper for the tooltip content\n.tooltip-inner {\n  max-width: var(--#{$prefix}tooltip-max-width);\n  padding: var(--#{$prefix}tooltip-padding-y) var(--#{$prefix}tooltip-padding-x);\n  color: var(--#{$prefix}tooltip-color);\n  text-align: center;\n  background-color: var(--#{$prefix}tooltip-bg);\n  @include border-radius(var(--#{$prefix}tooltip-border-radius));\n}\n","@mixin reset-text {\n  font-family: $font-family-base;\n  // We deliberately do NOT reset font-size or overflow-wrap / word-wrap.\n  font-style: normal;\n  font-weight: $font-weight-normal;\n  line-height: $line-height-base;\n  text-align: left; // Fallback for where `start` is not supported\n  text-align: start;\n  text-decoration: none;\n  text-shadow: none;\n  text-transform: none;\n  letter-spacing: normal;\n  word-break: normal;\n  white-space: normal;\n  word-spacing: normal;\n  line-break: auto;\n}\n",".popover {\n  // scss-docs-start popover-css-vars\n  --#{$prefix}popover-zindex: #{$zindex-popover};\n  --#{$prefix}popover-max-width: #{$popover-max-width};\n  @include rfs($popover-font-size, --#{$prefix}popover-font-size);\n  --#{$prefix}popover-bg: #{$popover-bg};\n  --#{$prefix}popover-border-width: #{$popover-border-width};\n  --#{$prefix}popover-border-color: #{$popover-border-color};\n  --#{$prefix}popover-border-radius: #{$popover-border-radius};\n  --#{$prefix}popover-inner-border-radius: #{$popover-inner-border-radius};\n  --#{$prefix}popover-box-shadow: #{$popover-box-shadow};\n  --#{$prefix}popover-header-padding-x: #{$popover-header-padding-x};\n  --#{$prefix}popover-header-padding-y: #{$popover-header-padding-y};\n  @include rfs($popover-header-font-size, --#{$prefix}popover-header-font-size);\n  --#{$prefix}popover-header-color: #{$popover-header-color};\n  --#{$prefix}popover-header-bg: #{$popover-header-bg};\n  --#{$prefix}popover-body-padding-x: #{$popover-body-padding-x};\n  --#{$prefix}popover-body-padding-y: #{$popover-body-padding-y};\n  --#{$prefix}popover-body-color: #{$popover-body-color};\n  --#{$prefix}popover-arrow-width: #{$popover-arrow-width};\n  --#{$prefix}popover-arrow-height: #{$popover-arrow-height};\n  --#{$prefix}popover-arrow-border: var(--#{$prefix}popover-border-color);\n  // scss-docs-end popover-css-vars\n\n  z-index: var(--#{$prefix}popover-zindex);\n  display: block;\n  max-width: var(--#{$prefix}popover-max-width);\n  // Our parent element can be arbitrary since tooltips are by default inserted as a sibling of their target element.\n  // So reset our font and text properties to avoid inheriting weird values.\n  @include reset-text();\n  @include font-size(var(--#{$prefix}popover-font-size));\n  // Allow breaking very long words so they don't overflow the popover's bounds\n  word-wrap: break-word;\n  background-color: var(--#{$prefix}popover-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}popover-border-width) solid var(--#{$prefix}popover-border-color);\n  @include border-radius(var(--#{$prefix}popover-border-radius));\n  @include box-shadow(var(--#{$prefix}popover-box-shadow));\n\n  .popover-arrow {\n    display: block;\n    width: var(--#{$prefix}popover-arrow-width);\n    height: var(--#{$prefix}popover-arrow-height);\n\n    &::before,\n    &::after {\n      position: absolute;\n      display: block;\n      content: \"\";\n      border-color: transparent;\n      border-style: solid;\n      border-width: 0;\n    }\n  }\n}\n\n.bs-popover-top {\n  > .popover-arrow {\n    bottom: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n\n    &::before,\n    &::after {\n      border-width: var(--#{$prefix}popover-arrow-height) calc(var(--#{$prefix}popover-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      bottom: 0;\n      border-top-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      bottom: var(--#{$prefix}popover-border-width);\n      border-top-color: var(--#{$prefix}popover-bg);\n    }\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-popover-end {\n  > .popover-arrow {\n    left: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n    width: var(--#{$prefix}popover-arrow-height);\n    height: var(--#{$prefix}popover-arrow-width);\n\n    &::before,\n    &::after {\n      border-width: calc(var(--#{$prefix}popover-arrow-width) * .5) var(--#{$prefix}popover-arrow-height) calc(var(--#{$prefix}popover-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      left: 0;\n      border-right-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      left: var(--#{$prefix}popover-border-width);\n      border-right-color: var(--#{$prefix}popover-bg);\n    }\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-popover-bottom {\n  > .popover-arrow {\n    top: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n\n    &::before,\n    &::after {\n      border-width: 0 calc(var(--#{$prefix}popover-arrow-width) * .5) var(--#{$prefix}popover-arrow-height); // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      top: 0;\n      border-bottom-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      top: var(--#{$prefix}popover-border-width);\n      border-bottom-color: var(--#{$prefix}popover-bg);\n    }\n  }\n\n  // This will remove the popover-header's border just below the arrow\n  .popover-header::before {\n    position: absolute;\n    top: 0;\n    left: 50%;\n    display: block;\n    width: var(--#{$prefix}popover-arrow-width);\n    margin-left: calc(-.5 * var(--#{$prefix}popover-arrow-width)); // stylelint-disable-line function-disallowed-list\n    content: \"\";\n    border-bottom: var(--#{$prefix}popover-border-width) solid var(--#{$prefix}popover-header-bg);\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-popover-start {\n  > .popover-arrow {\n    right: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n    width: var(--#{$prefix}popover-arrow-height);\n    height: var(--#{$prefix}popover-arrow-width);\n\n    &::before,\n    &::after {\n      border-width: calc(var(--#{$prefix}popover-arrow-width) * .5) 0 calc(var(--#{$prefix}popover-arrow-width) * .5) var(--#{$prefix}popover-arrow-height); // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      right: 0;\n      border-left-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      right: var(--#{$prefix}popover-border-width);\n      border-left-color: var(--#{$prefix}popover-bg);\n    }\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-popover-auto {\n  &[data-popper-placement^=\"top\"] {\n    @extend .bs-popover-top;\n  }\n  &[data-popper-placement^=\"right\"] {\n    @extend .bs-popover-end;\n  }\n  &[data-popper-placement^=\"bottom\"] {\n    @extend .bs-popover-bottom;\n  }\n  &[data-popper-placement^=\"left\"] {\n    @extend .bs-popover-start;\n  }\n}\n\n// Offset the popover to account for the popover arrow\n.popover-header {\n  padding: var(--#{$prefix}popover-header-padding-y) var(--#{$prefix}popover-header-padding-x);\n  margin-bottom: 0; // Reset the default from Reboot\n  @include font-size(var(--#{$prefix}popover-header-font-size));\n  color: var(--#{$prefix}popover-header-color);\n  background-color: var(--#{$prefix}popover-header-bg);\n  border-bottom: var(--#{$prefix}popover-border-width) solid var(--#{$prefix}popover-border-color);\n  @include border-top-radius(var(--#{$prefix}popover-inner-border-radius));\n\n  &:empty {\n    display: none;\n  }\n}\n\n.popover-body {\n  padding: var(--#{$prefix}popover-body-padding-y) var(--#{$prefix}popover-body-padding-x);\n  color: var(--#{$prefix}popover-body-color);\n}\n","// Notes on the classes:\n//\n// 1. .carousel.pointer-event should ideally be pan-y (to allow for users to scroll vertically)\n//    even when their scroll action started on a carousel, but for compatibility (with Firefox)\n//    we're preventing all actions instead\n// 2. The .carousel-item-start and .carousel-item-end is used to indicate where\n//    the active slide is heading.\n// 3. .active.carousel-item is the current slide.\n// 4. .active.carousel-item-start and .active.carousel-item-end is the current\n//    slide in its in-transition state. Only one of these occurs at a time.\n// 5. .carousel-item-next.carousel-item-start and .carousel-item-prev.carousel-item-end\n//    is the upcoming slide in transition.\n\n.carousel {\n  position: relative;\n}\n\n.carousel.pointer-event {\n  touch-action: pan-y;\n}\n\n.carousel-inner {\n  position: relative;\n  width: 100%;\n  overflow: hidden;\n  @include clearfix();\n}\n\n.carousel-item {\n  position: relative;\n  display: none;\n  float: left;\n  width: 100%;\n  margin-right: -100%;\n  backface-visibility: hidden;\n  @include transition($carousel-transition);\n}\n\n.carousel-item.active,\n.carousel-item-next,\n.carousel-item-prev {\n  display: block;\n}\n\n.carousel-item-next:not(.carousel-item-start),\n.active.carousel-item-end {\n  transform: translateX(100%);\n}\n\n.carousel-item-prev:not(.carousel-item-end),\n.active.carousel-item-start {\n  transform: translateX(-100%);\n}\n\n\n//\n// Alternate transitions\n//\n\n.carousel-fade {\n  .carousel-item {\n    opacity: 0;\n    transition-property: opacity;\n    transform: none;\n  }\n\n  .carousel-item.active,\n  .carousel-item-next.carousel-item-start,\n  .carousel-item-prev.carousel-item-end {\n    z-index: 1;\n    opacity: 1;\n  }\n\n  .active.carousel-item-start,\n  .active.carousel-item-end {\n    z-index: 0;\n    opacity: 0;\n    @include transition(opacity 0s $carousel-transition-duration);\n  }\n}\n\n\n//\n// Left/right controls for nav\n//\n\n.carousel-control-prev,\n.carousel-control-next {\n  position: absolute;\n  top: 0;\n  bottom: 0;\n  z-index: 1;\n  // Use flex for alignment (1-3)\n  display: flex; // 1. allow flex styles\n  align-items: center; // 2. vertically center contents\n  justify-content: center; // 3. horizontally center contents\n  width: $carousel-control-width;\n  padding: 0;\n  color: $carousel-control-color;\n  text-align: center;\n  background: none;\n  border: 0;\n  opacity: $carousel-control-opacity;\n  @include transition($carousel-control-transition);\n\n  // Hover/focus state\n  &:hover,\n  &:focus {\n    color: $carousel-control-color;\n    text-decoration: none;\n    outline: 0;\n    opacity: $carousel-control-hover-opacity;\n  }\n}\n.carousel-control-prev {\n  left: 0;\n  background-image: if($enable-gradients, linear-gradient(90deg, rgba($black, .25), rgba($black, .001)), null);\n}\n.carousel-control-next {\n  right: 0;\n  background-image: if($enable-gradients, linear-gradient(270deg, rgba($black, .25), rgba($black, .001)), null);\n}\n\n// Icons for within\n.carousel-control-prev-icon,\n.carousel-control-next-icon {\n  display: inline-block;\n  width: $carousel-control-icon-width;\n  height: $carousel-control-icon-width;\n  background-repeat: no-repeat;\n  background-position: 50%;\n  background-size: 100% 100%;\n}\n\n.carousel-control-prev-icon {\n  background-image: escape-svg($carousel-control-prev-icon-bg) #{\"/*rtl:\" + escape-svg($carousel-control-next-icon-bg) + \"*/\"};\n}\n.carousel-control-next-icon {\n  background-image: escape-svg($carousel-control-next-icon-bg) #{\"/*rtl:\" + escape-svg($carousel-control-prev-icon-bg) + \"*/\"};\n}\n\n// Optional indicator pips/controls\n//\n// Add a container (such as a list) with the following class and add an item (ideally a focusable control,\n// like a button) with data-bs-target for each slide your carousel holds.\n\n.carousel-indicators {\n  position: absolute;\n  right: 0;\n  bottom: 0;\n  left: 0;\n  z-index: 2;\n  display: flex;\n  justify-content: center;\n  padding: 0;\n  // Use the .carousel-control's width as margin so we don't overlay those\n  margin-right: $carousel-control-width;\n  margin-bottom: 1rem;\n  margin-left: $carousel-control-width;\n\n  [data-bs-target] {\n    box-sizing: content-box;\n    flex: 0 1 auto;\n    width: $carousel-indicator-width;\n    height: $carousel-indicator-height;\n    padding: 0;\n    margin-right: $carousel-indicator-spacer;\n    margin-left: $carousel-indicator-spacer;\n    text-indent: -999px;\n    cursor: pointer;\n    background-color: $carousel-indicator-active-bg;\n    background-clip: padding-box;\n    border: 0;\n    // Use transparent borders to increase the hit area by 10px on top and bottom.\n    border-top: $carousel-indicator-hit-area-height solid transparent;\n    border-bottom: $carousel-indicator-hit-area-height solid transparent;\n    opacity: $carousel-indicator-opacity;\n    @include transition($carousel-indicator-transition);\n  }\n\n  .active {\n    opacity: $carousel-indicator-active-opacity;\n  }\n}\n\n\n// Optional captions\n//\n//\n\n.carousel-caption {\n  position: absolute;\n  right: (100% - $carousel-caption-width) * .5;\n  bottom: $carousel-caption-spacer;\n  left: (100% - $carousel-caption-width) * .5;\n  padding-top: $carousel-caption-padding-y;\n  padding-bottom: $carousel-caption-padding-y;\n  color: $carousel-caption-color;\n  text-align: center;\n}\n\n// Dark mode carousel\n\n@mixin carousel-dark() {\n  .carousel-control-prev-icon,\n  .carousel-control-next-icon {\n    filter: $carousel-dark-control-icon-filter;\n  }\n\n  .carousel-indicators [data-bs-target] {\n    background-color: $carousel-dark-indicator-active-bg;\n  }\n\n  .carousel-caption {\n    color: $carousel-dark-caption-color;\n  }\n}\n\n.carousel-dark {\n  @include carousel-dark();\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    @if $color-mode-type == \"media-query\" {\n      .carousel {\n        @include carousel-dark();\n      }\n    } @else {\n      .carousel,\n      &.carousel {\n        @include carousel-dark();\n      }\n    }\n  }\n}\n","// scss-docs-start clearfix\n@mixin clearfix() {\n  &::after {\n    display: block;\n    clear: both;\n    content: \"\";\n  }\n}\n// scss-docs-end clearfix\n","//\n// Rotating border\n//\n\n.spinner-grow,\n.spinner-border {\n  display: inline-block;\n  width: var(--#{$prefix}spinner-width);\n  height: var(--#{$prefix}spinner-height);\n  vertical-align: var(--#{$prefix}spinner-vertical-align);\n  // stylelint-disable-next-line property-disallowed-list\n  border-radius: 50%;\n  animation: var(--#{$prefix}spinner-animation-speed) linear infinite var(--#{$prefix}spinner-animation-name);\n}\n\n// scss-docs-start spinner-border-keyframes\n@keyframes spinner-border {\n  to { transform: rotate(360deg) #{\"/* rtl:ignore */\"}; }\n}\n// scss-docs-end spinner-border-keyframes\n\n.spinner-border {\n  // scss-docs-start spinner-border-css-vars\n  --#{$prefix}spinner-width: #{$spinner-width};\n  --#{$prefix}spinner-height: #{$spinner-height};\n  --#{$prefix}spinner-vertical-align: #{$spinner-vertical-align};\n  --#{$prefix}spinner-border-width: #{$spinner-border-width};\n  --#{$prefix}spinner-animation-speed: #{$spinner-animation-speed};\n  --#{$prefix}spinner-animation-name: spinner-border;\n  // scss-docs-end spinner-border-css-vars\n\n  border: var(--#{$prefix}spinner-border-width) solid currentcolor;\n  border-right-color: transparent;\n}\n\n.spinner-border-sm {\n  // scss-docs-start spinner-border-sm-css-vars\n  --#{$prefix}spinner-width: #{$spinner-width-sm};\n  --#{$prefix}spinner-height: #{$spinner-height-sm};\n  --#{$prefix}spinner-border-width: #{$spinner-border-width-sm};\n  // scss-docs-end spinner-border-sm-css-vars\n}\n\n//\n// Growing circle\n//\n\n// scss-docs-start spinner-grow-keyframes\n@keyframes spinner-grow {\n  0% {\n    transform: scale(0);\n  }\n  50% {\n    opacity: 1;\n    transform: none;\n  }\n}\n// scss-docs-end spinner-grow-keyframes\n\n.spinner-grow {\n  // scss-docs-start spinner-grow-css-vars\n  --#{$prefix}spinner-width: #{$spinner-width};\n  --#{$prefix}spinner-height: #{$spinner-height};\n  --#{$prefix}spinner-vertical-align: #{$spinner-vertical-align};\n  --#{$prefix}spinner-animation-speed: #{$spinner-animation-speed};\n  --#{$prefix}spinner-animation-name: spinner-grow;\n  // scss-docs-end spinner-grow-css-vars\n\n  background-color: currentcolor;\n  opacity: 0;\n}\n\n.spinner-grow-sm {\n  --#{$prefix}spinner-width: #{$spinner-width-sm};\n  --#{$prefix}spinner-height: #{$spinner-height-sm};\n}\n\n@if $enable-reduced-motion {\n  @media (prefers-reduced-motion: reduce) {\n    .spinner-border,\n    .spinner-grow {\n      --#{$prefix}spinner-animation-speed: #{$spinner-animation-speed * 2};\n    }\n  }\n}\n","// stylelint-disable function-disallowed-list\n\n%offcanvas-css-vars {\n  // scss-docs-start offcanvas-css-vars\n  --#{$prefix}offcanvas-zindex: #{$zindex-offcanvas};\n  --#{$prefix}offcanvas-width: #{$offcanvas-horizontal-width};\n  --#{$prefix}offcanvas-height: #{$offcanvas-vertical-height};\n  --#{$prefix}offcanvas-padding-x: #{$offcanvas-padding-x};\n  --#{$prefix}offcanvas-padding-y: #{$offcanvas-padding-y};\n  --#{$prefix}offcanvas-color: #{$offcanvas-color};\n  --#{$prefix}offcanvas-bg: #{$offcanvas-bg-color};\n  --#{$prefix}offcanvas-border-width: #{$offcanvas-border-width};\n  --#{$prefix}offcanvas-border-color: #{$offcanvas-border-color};\n  --#{$prefix}offcanvas-box-shadow: #{$offcanvas-box-shadow};\n  --#{$prefix}offcanvas-transition: #{transform $offcanvas-transition-duration ease-in-out};\n  --#{$prefix}offcanvas-title-line-height: #{$offcanvas-title-line-height};\n  // scss-docs-end offcanvas-css-vars\n}\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $next: breakpoint-next($breakpoint, $grid-breakpoints);\n  $infix: breakpoint-infix($next, $grid-breakpoints);\n\n  .offcanvas#{$infix} {\n    @extend %offcanvas-css-vars;\n  }\n}\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $next: breakpoint-next($breakpoint, $grid-breakpoints);\n  $infix: breakpoint-infix($next, $grid-breakpoints);\n\n  .offcanvas#{$infix} {\n    @include media-breakpoint-down($next) {\n      position: fixed;\n      bottom: 0;\n      z-index: var(--#{$prefix}offcanvas-zindex);\n      display: flex;\n      flex-direction: column;\n      max-width: 100%;\n      color: var(--#{$prefix}offcanvas-color);\n      visibility: hidden;\n      background-color: var(--#{$prefix}offcanvas-bg);\n      background-clip: padding-box;\n      outline: 0;\n      @include box-shadow(var(--#{$prefix}offcanvas-box-shadow));\n      @include transition(var(--#{$prefix}offcanvas-transition));\n\n      &.offcanvas-start {\n        top: 0;\n        left: 0;\n        width: var(--#{$prefix}offcanvas-width);\n        border-right: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateX(-100%);\n      }\n\n      &.offcanvas-end {\n        top: 0;\n        right: 0;\n        width: var(--#{$prefix}offcanvas-width);\n        border-left: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateX(100%);\n      }\n\n      &.offcanvas-top {\n        top: 0;\n        right: 0;\n        left: 0;\n        height: var(--#{$prefix}offcanvas-height);\n        max-height: 100%;\n        border-bottom: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateY(-100%);\n      }\n\n      &.offcanvas-bottom {\n        right: 0;\n        left: 0;\n        height: var(--#{$prefix}offcanvas-height);\n        max-height: 100%;\n        border-top: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateY(100%);\n      }\n\n      &.showing,\n      &.show:not(.hiding) {\n        transform: none;\n      }\n\n      &.showing,\n      &.hiding,\n      &.show {\n        visibility: visible;\n      }\n    }\n\n    @if not ($infix == \"\") {\n      @include media-breakpoint-up($next) {\n        --#{$prefix}offcanvas-height: auto;\n        --#{$prefix}offcanvas-border-width: 0;\n        background-color: transparent !important; // stylelint-disable-line declaration-no-important\n\n        .offcanvas-header {\n          display: none;\n        }\n\n        .offcanvas-body {\n          display: flex;\n          flex-grow: 0;\n          padding: 0;\n          overflow-y: visible;\n          // Reset `background-color` in case `.bg-*` classes are used in offcanvas\n          background-color: transparent !important; // stylelint-disable-line declaration-no-important\n        }\n      }\n    }\n  }\n}\n\n.offcanvas-backdrop {\n  @include overlay-backdrop($zindex-offcanvas-backdrop, $offcanvas-backdrop-bg, $offcanvas-backdrop-opacity);\n}\n\n.offcanvas-header {\n  display: flex;\n  align-items: center;\n  padding: var(--#{$prefix}offcanvas-padding-y) var(--#{$prefix}offcanvas-padding-x);\n\n  .btn-close {\n    padding: calc(var(--#{$prefix}offcanvas-padding-y) * .5) calc(var(--#{$prefix}offcanvas-padding-x) * .5);\n    margin: calc(-.5 * var(--#{$prefix}offcanvas-padding-y)) calc(-.5 * var(--#{$prefix}offcanvas-padding-x)) calc(-.5 * var(--#{$prefix}offcanvas-padding-y)) auto;\n  }\n}\n\n.offcanvas-title {\n  margin-bottom: 0;\n  line-height: var(--#{$prefix}offcanvas-title-line-height);\n}\n\n.offcanvas-body {\n  flex-grow: 1;\n  padding: var(--#{$prefix}offcanvas-padding-y) var(--#{$prefix}offcanvas-padding-x);\n  overflow-y: auto;\n}\n",".placeholder {\n  display: inline-block;\n  min-height: 1em;\n  vertical-align: middle;\n  cursor: wait;\n  background-color: currentcolor;\n  opacity: $placeholder-opacity-max;\n\n  &.btn::before {\n    display: inline-block;\n    content: \"\";\n  }\n}\n\n// Sizing\n.placeholder-xs {\n  min-height: .6em;\n}\n\n.placeholder-sm {\n  min-height: .8em;\n}\n\n.placeholder-lg {\n  min-height: 1.2em;\n}\n\n// Animation\n.placeholder-glow {\n  .placeholder {\n    animation: placeholder-glow 2s ease-in-out infinite;\n  }\n}\n\n@keyframes placeholder-glow {\n  50% {\n    opacity: $placeholder-opacity-min;\n  }\n}\n\n.placeholder-wave {\n  mask-image: linear-gradient(130deg, $black 55%, rgba(0, 0, 0, (1 - $placeholder-opacity-min)) 75%, $black 95%);\n  mask-size: 200% 100%;\n  animation: placeholder-wave 2s linear infinite;\n}\n\n@keyframes placeholder-wave {\n  100% {\n    mask-position: -200% 0%;\n  }\n}\n","// All-caps `RGBA()` function used because of this Sass bug: https://github.com/sass/node-sass/issues/2251\n@each $color, $value in $theme-colors {\n  .text-bg-#{$color} {\n    color: color-contrast($value) if($enable-important-utilities, !important, null);\n    background-color: RGBA(var(--#{$prefix}#{$color}-rgb), var(--#{$prefix}bg-opacity, 1)) if($enable-important-utilities, !important, null);\n  }\n}\n","// All-caps `RGBA()` function used because of this Sass bug: https://github.com/sass/node-sass/issues/2251\n@each $color, $value in $theme-colors {\n  .link-#{$color} {\n    color: RGBA(var(--#{$prefix}#{$color}-rgb), var(--#{$prefix}link-opacity, 1)) if($enable-important-utilities, !important, null);\n    text-decoration-color: RGBA(var(--#{$prefix}#{$color}-rgb), var(--#{$prefix}link-underline-opacity, 1)) if($enable-important-utilities, !important, null);\n\n    @if $link-shade-percentage != 0 {\n      &:hover,\n      &:focus {\n        $hover-color: if(color-contrast($value) == $color-contrast-light, shade-color($value, $link-shade-percentage), tint-color($value, $link-shade-percentage));\n        color: RGBA(#{to-rgb($hover-color)}, var(--#{$prefix}link-opacity, 1)) if($enable-important-utilities, !important, null);\n        text-decoration-color: RGBA(to-rgb($hover-color), var(--#{$prefix}link-underline-opacity, 1)) if($enable-important-utilities, !important, null);\n      }\n    }\n  }\n}\n\n// One-off special link helper as a bridge until v6\n.link-body-emphasis {\n  color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-opacity, 1)) if($enable-important-utilities, !important, null);\n  text-decoration-color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-underline-opacity, 1)) if($enable-important-utilities, !important, null);\n\n  @if $link-shade-percentage != 0 {\n    &:hover,\n    &:focus {\n      color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-opacity, .75)) if($enable-important-utilities, !important, null);\n      text-decoration-color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-underline-opacity, .75)) if($enable-important-utilities, !important, null);\n    }\n  }\n}\n",".focus-ring:focus {\n  outline: 0;\n  // By default, there is no `--bs-focus-ring-x`, `--bs-focus-ring-y`, or `--bs-focus-ring-blur`, but we provide CSS variables with fallbacks to initial `0` values\n  box-shadow: var(--#{$prefix}focus-ring-x, 0) var(--#{$prefix}focus-ring-y, 0) var(--#{$prefix}focus-ring-blur, 0) var(--#{$prefix}focus-ring-width) var(--#{$prefix}focus-ring-color);\n}\n",".icon-link {\n  display: inline-flex;\n  gap: $icon-link-gap;\n  align-items: center;\n  text-decoration-color: rgba(var(--#{$prefix}link-color-rgb), var(--#{$prefix}link-opacity, .5));\n  text-underline-offset: $icon-link-underline-offset;\n  backface-visibility: hidden;\n\n  > .bi {\n    flex-shrink: 0;\n    width: $icon-link-icon-size;\n    height: $icon-link-icon-size;\n    fill: currentcolor;\n    @include transition($icon-link-icon-transition);\n  }\n}\n\n.icon-link-hover {\n  &:hover,\n  &:focus-visible {\n    > .bi {\n      transform: var(--#{$prefix}icon-link-transform, $icon-link-icon-transform);\n    }\n  }\n}\n","// Credit: Nicolas Gallagher and SUIT CSS.\n\n.ratio {\n  position: relative;\n  width: 100%;\n\n  &::before {\n    display: block;\n    padding-top: var(--#{$prefix}aspect-ratio);\n    content: \"\";\n  }\n\n  > * {\n    position: absolute;\n    top: 0;\n    left: 0;\n    width: 100%;\n    height: 100%;\n  }\n}\n\n@each $key, $ratio in $aspect-ratios {\n  .ratio-#{$key} {\n    --#{$prefix}aspect-ratio: #{$ratio};\n  }\n}\n","// Shorthand\n\n.fixed-top {\n  position: fixed;\n  top: 0;\n  right: 0;\n  left: 0;\n  z-index: $zindex-fixed;\n}\n\n.fixed-bottom {\n  position: fixed;\n  right: 0;\n  bottom: 0;\n  left: 0;\n  z-index: $zindex-fixed;\n}\n\n// Responsive sticky top and bottom\n@each $breakpoint in map-keys($grid-breakpoints) {\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    .sticky#{$infix}-top {\n      position: sticky;\n      top: 0;\n      z-index: $zindex-sticky;\n    }\n\n    .sticky#{$infix}-bottom {\n      position: sticky;\n      bottom: 0;\n      z-index: $zindex-sticky;\n    }\n  }\n}\n","// scss-docs-start stacks\n.hstack {\n  display: flex;\n  flex-direction: row;\n  align-items: center;\n  align-self: stretch;\n}\n\n.vstack {\n  display: flex;\n  flex: 1 1 auto;\n  flex-direction: column;\n  align-self: stretch;\n}\n// scss-docs-end stacks\n","//\n// Visually hidden\n//\n\n.visually-hidden,\n.visually-hidden-focusable:not(:focus):not(:focus-within) {\n  @include visually-hidden();\n}\n","// stylelint-disable declaration-no-important\n\n// Hide content visually while keeping it accessible to assistive technologies\n//\n// See: https://www.a11yproject.com/posts/2013-01-11-how-to-hide-content/\n// See: https://kittygiraudel.com/2016/10/13/css-hide-and-seek/\n\n@mixin visually-hidden() {\n  width: 1px !important;\n  height: 1px !important;\n  padding: 0 !important;\n  margin: -1px !important; // Fix for https://github.com/twbs/bootstrap/issues/25686\n  overflow: hidden !important;\n  clip: rect(0, 0, 0, 0) !important;\n  white-space: nowrap !important;\n  border: 0 !important;\n\n  // Fix for positioned table caption that could become anonymous cells\n  &:not(caption) {\n    position: absolute !important;\n  }\n}\n\n// Use to only display content when it's focused, or one of its child elements is focused\n// (i.e. when focus is within the element/container that the class was applied to)\n//\n// Useful for \"Skip to main content\" links; see https://www.w3.org/TR/2013/NOTE-WCAG20-TECHS-20130905/G1\n\n@mixin visually-hidden-focusable() {\n  &:not(:focus):not(:focus-within) {\n    @include visually-hidden();\n  }\n}\n","//\n// Stretched link\n//\n\n.stretched-link {\n  &::#{$stretched-link-pseudo-element} {\n    position: absolute;\n    top: 0;\n    right: 0;\n    bottom: 0;\n    left: 0;\n    z-index: $stretched-link-z-index;\n    content: \"\";\n  }\n}\n","//\n// Text truncation\n//\n\n.text-truncate {\n  @include text-truncate();\n}\n","// Text truncate\n// Requires inline-block or block for proper styling\n\n@mixin text-truncate() {\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n}\n",".vr {\n  display: inline-block;\n  align-self: stretch;\n  width: $vr-border-width;\n  min-height: 1em;\n  background-color: currentcolor;\n  opacity: $hr-opacity;\n}\n","// Utility generator\n// Used to generate utilities & print utilities\n@mixin generate-utility($utility, $infix: \"\", $is-rfs-media-query: false) {\n  $values: map-get($utility, values);\n\n  // If the values are a list or string, convert it into a map\n  @if type-of($values) == \"string\" or type-of(nth($values, 1)) != \"list\" {\n    $values: zip($values, $values);\n  }\n\n  @each $key, $value in $values {\n    $properties: map-get($utility, property);\n\n    // Multiple properties are possible, for example with vertical or horizontal margins or paddings\n    @if type-of($properties) == \"string\" {\n      $properties: append((), $properties);\n    }\n\n    // Use custom class if present\n    $property-class: if(map-has-key($utility, class), map-get($utility, class), nth($properties, 1));\n    $property-class: if($property-class == null, \"\", $property-class);\n\n    // Use custom CSS variable name if present, otherwise default to `class`\n    $css-variable-name: if(map-has-key($utility, css-variable-name), map-get($utility, css-variable-name), map-get($utility, class));\n\n    // State params to generate pseudo-classes\n    $state: if(map-has-key($utility, state), map-get($utility, state), ());\n\n    $infix: if($property-class == \"\" and str-slice($infix, 1, 1) == \"-\", str-slice($infix, 2), $infix);\n\n    // Don't prefix if value key is null (e.g. with shadow class)\n    $property-class-modifier: if($key, if($property-class == \"\" and $infix == \"\", \"\", \"-\") + $key, \"\");\n\n    @if map-get($utility, rfs) {\n      // Inside the media query\n      @if $is-rfs-media-query {\n        $val: rfs-value($value);\n\n        // Do not render anything if fluid and non fluid values are the same\n        $value: if($val == rfs-fluid-value($value), null, $val);\n      }\n      @else {\n        $value: rfs-fluid-value($value);\n      }\n    }\n\n    $is-css-var: map-get($utility, css-var);\n    $is-local-vars: map-get($utility, local-vars);\n    $is-rtl: map-get($utility, rtl);\n\n    @if $value != null {\n      @if $is-rtl == false {\n        /* rtl:begin:remove */\n      }\n\n      @if $is-css-var {\n        .#{$property-class + $infix + $property-class-modifier} {\n          --#{$prefix}#{$css-variable-name}: #{$value};\n        }\n\n        @each $pseudo in $state {\n          .#{$property-class + $infix + $property-class-modifier}-#{$pseudo}:#{$pseudo} {\n            --#{$prefix}#{$css-variable-name}: #{$value};\n          }\n        }\n      } @else {\n        .#{$property-class + $infix + $property-class-modifier} {\n          @each $property in $properties {\n            @if $is-local-vars {\n              @each $local-var, $variable in $is-local-vars {\n                --#{$prefix}#{$local-var}: #{$variable};\n              }\n            }\n            #{$property}: $value if($enable-important-utilities, !important, null);\n          }\n        }\n\n        @each $pseudo in $state {\n          .#{$property-class + $infix + $property-class-modifier}-#{$pseudo}:#{$pseudo} {\n            @each $property in $properties {\n              @if $is-local-vars {\n                @each $local-var, $variable in $is-local-vars {\n                  --#{$prefix}#{$local-var}: #{$variable};\n                }\n              }\n              #{$property}: $value if($enable-important-utilities, !important, null);\n            }\n          }\n        }\n      }\n\n      @if $is-rtl == false {\n        /* rtl:end:remove */\n      }\n    }\n  }\n}\n","// Loop over each breakpoint\n@each $breakpoint in map-keys($grid-breakpoints) {\n\n  // Generate media query if needed\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    // Loop over each utility property\n    @each $key, $utility in $utilities {\n      // The utility can be disabled with `false`, thus check if the utility is a map first\n      // Only proceed if responsive media queries are enabled or if it's the base media query\n      @if type-of($utility) == \"map\" and (map-get($utility, responsive) or $infix == \"\") {\n        @include generate-utility($utility, $infix);\n      }\n    }\n  }\n}\n\n// RFS rescaling\n@media (min-width: $rfs-mq-value) {\n  @each $breakpoint in map-keys($grid-breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    @if (map-get($grid-breakpoints, $breakpoint) < $rfs-breakpoint) {\n      // Loop over each utility property\n      @each $key, $utility in $utilities {\n        // The utility can be disabled with `false`, thus check if the utility is a map first\n        // Only proceed if responsive media queries are enabled or if it's the base media query\n        @if type-of($utility) == \"map\" and map-get($utility, rfs) and (map-get($utility, responsive) or $infix == \"\") {\n          @include generate-utility($utility, $infix, true);\n        }\n      }\n    }\n  }\n}\n\n\n// Print utilities\n@media print {\n  @each $key, $utility in $utilities {\n    // The utility can be disabled with `false`, thus check if the utility is a map first\n    // Then check if the utility needs print styles\n    @if type-of($utility) == \"map\" and map-get($utility, print) == true {\n      @include generate-utility($utility, \"-print\");\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/styles/pydata-sphinx-theme.css b/_static/styles/pydata-sphinx-theme.css
new file mode 100644
index 00000000..3610bf34
--- /dev/null
+++ b/_static/styles/pydata-sphinx-theme.css
@@ -0,0 +1,2 @@
+html{--pst-header-height:4rem;--pst-header-article-height:calc(var(--pst-header-height)*2/3);--pst-sidebar-secondary:17rem;--pst-font-size-base:1rem;--pst-font-size-h1:2.5rem;--pst-font-size-h2:2rem;--pst-font-size-h3:1.75rem;--pst-font-size-h4:1.5rem;--pst-font-size-h5:1.25rem;--pst-font-size-h6:1.1rem;--pst-font-size-milli:0.9rem;--pst-sidebar-font-size:0.9rem;--pst-sidebar-font-size-mobile:1.1rem;--pst-sidebar-header-font-size:1.2rem;--pst-sidebar-header-font-weight:600;--pst-admonition-font-weight-heading:600;--pst-font-weight-caption:300;--pst-font-weight-heading:400;--pst-font-family-base-system:-apple-system,"BlinkMacSystemFont","Segoe UI","Helvetica Neue","Arial",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol";--pst-font-family-monospace-system:"SFMono-Regular","Menlo","Consolas","Monaco","Liberation Mono","Lucida Console",monospace;--pst-font-family-base:var(--pst-font-family-base-system);--pst-font-family-heading:var(--pst-font-family-base-system);--pst-font-family-monospace:var(--pst-font-family-monospace-system);--pst-font-size-icon:1.5rem;--pst-icon-check-circle:"";--pst-icon-info-circle:"";--pst-icon-exclamation-triangle:"";--pst-icon-exclamation-circle:"";--pst-icon-times-circle:"";--pst-icon-lightbulb:"";--pst-icon-download:"";--pst-icon-angle-left:"";--pst-icon-angle-right:"";--pst-icon-external-link:"";--pst-icon-search-minus:"";--pst-icon-github:"";--pst-icon-gitlab:"";--pst-icon-share:"";--pst-icon-bell:"";--pst-icon-pencil:"";--pst-breadcrumb-divider:"";--pst-icon-admonition-default:var(--pst-icon-bell);--pst-icon-admonition-note:var(--pst-icon-info-circle);--pst-icon-admonition-attention:var(--pst-icon-exclamation-circle);--pst-icon-admonition-caution:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-warning:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-danger:var(--pst-icon-exclamation-triangle);--pst-icon-admonition-error:var(--pst-icon-times-circle);--pst-icon-admonition-hint:var(--pst-icon-lightbulb);--pst-icon-admonition-tip:var(--pst-icon-lightbulb);--pst-icon-admonition-important:var(--pst-icon-exclamation-circle);--pst-icon-admonition-seealso:var(--pst-icon-share);--pst-icon-admonition-todo:var(--pst-icon-pencil);--pst-icon-versionmodified-default:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-added:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-changed:var(--pst-icon-exclamation-circle);--pst-icon-versionmodified-deprecated:var(--pst-icon-exclamation-circle);font-size:var(--pst-font-size-base);scroll-padding-top:calc(var(--pst-header-height) + 1rem)}body{background-color:var(--pst-color-background);color:var(--pst-color-text-base);display:flex;flex-direction:column;font-family:var(--pst-font-family-base);font-weight:400;line-height:1.65;min-height:100vh}body::-webkit-scrollbar-track{background-color:var(--pst-color-background)}p{font-size:1em;margin-bottom:1.15rem}p.rubric{border-bottom:1px solid var(--pst-color-border)}p.centered{text-align:center}a{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px,.0625rem);text-underline-offset:.1578em}a:hover{color:var(--pst-color-link-hover);text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}a:active,a:visited{color:var(--pst-color-link)}a:visited:hover{color:var(--pst-color-link-hover)}a.headerlink{color:var(--pst-color-secondary);font-size:.8em;margin-left:.2em;opacity:.7;padding:0 4px;text-decoration:none;transition:all .2s ease-out;user-select:none}a.headerlink:hover{opacity:1}a.github:before,a.gitlab:before{color:var(--pst-color-text-muted);font:var(--fa-font-brands);margin-right:.25rem}a.github:before{content:var(--pst-icon-github)}a.gitlab:before{content:var(--pst-icon-gitlab)}h1,h2,h3,h4,h5,h6{font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-heading);line-height:1.15;margin:2.75rem 0 1.05rem}h1{font-size:var(--pst-font-size-h1);margin-top:0}h1,h2{color:var(--pst-heading-color)}h2{font-size:var(--pst-font-size-h2)}h3{font-size:var(--pst-font-size-h3)}h3,h4{color:var(--pst-heading-color)}h4{font-size:var(--pst-font-size-h4)}h5{font-size:var(--pst-font-size-h5)}h5,h6{color:var(--pst-color-text-base)}h6{font-size:var(--pst-font-size-h6)}.text_small,small{font-size:var(--pst-font-size-milli)}hr{border:0;border-top:1px solid var(--pst-color-border)}code,kbd,pre,samp{font-family:var(--pst-font-family-monospace)}kbd{background-color:var(--pst-color-on-background);color:var(--pst-color-text-muted)}kbd:not(.compound){border:1px solid var(--pst-color-border);box-shadow:1px 1px 1px var(--pst-color-shadow);margin:0 .1rem;padding:.1rem .4rem}code{color:var(--pst-color-inline-code)}pre{background-color:var(--pst-color-surface);border:1px solid var(--pst-color-border);border-radius:.25rem;color:var(--pst-color-text-base);line-height:1.2em;margin:1.5em 0;padding:1rem}pre .linenos{opacity:.8;padding-right:10px}#pst-back-to-top{background-color:var(--pst-color-secondary);border:none;color:var(--pst-color-secondary-text);display:none;left:50vw;position:fixed;top:90vh;transform:translate(-50%);z-index:1080}#pst-back-to-top 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table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content .nboutput .output_area .widget-subarea{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background-color:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}.bd-content div.cell_output table.dataframe{color:var(--pst-color-table);border:1px solid var(--pst-color-table-outer-border)}.bd-content div.cell_output table.dataframe th~th,.bd-content div.cell_output table.dataframe th~td,.bd-content div.cell_output table.dataframe td~th,.bd-content div.cell_output table.dataframe td~td{border-left:1px solid var(--pst-color-table-inner-border)}.bd-content div.cell_output table.dataframe thead tr{background-color:var(--pst-color-table-heading-bg);border-bottom:2px solid var(--pst-color-primary)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(odd){background-color:var(--pst-color-table-row-zebra-low-bg)}.bd-content div.cell_output table.dataframe tbody tr:nth-child(even){background-color:var(--pst-color-table-row-zebra-high-bg)}.bd-content div.cell_output table.dataframe tbody tr:hover{background-color:var(--pst-color-table-row-hover-bg)}html[data-theme=dark] .bd-content div.cell_output img,html[data-theme=dark] .bd-content div.cell_output .text_html:not(:has(table.dataframe)),html[data-theme=dark] .bd-content div.cell_output .widget-subarea{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:1rem}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{margin:0;list-style:none}.bd-search-container ul.search li{background-image:none;padding:1rem 0;margin:1rem 0;border-top:1px solid var(--pst-color-text-muted)}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0}.bd-search-container ul.search li div.context a::before,.bd-search-container ul.search li p.context a::before{content:\"#\";padding-right:.2em;color:var(--pst-color-text-muted)}","html {\n  /*****************************************************************************\n  * Overall Layout Variables\n  */\n\n  // Header height will impact the top offset for many sections\n  // Article header is 66% of Header\n  --pst-header-height: 4rem;\n  --pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);\n  --pst-sidebar-secondary: 17rem;\n}\n\n/*******************************************************************************\n* Breakpoints that trigger UI changes\n*\n* Note that media-breakpoint-down begins at the next highest level!\n* So we should choose a media-breakpoint-down one *lower* than when we want to start\n* example: media-breakpoint-up(md) and media-breakpoint-down(sm) trigger at the same time\n* ref: https://github.com/twbs/bootstrap/issues/31214\n*/\n$breakpoint-sidebar-primary: lg; // When we collapse the primary sidebar\n$breakpoint-sidebar-secondary: xl; // When we collapse the secondary sidebar\n$breakpoint-page-width: 88rem; // taken from sphinx-basic-ng, which we are ultimately going to inherit\n\n/*******************************************************************************\n* Define the animation behaviour\n*/\n$animation-time: 200ms;\n\n/*******************************************************************************\n* UI shaping and padding\n*/\n$admonition-border-radius: 0.25rem;\n\n// In this theme, some focus rings have rounded corners while others do not.\n// This variable sets the border radius for the rounded focus rings.\n$focus-ring-radius: 0.125rem; // 2px at 100% zoom and 16px base font.\n\n$navbar-link-padding-y: 0.25rem;\n","html {\n  /*****************************************************************************\n  * Font features used in this theme\n  */\n\n  // base font size - applied at body/html level\n  --pst-font-size-base: 1rem;\n\n  // heading font sizes based on bootstrap sizing\n  --pst-font-size-h1: 2.5rem;\n  --pst-font-size-h2: 2rem;\n  --pst-font-size-h3: 1.75rem;\n  --pst-font-size-h4: 1.5rem;\n  --pst-font-size-h5: 1.25rem;\n  --pst-font-size-h6: 1.1rem;\n\n  // smaller than heading font sizes\n  --pst-font-size-milli: 0.9rem;\n\n  // Sidebar styles\n  --pst-sidebar-font-size: 0.9rem;\n  --pst-sidebar-font-size-mobile: 1.1rem;\n  --pst-sidebar-header-font-size: 1.2rem;\n  --pst-sidebar-header-font-weight: 600;\n\n  // Admonition styles\n  --pst-admonition-font-weight-heading: 600;\n\n  // Font weights\n  --pst-font-weight-caption: 300;\n  --pst-font-weight-heading: 400;\n\n  // Font family\n  // These are adapted from https://systemfontstack.com/ */\n  --pst-font-family-base-system: -apple-system, \"BlinkMacSystemFont\", \"Segoe UI\",\n    \"Helvetica Neue\", \"Arial\", sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\",\n    \"Segoe UI Symbol\";\n  --pst-font-family-monospace-system: \"SFMono-Regular\", \"Menlo\", \"Consolas\",\n    \"Monaco\", \"Liberation Mono\", \"Lucida Console\", monospace;\n  --pst-font-family-base: var(--pst-font-family-base-system);\n  --pst-font-family-heading: var(--pst-font-family-base-system);\n  --pst-font-family-monospace: var(--pst-font-family-monospace-system);\n}\n\n$line-height-body: 1.65;\n","html {\n  /*****************************************************************************\n  * Icon\n  */\n\n  // Font size across all icons\n  --pst-font-size-icon: 1.5rem;\n\n  // Font Awesome default icons\n  --pst-icon-check-circle: \"\\f058\"; // fa-solid fa-circle-check\n  --pst-icon-info-circle: \"\\f05a\"; // fa-solid fa-circle-info\n  --pst-icon-exclamation-triangle: \"\\f071\"; // fa-solid fa-triangle-exclamation\n  --pst-icon-exclamation-circle: \"\\f06a\"; // fa-solid fa-circle-exclamation\n  --pst-icon-times-circle: \"\\f057\"; // fa-solid fa-circle-xmark\n  --pst-icon-lightbulb: \"\\f0eb\"; // fa-solid fa-lightbulb\n  --pst-icon-download: \"\\f019\"; // fa-solid fa-download\n  --pst-icon-angle-left: \"\\f104\"; // fa-solid fa-angle-left\n  --pst-icon-angle-right: \"\\f105\"; // fa-solid fa-angle-right\n  --pst-icon-external-link: \"\\f35d\"; // fa-solid fa-up-right-from-square\n  --pst-icon-search-minus: \"\\f010\"; // fa-solid fa-magnifying-glass-minus\n  --pst-icon-github: \"\\f09b\"; // fa-brands fa-github\n  --pst-icon-gitlab: \"\\f296\"; // fa-brands fa-gitlab\n  --pst-icon-share: \"\\f064\"; // fa-solid fa-share\n  --pst-icon-bell: \"\\f0f3\"; // fa-solid fa-bell\n  --pst-icon-pencil: \"\\f303\"; // fa-solid fa-pencil\n\n  // Bootstrap icons\n  --pst-breadcrumb-divider: \"\\f105\";\n}\n","html {\n  /*****************************************************************************\n  * Admonitions\n  **/\n\n  --pst-icon-admonition-default: var(--pst-icon-bell);\n  --pst-icon-admonition-note: var(--pst-icon-info-circle);\n  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-error: var(--pst-icon-times-circle);\n  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-seealso: var(--pst-icon-share);\n  --pst-icon-admonition-todo: var(--pst-icon-pencil);\n}\n","html {\n  /*****************************************************************************\n  * versionmodified\n  **/\n\n  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);\n}\n","html {\n  font-size: var(--pst-font-size-base);\n  scroll-padding-top: calc(var(--pst-header-height) + 1rem);\n}\n\nbody {\n  background-color: var(--pst-color-background);\n  font-family: var(--pst-font-family-base);\n  font-weight: 400;\n  line-height: $line-height-body;\n  color: var(--pst-color-text-base);\n  min-height: 100vh;\n  display: flex;\n  flex-direction: column;\n\n  // hack to avoid the black background on some browser including Safari\n  &::-webkit-scrollbar-track {\n    background-color: var(--pst-color-background);\n  }\n}\n\np {\n  margin-bottom: 1.15rem;\n  font-size: 1em;\n\n  /* section header in docstring pages */\n  &.rubric {\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  &.centered {\n    text-align: center;\n  }\n}\n\na {\n  @include link-style-default;\n\n  // The # anchor that appears on hover over headings\n  &.headerlink {\n    color: var(--pst-color-secondary);\n    opacity: 0.7;\n    font-size: 0.8em;\n    padding: 0 4px;\n    margin-left: 0.2em;\n    text-decoration: none;\n    transition: all 0.2s ease-out;\n    user-select: none;\n\n    &:hover {\n      opacity: 1;\n    }\n  }\n\n  // set up a icon next to the shorten links from github and gitlab\n  &.github,\n  &.gitlab {\n    &::before {\n      color: var(--pst-color-text-muted);\n      font: var(--fa-font-brands);\n      margin-right: 0.25rem;\n    }\n  }\n\n  &.github::before {\n    content: var(--pst-icon-github);\n  }\n\n  &.gitlab::before {\n    content: var(--pst-icon-gitlab);\n  }\n}\n\n%heading-style {\n  margin: 2.75rem 0 1.05rem;\n  font-family: var(--pst-font-family-heading);\n  font-weight: var(--pst-font-weight-heading);\n  line-height: 1.15;\n}\n\nh1 {\n  @extend %heading-style;\n\n  margin-top: 0;\n  font-size: var(--pst-font-size-h1);\n  color: var(--pst-heading-color);\n}\n\nh2 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h2);\n  color: var(--pst-heading-color);\n}\n\nh3 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h3);\n  color: var(--pst-heading-color);\n}\n\nh4 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h4);\n  color: var(--pst-heading-color);\n}\n\nh5 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h5);\n  color: var(--pst-color-text-base);\n}\n\nh6 {\n  @extend %heading-style;\n\n  font-size: var(--pst-font-size-h6);\n  color: var(--pst-color-text-base);\n}\n\nsmall,\n.text_small {\n  font-size: var(--pst-font-size-milli);\n}\n\nhr {\n  border: 0;\n  border-top: 1px solid var(--pst-color-border);\n}\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: var(--pst-font-family-monospace);\n}\n\nkbd {\n  // use theme negative\n  background-color: var(--pst-color-on-background);\n  color: var(--pst-color-text-muted);\n\n  // Compound keyboard elements will have nested kbd in them, so this prevents double lines\n  &:not(.compound) {\n    border: 1px solid var(--pst-color-border);\n    margin: 0 0.1rem;\n    padding: 0.1rem 0.4rem;\n    box-shadow: 1px 1px 1px var(--pst-color-shadow);\n  }\n}\n\ncode {\n  color: var(--pst-color-inline-code);\n}\n\npre {\n  margin: 1.5em 0;\n  padding: 1rem;\n  background-color: var(--pst-color-surface);\n  color: var(--pst-color-text-base);\n  line-height: 1.2em;\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  .linenos {\n    // minimum opacity to make the line numbers WCAG AA conformant\n    opacity: 0.8;\n    padding-right: 10px;\n  }\n}\n\n// the back to top btn\n#pst-back-to-top {\n  z-index: $zindex-tooltip;\n  position: fixed;\n  display: none;\n  top: 90vh;\n  left: 50vw;\n  transform: translate(-50%);\n  color: var(--pst-color-secondary-text);\n  background-color: var(--pst-color-secondary);\n  border: none;\n\n  .fa-arrow-up {\n    // Using margin instead of a space character prevents the space between the\n    // icon and the text from being underlined when the button is hovered.\n    margin-inline-end: 0.5em;\n  }\n\n  &:hover {\n    @include link-style-hover;\n\n    text-decoration-thickness: 1px;\n    background-color: var(--pst-violet-600);\n    color: var(--pst-color-secondary-text);\n  }\n\n  &:focus-visible {\n    box-shadow: none;\n    outline: $focus-ring-outline;\n    outline-color: var(--pst-color-secondary);\n    outline-offset: $focus-ring-width;\n  }\n}\n\n// Focus ring\n// ----------\n// Note: The Bootstrap stylesheet provides the focus ring (customized by this\n// theme via Sass variables in _bootstrap.scss) in some cases. This rule covers\n// all other cases.\n:focus-visible {\n  outline: $focus-ring-outline;\n  box-shadow: none; // override Bootstrap\n}\n","// Consistent styling for links\n// ============================\n\n@use \"sass:string\";\n\n// Define some useful variables for links styling consistency\n\n// The default thickness of the underline for links will be either:\n//  - 1px\n//  - 0.0625rem if it's thicker than 1px because the user has changed the text\n//    size in their browser\n$link-underline-thickness: string.unquote(\"max(1px, .0625rem)\") !default;\n\n// Offset of link underlines from text baseline\n// The default is 3px expressed as ems, as calculated against the default body\n// font size (on desktop).\n$link-underline-offset: 0.1578em !default;\n\n// Thickness of link underlines in hover state\n// The default for each link will be the thickest of the following:\n//  - 3px\n//  - 0.1875rem, if it's thicker than 3px because the user has changed the text\n//    size in their browser\n//  - 0.12em (relative to the link's text size)\n$link-hover-decoration-thickness: string.unquote(\n  \"max(3px, .1875rem, .12em)\"\n) !default;\n\n// Ensures links have an underline decoration by default - needed to meet\n// WCAG SC 1.4.1\n@mixin link-decoration {\n  text-decoration: underline;\n\n  @if $link-underline-thickness {\n    text-decoration-thickness: $link-underline-thickness;\n  }\n\n  @if $link-underline-offset {\n    text-underline-offset: $link-underline-offset;\n  }\n}\n\n// Ensures links have an underline decoration on hover - distinct from the\n// default behaviour\n@mixin link-decoration-hover {\n  @if $link-hover-decoration-thickness {\n    text-decoration-thickness: $link-hover-decoration-thickness;\n\n    // Disable ink skipping on underlines on hover.\n    text-decoration-skip-ink: none;\n  }\n}\n\n// Simple hover style - can be used alone or in conjunction with other mixins\n// Add the text underline and change in thickness on hover.\n// Intended for use with the `:hover` pseudo-class.\n@mixin link-style-hover {\n  @include link-decoration;\n  @include link-decoration-hover;\n\n  color: var(--pst-color-link-hover);\n}\n\n// Default link styles\n// -------------------\n// Defines: default unvisited, visited, hover, and active.\n// TODO: @trallard to improve focus styles in subsequent PR\n@mixin link-style-default {\n  // So that really long links don't spill out of their container\n  word-wrap: break-word;\n  color: var(--pst-color-link);\n\n  @include link-decoration;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to add active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link);\n  }\n\n  // Visited should still be hoverable\n  &:visited {\n    color: var(--pst-color-link);\n\n    &:hover {\n      color: var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Text link styles\n// ----------------\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation bar links.\n@mixin link-style-text {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration;\n    @include link-decoration-hover;\n  }\n}\n\n// Sidebar and TOC links\n// ---------------------\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation the primary sidebar and table of contents.\n// Active and hover should work together rather than one overriding the other.\n@mixin link-sidebar {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    text-decoration: underline;\n    background-color: transparent;\n    color: var(--pst-color-link-hover);\n\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to update active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link-hover);\n  }\n\n  &:focus-visible {\n    box-shadow: $focus-ring-box-shadow;\n    outline: none;\n    z-index: 10; // keep focus ring on top (prevent the link-sidebar-current notch from lying on top of the ring)\n  }\n}\n\n// Sidebar current page link styles\n// --------------------------------\n// Adds a vertical line on the left hand side of the link to indicate that\n// it's the current page. Note this is distinct from an active state.\n// Used on the primary sidebar and the TOC.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-sidebar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n\n  @if $link-hover-decoration-thickness {\n    $notch-shadow: inset\n      $link-hover-decoration-thickness\n      0\n      0\n      var(--pst-color-primary);\n\n    box-shadow: $notch-shadow;\n\n    &:focus-visible {\n      box-shadow: $notch-shadow, $focus-ring-box-shadow;\n      outline: none;\n    }\n  }\n}\n\n// Heaver navbar text and icon links\n// ---------------------------------\n// (includes light/dark mode button)\n\n// This mixin makes it possible to show hover/underline and focus/ring styles at\n// the same time. The trick is to use:\n//    - a pseudo-element with bottom border for the hover underline\n//    - a CSS outline for the focus ring.\n\n// Normally we use box-shadow for underline and outline for focus ring. But we\n// cannot apply box-shadow and outline together on the same element because the\n// border-radius value that we use to round the outline will also round the\n// box-shadow used for the underline. We also cannot use text-underline because\n// it does not work on non-text links, nor do we want to use it on text links\n// that we want to treat as blocks, such as the header nav links because the\n// underline will wrap across two lines if the link text also wraps across two\n// lines.\n@mixin link-style-block {\n  color: var(--pst-color-text-muted);\n\n  // Set position relative so that the child ::before pseudo-element's absolute\n  // position is relative to this element.\n  position: relative;\n\n  // Set up pseudo-element used for hover underline styles\n  &::before {\n    content: \"\";\n    display: block;\n    position: absolute;\n    inset: 0;\n    background-color: transparent;\n\n    @if $link-hover-decoration-thickness {\n      bottom: calc(-1 * $link-hover-decoration-thickness);\n      margin: $link-hover-decoration-thickness 0;\n    }\n  }\n\n  &:hover {\n    color: var(--pst-color-secondary);\n    text-decoration: none; // override the link-style-hover mixin\n    &::before {\n      @if $link-hover-decoration-thickness {\n        border-bottom: $link-hover-decoration-thickness\n          solid\n          var(--pst-color-secondary);\n      }\n    }\n  }\n\n  &:focus-visible {\n    box-shadow: none; // override Bootstrap\n    outline: 3px solid var(--pst-color-accent);\n    outline-offset: 3px;\n  }\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n// fusv-disable\n$accordion-button-focus-border-color:     $input-focus-border-color !default; // Deprecated in v5.3.3\n// fusv-enable\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='none' stroke='#{$accordion-icon-active-color}' stroke-linecap='round' stroke-linejoin='round'><path d='M2 5L8 11L14 5'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n\n@import \"variables-dark\"; // TODO: can be removed safely in v6, only here to avoid breaking changes in v5.3\n","// Override bootstrap variables\n$spacer: 1rem;\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1400px,\n);\n$grid-breakpoints: (\n  xs: 0,\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1200px,\n);\n$dropdown-link-hover-bg: var(--pst-color-surface);\n\n// --pst-color-surface can also be assigned to the dark variant because it is\n// scoped to different values depending on light/dark theme\n$dropdown-dark-link-hover-bg: var(--pst-color-surface);\n$dropdown-link-active-bg: var(--pst-color-surface);\n$dropdown-dark-link-active-bg: var(--pst-color-surface);\n$focus-ring-width: 0.1875rem; // 3px at 100% zoom (0.1875 * 16px base font = 3px)\n$focus-ring-opacity: 1;\n$focus-ring-color: var(--pst-color-accent);\n$focus-ring-blur: 0;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color;\n\n// outline creates the same style of focus ring, it just uses CSS outline instead of box shadow\n$focus-ring-outline: $focus-ring-color solid $focus-ring-width;\n$btn-focus-box-shadow: $focus-ring-box-shadow;\n","/***\n * Rules for the UX/UI of skip navigation link btn.\n * It's only visible to people\n * navigating with keyboard for accessibility purposes\n * ref: https://www.youtube.com/watch?v=VUR0I5mqq7I\n ***/\n\n.skip-link {\n  position: fixed;\n  top: 0;\n  left: 0;\n  right: 0;\n  text-align: center;\n  background-color: var(--pst-color-warning);\n  padding: 0.5rem;\n  z-index: $zindex-modal;\n  border-bottom: 1px solid var(--pst-color-border);\n\n  // This shows / hides the button\n  transform: translateY(-100%);\n  transition: transform 150ms ease-in-out;\n\n  &:focus-within {\n    transform: translateY(0%);\n  }\n\n  a {\n    // Ensure we are using a WCAG conformant colour\n    color: var(--pst-color-warning-text) !important;\n\n    &:focus-visible {\n      // use color with sufficient contrast\n      outline-color: $foundation-black;\n    }\n  }\n}\n","/*******************************************************************************\n* master color map. Only the colors that actually differ between light and dark\n* themes are specified separately.\n*\n* To see the full list of colors see https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1234%3A765&t=ifcFT1JtnrSshGfi-1\n*/\n\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:string\";\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetch\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map.get($map, $key);\n  }\n\n  @return $map;\n}\n\n/* Assign base colors for the PyData theme */\n$color-palette: (\n  // Primary color\n  \"teal\":\n    (\n      \"50\": #f4fbfc,\n      \"100\": #e9f6f8,\n      \"200\": #d0ecf1,\n      \"300\": #abdde6,\n      \"400\": #3fb1c5,\n      \"500\": #0a7d91,\n      \"600\": #085d6c,\n      \"700\": #064752,\n      \"800\": #042c33,\n      \"900\": #021b1f,\n    ),\n  // Secondary color\n  \"violet\":\n    (\n      \"50\": #f4eefb,\n      \"100\": #e0c7ff,\n      \"200\": #d5b4fd,\n      \"300\": #b780ff,\n      \"400\": #9c5ffd,\n      \"500\": #8045e5,\n      \"600\": #6432bd,\n      \"700\": #4b258f,\n      \"800\": #341a61,\n      \"900\": #1e0e39,\n    ),\n  // Neutrals\n  \"gray\":\n    (\n      \"50\": #f9f9fa,\n      \"100\": #f3f4f5,\n      \"200\": #e5e7ea,\n      \"300\": #d1d5da,\n      \"400\": #9ca4af,\n      \"500\": #677384,\n      \"600\": #48566b,\n      \"700\": #29313d,\n      \"800\": #222832,\n      \"900\": #14181e,\n    ),\n  // Accent color\n  \"pink\":\n    (\n      \"50\": #fcf8fd,\n      \"100\": #fcf0fa,\n      \"200\": #f8dff5,\n      \"300\": #f3c7ee,\n      \"400\": #e47fd7,\n      \"500\": #c132af,\n      \"600\": #912583,\n      \"700\": #6e1c64,\n      \"800\": #46123f,\n      \"900\": #2b0b27,\n    ),\n  \"foundation\": (\n    \"white\": #ffffff,\n    // gray-900\n    \"black\": #14181e,\n  )\n);\n\n:root {\n  // Add theme colours to the html root element\n  @each $group-color, $color in $color-palette {\n    @each $color-name, $definition in $color {\n      --pst-#{$group-color}-#{$color-name}: #{$definition};\n    }\n  }\n}\n\n// Static SCSS variables used thoroughout the theme\n// Minimum contrast ratio used for the theme.\n// Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n// 4.5 - is for text that is 14pt or less\n$min-contrast-ratio-4: 4.5;\n\n// 3 is for text that is 18pt or bold, or for non-text elements\n$min-contrast-ratio-3: 3;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$foundation-black: #14181e;\n$foundation-white: #fff;\n\n// This is a custom - calculated  color between gray 100 and 200 - to reduce\n// the contrast ratio (avoid a jarring effect)\n$base-light-text: #ced6dd;\n\n// used in sphinx_design - gray 100\n$foundation-light-gray: #f3f4f5;\n\n// used in sphinx_design - gray 700\n$foundation-muted-gray: #29313d;\n\n// used in sphinx_design - gray 800\n$foundation-dark-gray: #222832;\n$pst-semantic-colors: (\n  \"primary\": (\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"teal\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"teal\", \"800\")},\n  ),\n  \"secondary\": (\n    \"light\": #{map-deep-get($color-palette, \"violet\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"violet\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"800\")},\n  ),\n  \"accent\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"pink\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"pink\", \"800\")},\n  ),\n  \"info\": (\n    \"light\": #276be9,\n    \"bg-light\": #dce7fc,\n    \"dark\": #79a3f2,\n    \"bg-dark\": #06245d,\n  ),\n  \"warning\": (\n    \"light\": #f66a0a,\n    \"bg-light\": #f8e3d0,\n    \"dark\": #ff9245,\n    \"bg-dark\": #652a02,\n  ),\n  \"success\": (\n    \"light\": #00843f,\n    \"bg-light\": #d6ece1,\n    \"dark\": #5fb488,\n    \"bg-dark\": #002f17,\n  ),\n  // This is based on the warning color\n  \"attention\":\n    (\n      \"light\": var(--pst-color-warning),\n      \"bg-light\": var(--pst-color-warning-bg),\n      \"dark\": var(--pst-color-warning),\n      \"bg-dark\": var(--pst-color-warning-bg),\n    ),\n  \"danger\": (\n    \"light\": #d72d47,\n    \"bg-light\": #f9e1e4,\n    \"dark\": #e78894,\n    \"bg-dark\": #4e111b,\n  ),\n  \"text-base\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    \"dark\": $base-light-text,\n  ),\n  \"text-muted\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"heading-color\": (\n    \"light\": #{$foundation-white},\n    \"dark\": #{$foundation-black},\n  ),\n  \"shadow\": (\n    \"light\": rgba(0, 0, 0, 0.1),\n    \"dark\": rgba(0, 0, 0, 0.2),\n  ),\n  \"border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"300\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n  ),\n  \"border-muted\": (\n    \"light\": rgba(23, 23, 26, 0.2),\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  \"blockquote-notch\": (\n    // These colors have a contrast ratio > 3.0 against both the background and\n    // surface colors that the notch is sandwiched between\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"500\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"inline-code\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"300\")},\n  ),\n  \"inline-code-links\": (\n    // need to make sure there is enough contrast against the code bg\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"600\")},\n    // keep primary color for dark mode\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n  ),\n  \"target\": (\n    \"light\": #f3cf95,\n    \"dark\": #675c04,\n  ),\n  \"table\": (\n    \"light\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    \"dark\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n  ),\n  \"table-row-hover\": (\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"300\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"600\")},\n  ),\n  \"table-inner-border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"200\")},\n    \"dark\": #364150,\n  ),\n  // DEPTH COLORS - you can see the elevation colours and shades\n  // in the Figma file https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1492%3A922&t=sQeQZehkOzposYEg-1\n  // background: color of the canvas / the furthest back layer\n  \"background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    ),\n  // on-background: provides slight contrast against background\n  // (by use of shadows in light theme)\n  \"on-background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    ),\n  \"surface\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  // on_surface: object on top of surface object (without shadows)\n  \"on-surface\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n      \"dark\": $foundation-light-gray,\n    ),\n);\n\n/*******************************************************************************\n* write the color rules for each theme (light/dark)\n*/\n\n/* NOTE:\n * Mixins enable us to reuse the same definitions for the different modes\n * https://sass-lang.com/documentation/at-rules/mixin\n * #{something} inserts a variable into a CSS selector or property name\n * https://sass-lang.com/documentation/interpolation\n */\n@mixin theme-colors($mode) {\n  // check if this color is defined differently for light/dark\n  @each $col-name, $definition in $pst-semantic-colors {\n    @if meta.type-of($definition) == map {\n      @each $key, $val in $definition {\n        @if string.index($key, $mode) {\n          // since now we define the bg colours in the semantic colours and not\n          // by changing opacity, we need to check if the key contains bg and the\n          // correct mode (light/dark)\n          @if string.index($key, \"bg\") {\n            --pst-color-#{$col-name}-bg: #{$val};\n          } @else {\n            --pst-color-#{$col-name}: #{$val};\n          }\n        }\n      }\n    } @else {\n      --pst-color-#{$col-name}: #{$definition};\n    }\n  }\n\n  // assign the \"duplicate\" colors (ones that just reference other variables)\n  & {\n    --pst-color-link: var(--pst-color-primary);\n    --pst-color-link-hover: var(--pst-color-secondary);\n    --pst-color-table-outer-border: var(--pst-color-surface);\n    --pst-color-table-heading-bg: var(--pst-color-surface);\n    --pst-color-table-row-zebra-high-bg: var(--pst-color-on-background);\n    --pst-color-table-row-zebra-low-bg: var(--pst-color-surface);\n  }\n\n  // adapt to light/dark-specific content\n  @if $mode == \"light\" {\n    .only-dark,\n    .only-dark ~ figcaption {\n      display: none !important;\n    }\n  } @else {\n    .only-light,\n    .only-light ~ figcaption {\n      display: none !important;\n    }\n\n    /* Adjust images in dark mode (unless they have class .only-dark or\n     * .dark-light, in which case assume they're already optimized for dark\n     * mode).\n     */\n    img:not(.only-dark, .dark-light) {\n      filter: brightness(0.8) contrast(1.2);\n    }\n\n    /* Give images a light background in dark mode in case they have\n    *  transparency and black text (unless they have class .only-dark or .dark-light, in\n    *  which case assume they're already optimized for dark mode).\n    */\n    .bd-content img:not(.only-dark, .dark-light) {\n      background-color: rgb(255 255 255);\n      border-radius: 0.25rem;\n    }\n\n    // MathJax SVG outputs should be filled to same color as text.\n    .MathJax_SVG * {\n      fill: var(--pst-color-text-base);\n    }\n  }\n}\n\n/* Defaults to light mode if data-theme is not set */\nhtml:not([data-theme]) {\n  @include theme-colors(\"light\");\n}\n\n/* NOTE: @each {...} is like a for-loop\n * https://sass-lang.com/documentation/at-rules/control/each\n */\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    @include theme-colors($mode);\n\n    color-scheme: $mode;\n  }\n}\n\n// assign classes too, for runtime use of theme colors\n@each $col-name, $definition in $pst-semantic-colors {\n  .pst-color-#{$col-name} {\n    color: var(--pst-color-#{$col-name});\n  }\n}\n",".bd-container {\n  flex-grow: 1;\n  display: flex;\n  justify-content: center;\n\n  .bd-container__inner {\n    display: flex;\n  }\n}\n\n.bd-page-width {\n  width: 100%;\n\n  @include media-breakpoint-up(lg) {\n    max-width: $breakpoint-page-width;\n  }\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n",".pst-async-banner-revealer {\n  // Setting height to 0 and overflow to hidden allows us to add up the heights\n  // of this element's children before revealing them.\n  height: 0;\n  overflow: hidden;\n\n  // Height to be set by JavaScript, which should trigger the following\n  // transition rule (unless the user has set their system to reduce motion).\n  transition: height 300ms ease-in-out;\n\n  @media (prefers-reduced-motion) {\n    transition: none;\n  }\n}\n\n#bd-header-version-warning,\n.bd-header-announcement {\n  min-height: 3rem;\n  width: 100%;\n  display: flex;\n  position: relative;\n  align-items: center;\n  justify-content: center;\n  text-align: center;\n  padding: 0.5rem 12.5%; // Horizontal padding so the width is 75%\n  // One breakpoint less than $breakpoint-sidebar-primary. See variables/_layout.scss for more info.\n  @include media-breakpoint-down(lg) {\n    // Announcements can take a bit more width on mobile\n    padding: 0.5rem 2%;\n  }\n\n  p {\n    font-weight: bold;\n    margin: 0;\n  }\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n\n  // The \"Switch to stable version\" link (styled like a button)\n  .pst-button-link-to-stable-version {\n    @include box-shadow;\n\n    $background-color: var(--pst-color-danger);\n    $hover-background-color: var(--pst-color-danger-highlight);\n    $color: var(--pst-color-danger-text);\n\n    background-color: $background-color;\n    border-color: $background-color;\n    color: $color;\n    border-radius: 0.25rem;\n\n    &:hover {\n      background-color: $hover-background-color;\n      border-color: $hover-background-color;\n      color: $color;\n    }\n\n    &:focus-visible {\n      outline: $focus-ring-width solid $background-color;\n      outline-offset: $focus-ring-width;\n    }\n  }\n}\n\n// Bg color is now defined in the theme color palette - using our secondary color\n.bd-header-announcement {\n  background-color: var(--pst-color-secondary-bg);\n}\n\n#bd-header-version-warning {\n  background-color: var(--pst-color-danger-bg);\n}\n","/*********************************************\n* SASS Mixins\n*********************************************/\n\n/**\n * A consistent box shadow style we apply across elements.\n */\n@mixin box-shadow() {\n  box-shadow:\n    0 0.2rem 0.5rem var(--pst-color-shadow),\n    0 0 0.0625rem var(--pst-color-shadow) !important;\n}\n\n/**\n   * Set background of some cell outputs to white-ish to make sure colors work\n   * This is because many libraries make output that only looks good on white\n   */\n@mixin cell-output-background {\n  color: var(--pst-color-on-background);\n  background-color: var(--pst-color-text-base);\n  border-radius: 0.25rem;\n  padding: 0.5rem;\n}\n\n@mixin table-colors {\n  color: var(--pst-color-table);\n  border: 1px solid var(--pst-color-table-outer-border);\n\n  th,\n  td {\n    ~ th,\n    ~ td {\n      border-left: 1px solid var(--pst-color-table-inner-border);\n    }\n  }\n\n  thead {\n    tr {\n      background-color: var(--pst-color-table-heading-bg);\n      border-bottom: 2px solid var(--pst-color-primary);\n    }\n  }\n\n  tbody {\n    tr {\n      &:nth-child(odd) {\n        background-color: var(--pst-color-table-row-zebra-low-bg);\n      }\n\n      &:nth-child(even) {\n        background-color: var(--pst-color-table-row-zebra-high-bg);\n      }\n\n      &:hover {\n        background-color: var(--pst-color-table-row-hover-bg);\n      }\n    }\n  }\n}\n\n// Minimum mouse hit area\n// ----------------------\n// Ensures that the element has a minimum hit area that conforms to\n// accessibility guidelines. For WCAG AA, we need 24px x 24px, see:\n// https://www.w3.org/WAI/WCAG22/Understanding/target-size-minimum.html\n@mixin min-hit-area() {\n  box-sizing: border-box;\n  min-width: 24px;\n  min-height: 24px;\n}\n","/**\n * Main content area\n */\n.bd-main {\n  flex-grow: 1;\n  flex-direction: column;\n  display: flex;\n  min-width: 0;\n\n  .bd-content {\n    display: flex;\n    justify-content: center;\n    height: 100%;\n\n    .bd-article-container {\n      justify-content: start;\n      display: flex;\n      flex-direction: column;\n\n      // Max-width is slightly more than the W3 since our docs often have images.\n      // We shoot for about 100 characters per line instead of 80.\n      // ref: https://www.w3.org/WAI/tutorials/page-structure/styling/#line-length\n      width: 100%;\n      max-width: 60em;\n      overflow-x: auto; // Prevent wide content from pushing off the secondary sidebar\n      padding: 1rem;\n\n      .bd-article {\n        // Give a bit more verticle spacing on wide screens\n        @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n          padding-top: 1.5rem;\n          padding-left: 2rem;\n        }\n      }\n    }\n  }\n}\n",".bd-footer {\n  width: 100%;\n  border-top: 1px solid var(--pst-color-border);\n\n  .bd-footer__inner {\n    display: flex;\n    flex-grow: 1;\n    padding: 1rem;\n    margin: auto;\n  }\n\n  .footer-items__start,\n  .footer-items__center,\n  .footer-items__end {\n    display: flex;\n    flex-direction: column;\n    gap: 0.5rem;\n    justify-content: center;\n    flex-grow: 1;\n  }\n\n  .footer-items__center {\n    text-align: center;\n  }\n\n  .footer-items__end {\n    text-align: end;\n  }\n\n  // So that paragraphs don't take up extra room\n  .footer-item p {\n    margin-bottom: 0;\n  }\n}\n",".bd-footer-article {\n  margin-top: auto;\n\n  .footer-article-items {\n    display: flex;\n    flex-direction: column;\n  }\n}\n",".bd-footer-content {\n  .footer-content-items {\n    display: flex;\n    flex-direction: column;\n    margin-top: auto;\n  }\n}\n","/**\n * Header at the top of the page\n * It includes the announcement bar and the navigation bar.\n */\n\n// Styling for the Icon links can be found in components/_icon-links.scss\n\n// If we want the shadow to only point downward in the future, set\n// box-shadow to: 0 0.125rem 0.25rem -0.125rem rgba(0, 0, 0, 0.11);\n.bd-header {\n  position: sticky;\n  top: 0;\n  z-index: $zindex-fixed;\n\n  // Overrides bootstrap\n  background-color: var(--pst-color-on-background) !important;\n  box-shadow: 0 0.125rem 0.25rem 0 var(--pst-color-shadow);\n  width: 100%;\n  padding: 0;\n  max-width: 100vw;\n  justify-content: center;\n\n  .bd-header__inner {\n    display: flex;\n    align-items: center;\n    height: fit-content;\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n\n  :focus-visible {\n    border-radius: $focus-ring-radius;\n  }\n\n  // These items will define the height of the header\n  .navbar-item {\n    height: var(--pst-header-height);\n    max-height: var(--pst-header-height);\n    display: flex;\n    align-items: center;\n  }\n\n  // Hide the navbar header items on mobile because they're in the sidebar\n  .navbar-header-items {\n    display: none;\n    flex-shrink: 1;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: inherit;\n      flex-grow: 1;\n      padding: 0 0 0 0.5rem;\n    }\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center,\n  .navbar-header-items__start {\n    display: flex;\n    align-items: center;\n    flex-flow: wrap;\n\n    // In case we wrap our items to multiple rows on small screens\n    row-gap: 0;\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center {\n    column-gap: 1rem;\n  }\n\n  // A little smaller because this is displayed by default on mobile\n  .navbar-header-items__start {\n    flex-shrink: 0;\n    margin-right: auto;\n    gap: 0.5rem;\n  }\n\n  .navbar-header-items__end {\n    // End navbar items should snap to the right\n    justify-content: end;\n  }\n\n  // Contains the navigation links within the navbar\n  ul.navbar-nav {\n    display: flex;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      // Align on wide screens so the dropdown button is centered properly\n      align-items: baseline;\n    }\n\n    > li.nav-item {\n      margin-inline: 2px; // breathing room so hover and focus styles do not overlap\n\n      > .nav-link {\n        @include link-style-block;\n\n        padding-inline: 6px;\n      }\n\n      &.current {\n        > .nav-link {\n          color: var(--pst-color-primary);\n\n          // Underline the current navbar item\n          &::before {\n            border-bottom: 3px solid var(--pst-color-primary);\n          }\n        }\n      }\n\n      &.dropdown {\n        margin-inline: 4px;\n\n        button {\n          padding-inline: 8px;\n        }\n\n        > .dropdown-toggle {\n          border-radius: $focus-ring-radius; // make border radius the same for both hover ring and focus ring\n          color: var(--pst-color-text-muted);\n\n          &:focus-visible {\n            box-shadow: $focus-ring-box-shadow;\n          }\n\n          &:hover {\n            text-decoration: none;\n            box-shadow: 0 0 0 $focus-ring-width var(--pst-color-link-hover); // purple focus ring\n            // Brighten the text on hover (muted -> base)\n            color: var(--pst-color-text-base);\n          }\n        }\n      }\n    }\n\n    li a.nav-link.dropdown-item {\n      @include link-style-text;\n    }\n\n    // Dropdowns for the extra links\n    .dropdown {\n      button {\n        display: unset;\n        border: none;\n\n        &:hover {\n          @include link-style-hover;\n        }\n      }\n\n      .dropdown-menu {\n        z-index: $zindex-popover;\n        border: 1px solid var(--pst-color-border);\n        box-shadow: 0 0 0.3rem 0.1rem var(--pst-color-shadow);\n        background-color: var(--pst-color-on-background);\n        padding: 0.5rem 0;\n        margin: 0.5rem 0;\n        min-width: 20rem;\n\n        .dropdown-item {\n          // Give the items in the dropdown some breathing room but let the hit\n          // and hover area of the items extend to the edges of the menu\n          padding: 0.25rem 1.5rem;\n\n          // Override Bootstrap\n          &:focus:not(:hover, :active) {\n            background-color: inherit;\n          }\n\n          &:focus-visible {\n            z-index: 10; // keep focus ring on top (prevent the hover background of the next dropdown item from covering the ring)\n          }\n        }\n\n        // Hide the menu unless show has been clicked\n        &:not(.show) {\n          display: none;\n        }\n      }\n    }\n  }\n\n  // **************************************************************\n  // Showing and hiding the sidebar toggle buttons and header items\n  // **************************************************************\n\n  // Toggle buttons\n  button.sidebar-toggle {\n    font-size: var(--pst-font-size-icon);\n    color: var(--pst-color-muted);\n    margin-bottom: 0;\n    background-color: inherit;\n    padding: 0.5rem;\n  }\n\n  button.primary-toggle {\n    margin-right: 1rem;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  button.secondary-toggle {\n    margin-left: 1rem;\n\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      display: none;\n    }\n  }\n}\n\n// inline the element in the navbar as long as they fit and use display block when collapsing\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .navbar-center-items .navbar-item {\n    display: inline-block;\n  }\n}\n\n.nav-link {\n  &:hover {\n    @include link-style-hover;\n  }\n\n  // Override Bootstrap\n  transition: none;\n\n  &.nav-external::after {\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-external-link);\n    font-size: 0.75em;\n    margin-left: 0.3em;\n  }\n}\n\n.bd-navbar-elements li.nav-item i {\n  font-size: 0.7rem;\n  padding-left: 2px;\n  vertical-align: middle;\n}\n\n// THe elements next to the hamburger menu only show on narrow screens\n.navbar-persistent--mobile {\n  margin-left: auto;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: none;\n  }\n}\n\n// The navbar-persistent content should only show on wide screens\n.navbar-persistent--container {\n  display: none;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: flex;\n  }\n}\n",".header-article__inner {\n  display: flex;\n  padding: 0 0.5rem;\n\n  // The items define the height so that it disappears if there are no items\n  .header-article-item {\n    min-height: var(--pst-header-article-height);\n    height: var(--pst-header-article-height);\n  }\n\n  .header-article-items__start,\n  .header-article-items__end {\n    display: flex;\n    align-items: start;\n    gap: 0.5rem;\n  }\n\n  .header-article-items__end {\n    margin-left: auto;\n  }\n}\n","/**\n * The primary sidebar on the left.\n * e.g., between-pages navigation.\n */\n\n$sidebar-padding-right: 1rem;\n\n.bd-sidebar-primary {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n  max-height: calc(100vh - var(--pst-header-height));\n  position: sticky;\n  top: var(--pst-header-height);\n\n  @include make-col(3);\n\n  // Borders padding and whitespace\n  padding: 2rem $sidebar-padding-right 1rem 1rem;\n  border-right: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n  font-size: var(--pst-sidebar-font-size-mobile);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  :focus-visible {\n    border-radius: $focus-ring-radius;\n  }\n\n  // override bootstrap when navlink are displayed in the sidebar\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n  }\n\n  &.no-sidebar {\n    border-right: 0;\n  }\n\n  &.hide-on-wide {\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  // Headers shouldn't be colored in the sidebars and some extensions add headers\n  h1,\n  h2,\n  h3,\n  h4 {\n    color: var(--pst-color-text-base);\n  }\n\n  .sidebar-primary-items__start,\n  .sidebar-primary-items__end {\n    .sidebar-primary-item {\n      padding: 0.5rem 0;\n    }\n  }\n\n  // Hide the sidebar header items on widescreen since they are visible in the header\n  .sidebar-header-items {\n    display: flex;\n    flex-direction: column;\n\n    .sidebar-header-items__title {\n      font-weight: var(--pst-sidebar-header-font-weight);\n      font-size: var(--pst-sidebar-header-font-size);\n      color: var(--pst-color-text-base);\n      margin-bottom: 0.5rem;\n    }\n\n    // The dropdown toggle for extra links just shows them all instead.\n    .nav-item.dropdown {\n      // On mobile, the dropdown behaves like any other link, no hiding\n      button {\n        display: none;\n      }\n\n      .dropdown-menu {\n        display: flex;\n        flex-direction: column;\n        padding: 0;\n        margin: 0;\n        border: none;\n        background-color: inherit;\n        font-size: inherit;\n\n        .dropdown-item {\n          &:hover,\n          &:focus {\n            // In the mobile sidebar, the dropdown menu is inlined with the\n            // other links, which do not have background-color changes on hover\n            // and focus\n            background-color: unset;\n          }\n        }\n      }\n    }\n\n    .bd-navbar-elements {\n      .nav-link {\n        &:focus-visible {\n          box-shadow: none; // Override Bootstrap\n          outline: $focus-ring-outline;\n          outline-offset: $focus-ring-width;\n        }\n      }\n    }\n\n    // Center header items get displayed vertically, end items are displayed horizontally\n    .sidebar-header-items__center {\n      display: flex;\n      flex-direction: column;\n    }\n\n    // Positioning end items\n    .sidebar-header-items__end {\n      display: flex;\n      align-items: center;\n      gap: 1rem;\n    }\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  .sidebar-primary-items__start {\n    // Add a border on mobile to separate it from the header sidebar area\n    border-top: 1px solid var(--pst-color-border);\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      border-top: none;\n    }\n  }\n\n  .sidebar-primary-items__end {\n    margin-top: auto;\n    margin-bottom: 1em;\n  }\n\n  .list-caption {\n    list-style: none;\n    padding-left: 0;\n\n    // Level 0 TOC heading is put inside the <summary> tag\n    // so let the <summary> tag take up more space\n    li.toctree-l0.has-children {\n      > details {\n        > summary {\n          position: relative;\n          height: auto;\n          width: auto;\n          display: flex;\n          justify-content: space-between;\n          align-items: baseline;\n\n          .toctree-toggle {\n            // Prevent toggle icon from getting squished by summary being a\n            // flexbox\n            flex: 0 0 auto;\n\n            // Make the level 0 chevron icon slightly bigger than descendant\n            // levels\n            .fa-chevron-down {\n              font-size: 1rem;\n            }\n          }\n        }\n      }\n    }\n  }\n\n  li.has-children {\n    $toctree-toggle-width: 30px;\n\n    position: relative;\n\n    > .reference,\n    .caption {\n      margin-right: calc(\n        $toctree-toggle-width + $focus-ring-width\n      ); // keep clear of the toggle icon\n\n      padding-top: 0.25rem; // align caption text with toggle chevron\n    }\n\n    > details {\n      > summary {\n        // Remove browser default toggle icon\n        list-style: none;\n\n        &::-webkit-details-marker {\n          display: none;\n        }\n\n        // The summary element is natively focusable, but delegate the focus state to the toggle icon\n        &:focus-visible {\n          outline: none;\n\n          > .toctree-toggle {\n            outline: $focus-ring-outline;\n            outline-offset: -$focus-ring-width; // Prevent right side of focus ring from disappearing underneath the sidebar's right edge\n          }\n        }\n\n        // Container for expand/collapse chevron icon\n        .toctree-toggle {\n          cursor: pointer;\n\n          // Position it so that it's aligned with the top right corner of the\n          // last positioned element, in this case the li.has-children\n          position: absolute;\n          top: 0;\n          right: 0;\n\n          // Give it dimensions\n          width: $toctree-toggle-width;\n          height: $toctree-toggle-width; // make it square\n\n          // Vertically and horizontally center the icon within the container\n          display: inline-flex;\n          justify-content: center;\n          align-items: center;\n\n          .fa-chevron-down {\n            font-size: 0.75rem;\n          }\n        }\n      }\n\n      // The section is open/expanded, rotate the toggle icon (chevron) so it\n      // points up instead of down\n      &[open] {\n        > summary {\n          .fa-chevron-down {\n            transform: rotate(180deg);\n          }\n        }\n      }\n    }\n  }\n}\n\n/* Between-page links and captions */\nnav.bd-links {\n  margin-right: -$sidebar-padding-right; // align toctree toggle chevrons with right edge of sidebar and allow text to flow closer to the right edge\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: block;\n  }\n\n  ul {\n    display: block;\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  li > a {\n    display: block;\n    padding: 0.25rem 0.65rem;\n\n    @include link-sidebar;\n\n    box-shadow: none;\n    margin-right: $focus-ring-width; // prevent the right side focus ring from disappearing under the sidebar right edge\n\n    &.reference.external {\n      &::after {\n        font: var(--fa-font-solid);\n        content: var(--pst-icon-external-link);\n        font-size: 0.75em;\n        margin-left: 0.3em;\n      }\n    }\n  }\n\n  .current > a {\n    @include link-sidebar-current;\n\n    background-color: transparent;\n  }\n\n  // Title\n  p.bd-links__title {\n    font-size: var(--pst-sidebar-header-font-size);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n\n  // Toctree captions\n  p.caption {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    position: relative;\n    margin-top: 1.25rem;\n    margin-bottom: 0.5rem;\n    color: var(--pst-color-text-base);\n\n    &:first-child {\n      margin-top: 0;\n    }\n\n    font-size: var(--pst-sidebar-font-size-mobile);\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is an invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","/**\n * Secondary sidebar on the right.\n * e.g., in-page table of contents.\n */\n.bd-sidebar-secondary {\n  display: flex;\n  order: 2;\n  flex-shrink: 0;\n  flex-direction: column;\n  position: sticky;\n  top: var(--pst-header-height);\n  max-height: calc(100vh - var(--pst-header-height));\n  padding: 2rem 1rem 1rem;\n  width: var(--pst-sidebar-secondary);\n  font-size: var(--pst-sidebar-font-size-mobile);\n\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // Color and border\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n}\n\n.sidebar-secondary-item {\n  padding: 0.5rem;\n\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    border-left: 1px solid var(--pst-color-border);\n    padding-left: 1rem;\n  }\n\n  i {\n    padding-right: 0.5rem;\n  }\n}\n","/*******************************************************************************\n* Rules for the UX/UI of sidebar sliding drawers on mobile\n* Note that this sheet controls styles across many parts of the theme\n* It is aggregated into this one sheet instead of being split across\n* components in order to keep it easier to debug in one place.\n* It is broken up into major sections below.\n*/\n\n/*******************************************************************************\n* Buttons and overlays\n*/\ninput.sidebar-toggle {\n  display: none;\n}\n\n// Background overlays\nlabel.overlay {\n  background-color: black;\n  opacity: 0.5;\n  height: 0;\n  width: 0;\n  position: fixed;\n  top: 0;\n  left: 0;\n  transition: opacity $animation-time ease-out;\n  z-index: $zindex-modal-backdrop;\n}\n\ninput {\n  // Show the correct overlay when its input is checked\n  &#pst-primary-sidebar-checkbox:checked + label.overlay.overlay-primary,\n  &#pst-secondary-sidebar-checkbox:checked + label.overlay.overlay-secondary {\n    height: 100vh;\n    width: 100vw;\n  }\n\n  // Primary sidebar slides in from the left\n  &#pst-primary-sidebar-checkbox:checked ~ .bd-container .bd-sidebar-primary {\n    visibility: visible;\n    margin-left: 0;\n  }\n\n  // Secondary sidebar slides in from the right\n  &#pst-secondary-sidebar-checkbox:checked\n    ~ .bd-container\n    .bd-sidebar-secondary {\n    visibility: visible;\n    margin-right: 0;\n  }\n}\n\n/*******************************************************************************\n* Sidebar drawer behavior\n*/\n\n/**\n * Behavior for sliding drawer elements that will be toggled with an input\n *\n * NOTE: We use this mixin to define the toggle behavior on narrow screens,\n * And the wide-screen behavior of the sections is defined in their own section\n * .scss files.\n */\n@mixin sliding-drawer($side: \"left\") {\n  position: fixed;\n  top: 0;\n  z-index: $zindex-modal;\n  height: 100vh;\n  max-height: 100vh;\n  width: 75%;\n  flex-grow: 0.75;\n  max-width: 350px;\n  transition:\n    visibility $animation-time ease-out,\n    margin $animation-time ease-out;\n  visibility: hidden;\n\n  @if $side == \"right\" {\n    margin-right: -75%;\n    right: 0;\n  } @else {\n    margin-left: -75%;\n    left: 0;\n  }\n}\n\n// Primary sidebar hides/shows at earlier widths\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .sidebar-toggle.primary-toggle {\n    display: none;\n  }\n\n  input#pst-primary-sidebar-checkbox {\n    &:checked + label.overlay.overlay-primary {\n      height: 0;\n      width: 0;\n    }\n  }\n\n  .bd-sidebar-primary {\n    margin-left: 0;\n    visibility: visible;\n  }\n}\n\n.bd-sidebar-primary {\n  @include media-breakpoint-down($breakpoint-sidebar-primary) {\n    @include sliding-drawer(\"left\");\n  }\n}\n\n.bd-sidebar-secondary {\n  @include media-breakpoint-down($breakpoint-sidebar-secondary) {\n    @include sliding-drawer(\"right\");\n  }\n}\n","/**\n * Breadcrumbs for parent pages meant for the article header\n */\nul.bd-breadcrumbs {\n  list-style: none;\n  padding-left: 0;\n  display: flex;\n  flex-wrap: wrap;\n\n  // Font size slightly smaller to avoid cluttering up space too much\n  font-size: 0.8rem;\n\n  li.breadcrumb-item {\n    display: flex;\n    align-items: center;\n\n    // Style should look like heavier in-page links\n    // keeping visited in the default link colour\n    font-weight: bold;\n\n    a {\n      @include link-style-text;\n    }\n\n    // Items that aren't the home have a caret to the left\n    &:not(.breadcrumb-home)::before {\n      font: var(--fa-font-solid);\n      font-size: 0.8rem;\n      content: var(--pst-breadcrumb-divider);\n      color: var(--pst-color-text-muted);\n      padding: 0 0.5rem;\n    }\n  }\n}\n","/**\n * Icon links in the navbar\n */\n\n.pst-navbar-icon {\n  // Extra specificity needed for overrides\n  html & {\n    @include min-hit-area;\n    @include link-style-block;\n\n    display: flex;\n    align-items: center;\n    justify-content: center;\n\n    // Bootstrap overrides\n    border-radius: 0;\n    border: none;\n    font-size: 1rem;\n    line-height: $line-height-body; // Override Boostrap, which defines a separate line-height for buttons\n    padding: $navbar-link-padding-y 0; // Horizontal white space in nav bar between items is controlled via column gap rule on the container.\n\n    // Make the navbar icon links have the same size as the navbar text links\n    height: calc(2 * $navbar-link-padding-y + $line-height-body * 1rem);\n  }\n}\n\nul.navbar-icon-links {\n  display: flex;\n  flex-flow: row wrap;\n  column-gap: 1rem;\n  justify-content: space-evenly;\n  align-items: center;\n  padding-left: 0;\n  margin-bottom: 0;\n  list-style: none;\n\n  // Icons styling\n  i {\n    &.fa-brands,\n    &.fa-regular,\n    &.fa-solid {\n      vertical-align: middle;\n      font-style: normal;\n      font-size: var(--pst-font-size-icon);\n    }\n\n    /* Social media buttons hard-code the brand color */\n    &.fa-square-twitter::before {\n      color: #55acee;\n    }\n\n    &.fa-square-gitlab::before {\n      color: #548;\n    }\n\n    &.fa-bitbucket::before {\n      color: #0052cc;\n    }\n  }\n\n  // Force images to be icon-sized\n  img.icon-link-image {\n    height: 1.5em;\n    border-radius: 0.2rem;\n  }\n\n  .fa-pydata {\n    stroke: var(--pst-color-background);\n    stroke-linejoin: round;\n    stroke-width: 0.35;\n  }\n}\n","/**\n * Logo in the navbar\n */\n\n.navbar-brand {\n  position: relative;\n  height: var(--pst-header-height);\n  max-height: var(--pst-header-height);\n  padding: 0.5rem 0;\n  width: auto;\n  margin: 0;\n  display: flex;\n\n  // Ensure that the logo stays the same length while other content shrinks\n  flex-shrink: 0;\n  align-items: center;\n  gap: 0.5rem;\n\n  // If there's no logo image, we use a p element w/ the site title\n  p {\n    color: var(--pst-color-text-base);\n    margin-bottom: 0;\n  }\n\n  // If there's a logo, it'll be in an img block\n  img {\n    max-width: 100%;\n    height: 100%;\n    width: auto;\n  }\n\n  &:hover,\n  &:visited:hover {\n    @include link-style-hover;\n\n    color: var(--pst-color-text-base);\n  }\n}\n","/**\n * Navigation links in the navbar and icon links\n */\nul.navbar-nav {\n  // Reduce padding of nested `ul` items a bit\n  ul {\n    padding: 0 0 0 1rem;\n  }\n\n  // Navbar links - do not have an underline by default\n  li {\n    display: flex;\n    flex-direction: column;\n\n    a {\n      display: flex;\n      align-items: center;\n      height: 100%;\n      padding-top: $navbar-link-padding-y;\n      padding-bottom: $navbar-link-padding-y;\n\n      @include link-style-text;\n    }\n  }\n}\n","/**\n * The list of in-page TOC links\n */\n.page-toc {\n  .section-nav {\n    padding-left: 0;\n    border-bottom: none;\n\n    ul {\n      padding-left: 1rem;\n    }\n  }\n\n  // override bootstrap settings\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n\n  .onthispage {\n    color: var(--pst-color-text-base);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n}\n","/**\n* Previous / Next navigation buttons\n**/\n.prev-next-area {\n  width: 100%;\n\n  p {\n    color: var(--pst-color-text-muted);\n    margin: 0 0.3em;\n    line-height: 1.3em;\n  }\n\n  i {\n    font-size: 1.2em;\n  }\n\n  a {\n    // So that buttons align with icons\n    display: flex;\n    align-items: center;\n    border: none;\n    padding: 10px;\n    max-width: 45%;\n    overflow-x: hidden;\n    color: var(--pst-color-text-muted);\n    text-decoration: none;\n\n    p.prev-next-title {\n      @include link-style-default;\n\n      font-weight: var(--pst-admonition-font-weight-heading);\n      font-size: 1.1em;\n    }\n\n    &:hover,\n    &:visited:hover {\n      p.prev-next-title {\n        @include link-style-hover;\n      }\n    }\n\n    .prev-next-info {\n      flex-direction: column;\n      margin: 0 0.5em;\n\n      .prev-next-subtitle {\n        text-transform: capitalize;\n      }\n    }\n\n    &.left-prev {\n      float: left;\n    }\n\n    &.right-next {\n      float: right;\n\n      div.prev-next-info {\n        text-align: right;\n      }\n    }\n  }\n}\n","/**\n * Search field\n **/\n.bd-search {\n  position: relative;\n  padding-left: 0.5rem;\n  gap: 0.5rem;\n  background-color: var(--pst-color-background);\n  border-radius: $admonition-border-radius;\n  border: 1px solid var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Background should always be same color regardless of active or not\n  &:active {\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n\n  .icon {\n    position: absolute;\n    color: var(--pst-color-border);\n    left: 25px;\n  }\n\n  .fa-solid.fa-magnifying-glass {\n    position: absolute;\n    left: calc((2.5rem - 0.7em) / 2);\n    color: var(--pst-color-text-muted);\n  }\n\n  input {\n    // Inner-text of the search bar\n    &::placeholder {\n      color: var(--pst-color-text-muted);\n    }\n\n    // Remove the little \"x\" that pops up when you start typing\n    &::-webkit-search-cancel-button,\n    &::-webkit-search-decoration {\n      appearance: none;\n    }\n  }\n\n  // Shows off the keyboard shortcuts for the button\n  .search-button__kbd-shortcut {\n    display: flex;\n    position: absolute;\n    right: 0.5rem;\n    color: var(--pst-color-border);\n  }\n}\n\n.form-control {\n  background-color: var(--pst-color-background);\n  color: var(--pst-color-text-base);\n\n  &:focus,\n  &:focus-visible {\n    border: none;\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n}\n\n/**\n * Search button - located in the navbar\n */\n\n// Search link icon should be a bit bigger since it is separate from icon links\n.search-button i {\n  font-size: 1.3rem;\n}\n\n// __search-container will only show up when we use the search pop-up bar\n.search-button__search-container,\n.search-button__overlay {\n  display: none;\n}\n\n.search-button__wrapper.show {\n  .search-button__search-container {\n    display: flex;\n\n    // Center in middle of screen just underneath header\n    position: fixed;\n    z-index: $zindex-modal;\n    top: 30%;\n    left: 50%;\n    transform: translate(-50%, -50%);\n    right: 1rem;\n    margin-top: 0.5rem;\n    width: 90%;\n    max-width: 800px;\n  }\n\n  .search-button__overlay {\n    display: flex;\n    position: fixed;\n    z-index: $zindex-modal-backdrop;\n    background-color: black;\n    opacity: 0.5;\n    width: 100%;\n    height: 100%;\n    top: 0;\n    left: 0;\n  }\n\n  form.bd-search {\n    flex-grow: 1;\n    padding-top: 0;\n    padding-bottom: 0;\n  }\n\n  // Font and input text a bit bigger\n  svg,\n  input {\n    font-size: var(--pst-font-size-icon);\n  }\n}\n\n/**\n * The search button component that looks like a field.\n * Lives at components/search-button-field.html\n */\n.search-button-field {\n  $search-button-border-radius: 1.5em;\n\n  display: inline-flex;\n  align-items: center;\n  border: var(--pst-color-border) solid 1px;\n  border-radius: $search-button-border-radius;\n  color: var(--pst-color-text-muted);\n  padding: 0.5em;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    box-shadow: 0 0 0 $focus-ring-width var(--pst-color-link-hover);\n  }\n\n  &:focus-visible {\n    border-radius: $search-button-border-radius;\n  }\n\n  // The keyboard shotcut text\n  .search-button__default-text {\n    font-size: var(--bs-nav-link-font-size);\n    font-weight: var(--bs-nav-link-font-weight);\n    margin-right: 0.5em;\n    margin-left: 0.5em;\n  }\n\n  .kbd-shortcut__modifier {\n    font-size: 0.75em;\n  }\n\n  // Ensures that all the text lines up in the middle\n  > * {\n    align-items: center;\n  }\n\n  // Only the icon should be visible on narrow screens\n  > :not(svg) {\n    display: none;\n\n    @include media-breakpoint-up(lg) {\n      display: flex;\n    }\n  }\n}\n","/**\n * The 'Hide Search Matches' button.\n * This only shows up when a person lands on a page after clicking a search result.\n * Clicking it removes the highlighting of the search term from the page.\n * We want it to behave like a button.\n */\ndiv#searchbox {\n  // Leave `#searchbox` rules empty so that it doesn't show at all when it is empty\n  p.highlight-link {\n    margin: 1rem 0;\n    width: fit-content;\n\n    // A bit more margin on wide screens to mimic article behavior\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      margin-left: 2rem;\n    }\n\n    // Put outer shadow on this one so that we can darken the link w/ an inner shadow\n    @include box-shadow;\n\n    // Style the button to look like a Sphinx Design button\n    a {\n      border-radius: 0.25rem;\n      font-size: 1.25rem;\n      padding: 0.75rem;\n      background-color: var(--pst-color-primary);\n      color: var(--pst-color-primary-text);\n      text-decoration: none;\n\n      // The box shadow is inset so that it darkens the button on hover\n      transition: box-shadow 0.25s ease-out;\n\n      &:hover {\n        box-shadow: inset 0 0 50px 50px rgb(0 0 0 / 25%);\n      }\n\n      &::before {\n        content: var(--pst-icon-search-minus);\n        color: unset;\n        font: var(--fa-font-solid);\n        margin-right: 0.5rem;\n      }\n    }\n  }\n}\n","/**\n * Light/dark theme switcher\n */\n\n.theme-switch-button {\n  .theme-switch {\n    display: none;\n\n    &:active {\n      text-decoration: none;\n      color: var(--pst-color-link-hover);\n    }\n\n    .fa-lg {\n      aspect-ratio: 1 / 1;\n    }\n  }\n}\n\n@each $mode in auto, light, dark {\n  html[data-mode=\"#{$mode}\"]\n    .theme-switch-button\n    .theme-switch[data-mode=\"#{$mode}\"] {\n    display: inline; // inline needed for span height to be calculated using inherited font size and line height\n  }\n}\n","button.btn.version-switcher__button {\n  border-color: var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Add a margin on narrow screens to avoid feeling cramped\n  margin-bottom: 1em;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    margin-bottom: unset;\n  }\n\n  &:hover {\n    box-shadow: 0 0 0 $focus-ring-width var(--pst-color-secondary);\n    border-color: transparent;\n  }\n\n  &:active {\n    color: var(--pst-color-text-base);\n    border-color: var(--pst-color-border);\n  }\n\n  &:focus-visible {\n    border-color: transparent;\n  }\n}\n\n.version-switcher__menu {\n  border-color: var(--pst-color-border);\n  border-radius: var(--bs-dropdown-border-radius);\n\n  a.list-group-item {\n    background-color: var(--pst-color-on-background);\n    color: var(--pst-color-text-base);\n    padding: 0.75rem 1.25rem;\n\n    &:not(:last-child) {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n\n    &:hover {\n      @include link-style-hover;\n\n      background-color: var(--pst-color-surface);\n    }\n\n    &.active {\n      @include link-sidebar-current;\n\n      position: relative;\n      z-index: 1;\n\n      span::before {\n        content: \"\";\n        width: 100%;\n        height: 100%;\n        position: absolute;\n        z-index: -1;\n        left: 0;\n        top: 0;\n      }\n    }\n\n    &:focus-visible {\n      z-index: 10; // keep focus ring on top (prevent the hover background of the next dropdown item from covering the ring)\n    }\n  }\n}\n\n// Font behavior on mobile\nbutton.version-switcher__button,\n.version-switcher__menu {\n  font-size: 1.1em; // A bit smaller than other menu font\n  z-index: $zindex-modal; // higher than the sidebars\n\n  // Make sure it meets WCAG target size requirement no matter the version\n  // string displayed in the button\n  @include min-hit-area;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: unset;\n  }\n}\n","/* Collapsing of the TOC sidebar while scrolling */\n\n/* Nav: hide second level (shown on .active) */\n\nnav.page-toc {\n  // A little extra space before the buttons\n  margin-bottom: 1rem;\n}\n\n.bd-toc .nav {\n  .nav {\n    display: none;\n\n    // So we can manually specify a level as visible in the config\n    &.visible {\n      display: block;\n    }\n  }\n\n  > .active > ul {\n    display: block;\n  }\n}\n\n// Each entry of the in-page TOC\n.toc-entry {\n  display: block;\n\n  a > code {\n    color: var(--pst-color-text-muted);\n  }\n\n  a.nav-link {\n    display: block;\n    padding: 0.125rem 0;\n\n    // Padding w/ negative margin so the top TOC item highlight overlaps w/ the TOC border\n    padding-left: 1rem;\n    margin-left: -1rem;\n\n    @include link-sidebar;\n\n    &.active {\n      @include link-sidebar-current;\n\n      background-color: transparent;\n\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n\n    &:focus-visible {\n      border-radius: $focus-ring-radius;\n    }\n  }\n}\n","div.versionadded,\ndiv.versionchanged,\ndiv.deprecated {\n  vertical-align: middle;\n  margin: 1.5625em auto;\n  padding: 0 0.6rem;\n  overflow: hidden;\n\n  /* break-inside has replaced page-break-inside and is widely usable since 2019 */\n  page-break-inside: avoid;\n  break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n\n  @include box-shadow;\n\n  position: relative;\n\n  > p {\n    margin-bottom: 0.6rem;\n    margin-top: 0.6rem;\n  }\n}\n\ndiv.versionadded {\n  border-color: var(--pst-color-success);\n  background-color: var(--pst-color-success-bg);\n}\n\ndiv.versionchanged {\n  border-color: var(--pst-color-warning);\n  background-color: var(--pst-color-warning-bg);\n}\n\ndiv.deprecated {\n  border-color: var(--pst-color-danger);\n  background-color: var(--pst-color-danger-bg);\n}\n\nspan.versionmodified {\n  font-weight: 600;\n\n  &::before {\n    margin-right: 0.6rem;\n    color: var(--pst-color-info);\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-versionmodified-default);\n  }\n}\n\nspan.versionmodified.added {\n  &::before {\n    color: var(--pst-color-success);\n    content: var(--pst-icon-versionmodified-added);\n  }\n}\n\nspan.versionmodified.changed {\n  &::before {\n    color: var(--pst-color-warning);\n    content: var(--pst-icon-versionmodified-changed);\n  }\n}\n\nspan.versionmodified.deprecated {\n  &::before {\n    color: var(--pst-color-danger);\n    content: var(--pst-icon-versionmodified-deprecated);\n  }\n}\n",".sidebar-indices-items {\n  display: flex;\n  flex-direction: column;\n  border-top: 1px solid var(--pst-color-border);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    border-top: none;\n  }\n\n  .sidebar-indices-items__title {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    font-size: var(--pst-sidebar-header-font-size);\n    color: var(--pst-color-text-base);\n    margin-bottom: 0.5rem;\n  }\n\n  ul.indices-link {\n    margin-right: -1rem;\n    list-style: none;\n    padding: 0;\n\n    li > a {\n      display: block;\n      padding: 0.25rem 0;\n      color: var(--pst-color-text-muted);\n\n      &:hover {\n        color: var(--pst-color-primary);\n        text-decoration: none;\n        background-color: transparent;\n      }\n    }\n  }\n}\n",".bd-sidebar-primary div#rtd-footer-container {\n  position: sticky;\n  bottom: -1rem;\n  margin: -1rem; // ignore sidebar padding\n\n  .rst-versions.rst-badge {\n    position: unset;\n    font-size: 0.9em;\n    font-family: var(--pst-font-family-base);\n    max-width: unset;\n\n    .rst-current-version {\n      display: flex;\n      align-items: center;\n      gap: 0.2rem;\n      height: 2.5rem;\n      transition: background-color 0.2s ease-out;\n      background-color: var(--pst-color-background);\n      color: var(--pst-color-success);\n      border-top: 1px solid var(--pst-color-border);\n    }\n\n    .fa.fa-book {\n      color: var(--pst-color-text-muted);\n      margin-right: auto;\n\n      &::after {\n        color: var(--pst-color-text-base);\n        content: \"Read The Docs\";\n        font-family: var(--pst-font-family-base);\n        font-weight: var(--pst-admonition-font-weight-heading);\n      }\n    }\n\n    .fa.fa-caret-down {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  .rst-versions.rst-badge.shift-up {\n    .rst-current-version {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n  }\n\n  .rst-other-versions {\n    background-color: var(--pst-color-surface);\n    color: var(--pst-color-text-base);\n\n    dl {\n      dd a {\n        color: var(--pst-color-text-muted);\n      }\n    }\n\n    hr {\n      background-color: var(--pst-color-border);\n    }\n\n    small a {\n      color: var(--pst-color-link);\n    }\n\n    input {\n      padding-left: 0.5rem;\n      border: 1px solid var(--pst-color-border);\n      background-color: var(--pst-color-surface);\n    }\n  }\n}\n","/**\n * Admonitions and blocks of styled content.\n * Admonitions CSS originally inspired by https://squidfunk.github.io/mkdocs-material/getting-started/\n */\n$admonition-border-radius: 0.25rem;\n$admonition-left-border-width: 0.2rem;\n\ndiv.admonition,\n.admonition {\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0.8rem;\n  overflow: hidden;\n\n  /* break-inside has replaced page-break-inside and is widely usable since 2019 */\n  page-break-inside: avoid;\n  break-inside: avoid;\n  border-left: $admonition-left-border-width solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n\n  @include box-shadow;\n\n  // Last item should have no spacing since we'll control that w/ padding\n  *:last-child {\n    margin-bottom: 0;\n  }\n\n  // Items after the title should be indented\n  p.admonition-title ~ * {\n    margin-left: 1.4rem;\n    margin-right: 1.4rem;\n  }\n\n  // Lists need to have left margin so they don't spill into it\n  > ol,\n  > ul {\n    margin-left: 1em;\n  }\n\n  // Defaults for all admonitions\n  > .admonition-title {\n    margin: 0 -0.6rem;\n    padding: 0.4rem 0.6rem 0.4rem 2rem;\n    font-weight: var(--pst-admonition-font-weight-heading);\n    position: relative;\n\n    @include legacy-backdrop-placeholder;\n\n    background-color: var(--pst-color-info-bg);\n\n    // now that we use solid colors we want the title on top\n    z-index: 1;\n\n    &::after {\n      position: absolute;\n      left: 0.5rem;\n      width: 1rem;\n      height: 1rem;\n      color: var(--pst-color-info);\n      font: var(--fa-font-solid);\n      line-height: inherit;\n      content: var(--pst-icon-admonition-default);\n      opacity: 1;\n    }\n\n    // Next element after title needs some extra upper-space\n    + * {\n      margin-top: 0.4em;\n    }\n  }\n\n  &.attention {\n    border-color: var(--pst-color-attention);\n\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &::after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-attention);\n      }\n    }\n  }\n\n  &.caution {\n    border-color: var(--pst-color-warning);\n\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &::after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-caution);\n      }\n    }\n  }\n\n  &.warning {\n    border-color: var(--pst-color-warning);\n\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &::after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-warning);\n      }\n    }\n  }\n\n  &.danger {\n    border-color: var(--pst-color-danger);\n\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &::after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-danger);\n      }\n    }\n  }\n\n  &.error {\n    border-color: var(--pst-color-danger);\n\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &::after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-error);\n      }\n    }\n  }\n\n  &.hint {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-hint);\n      }\n    }\n  }\n\n  &.tip {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-tip);\n      }\n    }\n  }\n\n  &.important {\n    border-color: var(--pst-color-attention);\n\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &::after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-important);\n      }\n    }\n  }\n\n  &.note {\n    border-color: var(--pst-color-info);\n\n    > .admonition-title {\n      background-color: var(--pst-color-info-bg);\n\n      &::after {\n        color: var(--pst-color-info);\n        content: var(--pst-icon-admonition-note);\n      }\n    }\n  }\n\n  &.seealso {\n    border-color: var(--pst-color-success);\n\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &::after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-seealso);\n      }\n    }\n  }\n\n  &.admonition-todo {\n    border-color: var(--pst-color-secondary);\n\n    > .admonition-title {\n      background-color: var(--pst-color-secondary-bg);\n\n      &::after {\n        color: var(--pst-color-secondary);\n        content: var(--pst-icon-admonition-todo);\n      }\n    }\n  }\n\n  /**\n   * Special-case for a `sidebar` class that makes the admonition float to\n   * the right like the {sidebar} directive.\n   */\n  &.sidebar {\n    max-width: 40%;\n    float: right;\n    clear: both;\n    margin-left: 0.5rem;\n    margin-top: 0;\n\n    // Undo the .sidebar directive border\n    border-width: 0 0 0 $admonition-left-border-width;\n\n    // TODO: these semantic-color-names border-color rules might no longer be\n    //       needed when we drop support for Sphinx 4 / docutils 0.17\n    &.attention,\n    &.important {\n      border-color: var(--pst-color-attention);\n    }\n\n    &.caution,\n    &.warning {\n      border-color: var(--pst-color-warning);\n    }\n\n    &.danger,\n    &.error {\n      border-color: var(--pst-color-danger);\n    }\n\n    &.hint,\n    &.tip,\n    &.seealso {\n      border-color: var(--pst-color-success);\n    }\n\n    &.note,\n    &.todo {\n      border-color: var(--pst-color-info);\n    }\n\n    // No inner margin since we have less horizontal space w/ the sidebar\n    p.admonition-title ~ * {\n      margin-left: 0;\n      margin-right: 0;\n    }\n  }\n}\n\n/**************************************************************\n * Similar content blocks that are not technically admonitions.\n */\n\n/**\n * Topics and the {contents} directive\n */\n// Docutils <= 0.17\ndiv.topic,\ndiv.topic.contents,\n// Docutils >= 0.18\nnav.contents,\naside.topic {\n  display: flex;\n  flex-direction: column;\n  background-color: var(--pst-color-surface);\n  border-color: var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  padding: 1rem 1.25rem;\n\n  @include box-shadow;\n\n  .topic-title {\n    margin: 0 0 0.5rem;\n  }\n\n  // Over-ride text color to ensure enough contrast\n  p {\n    color: var(--pst-color-on-surface) !important;\n  }\n\n  // Over-ride large default padding\n  ul.simple {\n    padding-left: 1rem;\n\n    ul {\n      // So that sub-lists will have a bit less padding\n      padding-left: 2em;\n    }\n  }\n}\n\n/**\n * Sidebar directive\n */\naside.sidebar {\n  border: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-surface);\n  border-radius: $admonition-border-radius;\n\n  // to match the admonition-styled sidebars:\n  margin-left: 0.5rem;\n  padding: 0;\n\n  > *:last-child {\n    padding-bottom: 1rem;\n  }\n\n  p.sidebar-title {\n    position: relative;\n    margin-bottom: 0;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n    border-bottom: 1px solid var(--pst-color-border);\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-admonition-font-weight-heading);\n  }\n\n  // Add margin to the first non-`.sidebar-title` item\n  > *:not(.sidebar-title):first-child,\n  > p.sidebar-title + * {\n    margin-top: 1rem;\n  }\n\n  > * {\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n}\n\n/**\n * Rubrics look kind of like section headers\n */\np.rubric {\n  display: flex;\n  flex-direction: column;\n}\n\n/**\n * Seealso is kind of like a vertically-collapsed admonition\n */\n.seealso dd {\n  margin-top: 0;\n  margin-bottom: 0;\n}\n","/**\n * Miscellaneous color functions and mixins\n**/\n\n@use \"sass:list\";\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:math\";\n@use \"sass:string\";\n\n// We must add ::before pseudo-element to some theme components (such as admonitions)\n// because users were instructed to customize the background color this way.\n@mixin legacy-backdrop-placeholder {\n  &::before {\n    content: \"\";\n    width: 100%;\n    height: 100%;\n    position: absolute;\n    left: 0;\n    top: 0;\n    z-index: -1;\n\n    // So that hovering over the text within background is still possible.\n    // Otherwise the background overlays the text and you cannot click or select easily.\n    // ref: https://developer.mozilla.org/en-US/docs/Web/CSS/pointer-events\n    pointer-events: none;\n  }\n}\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetc\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map.get($map, $key);\n  }\n\n  @return $map;\n}\n\n/**\n  * Function to check if the color needs converting to a \"color\" type\n  * if it is a string we cannot use other color manipulation functions\n  * It is used to create the sphinx-design colours as these are often interpolated\n  */\n// @param {String/Color} $color - Color definition from map\n// @return {Color} - Color type (in hex)\n@function check-color($color) {\n  @if meta.type-of($color) == string {\n    $color: from-hex($color);\n  }\n\n  @return $color;\n}\n\n/**\n  * Function to convert the string representation of a color to a color type (hex)\n  */\n// @param {String} $string - String representation of a color\n@function from-hex($string) {\n  $string-lower: string.to-lower-case($string);\n  $r: \"\";\n  $g: \"\";\n  $b: \"\";\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $length: string.length($string);\n  $max: if($length == 4, 1, 2);\n\n  // Check for length accuracy\n  @if $length != 4 and $length != 7 {\n    @return $string;\n  }\n\n  // Loop from the second character (omitting #)\n  @for $i from 2 through $length {\n    $c: string.slice($string-lower, $i, $i);\n\n    // If wrong character, return\n    @if not list.index($hex, $c) {\n      @return $string;\n    }\n\n    @if string.length($r) < $max {\n      $r: $r + $c;\n    } @else if string.length($g) < $max {\n      $g: $g + $c;\n    } @else if string.length($b) < $max {\n      $b: $b + $c;\n    }\n  }\n\n  @if $length == 4 {\n    $r: $r + $r;\n    $g: $g + $g;\n    $b: $b + $b;\n  }\n\n  @return rgb(hex-to-dec($r), hex-to-dec($g), hex-to-dec($b));\n}\n\n@function hex-to-dec($string) {\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $string: string.to-lower-case($string);\n  $length: string.length($string);\n  $dec: 0;\n\n  @for $i from 1 through $length {\n    $factor: 1 + (15 * ($length - $i));\n    $index: list.index($hex, string.slice($string, $i, $i));\n    $dec: $dec + $factor * ($index - 1);\n  }\n\n  @return $dec;\n}\n","// Style API docs from sphinx' autodoc / autosummary\n\n/*******************************************************************************\n* Styling for field lists\n*/\n\n/* grey highlighting of 'parameter' and 'returns' field */\ntable.field-list {\n  border-collapse: separate;\n  border-spacing: 10px;\n  margin-left: 1px;\n\n  th.field-name {\n    padding: 1px 8px 1px 5px;\n    white-space: nowrap;\n    background-color: var(--pst-color-surface);\n  }\n\n  /* italic font for parameter types */\n  td.field-body {\n    p {\n      font-style: italic;\n\n      > strong {\n        font-style: normal;\n      }\n    }\n\n    /* reduced space around parameter description */\n    blockquote {\n      border-left: none;\n      margin: 0 0 0.3em;\n      padding-left: 30px;\n    }\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary tables\n*/\n\n.table.autosummary {\n  // The first column (with the signature) should not wrap\n  td:first-child {\n    white-space: nowrap;\n  }\n}\n\n/* overriding basic.css to use our own monospace font */\n.sig {\n  font-family: var(--pst-font-family-monospace);\n}\n\n/* C++ specific styling - overriding the basic.css to avoid custom colors */\n\n.sig-inline.c-texpr,\n.sig-inline.cpp-texpr {\n  font-family: unset;\n}\n\n.sig.c .k,\n.sig.c .kt,\n.sig.cpp .k,\n.sig.cpp .kt {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .m,\n.sig.cpp .m {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .s,\n.sig.c .sc,\n.sig.cpp .s,\n.sig.cpp .sc {\n  color: var(--pst-color-text-base);\n}\n\n// addition\n\n// .sig.c .sig-name .n,\n// .sig.cpp .sig-name .n {\n//   color: var(--pst-color-inline-code);\n// }\n\n.sig-name {\n  color: var(--pst-color-inline-code);\n}\n\n.sig-param .o,\n.sig-param .default_value {\n  color: var(--pst-color-text-muted);\n  font-weight: normal;\n}\n\n// change target color for dark theme\ndt:target,\nspan.highlighted {\n  background-color: var(--pst-color-target);\n}\n\n.viewcode-back {\n  font-family: var(--pst-font-family-base);\n}\n\n.viewcode-block:target {\n  border-top: 1px solid var(--pst-color-border);\n  border-bottom: 1px solid var(--pst-color-border);\n  position: relative;\n  background-color: var(--pst-color-target);\n}\n\ndl > dt > a:has(.viewcode-link) {\n  // Sphinx applies a `float:right` rule to the .viewcode-line span, which\n  // exposes a browser glitch in the focus ring. It seems the browser creates\n  // two separate boxes, an empty box where the anchor element gets laid out and\n  // then another box around the anchor's contents that have been floated right.\n  // Firefox draws the focus ring around the empty anchor element box. Chrome\n  // draws two focus rings: one around the empty anchor and one around the\n  // floated-right element. To fix the glitch, we apply the float rule on the\n  // parent rather than the child.\n  float: right;\n\n  .viewcode-link {\n    float: none;\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary titles like \"parameters\" and \"returns\"\n*/\n\n// the API selector\n// from https://github.com/pradyunsg/furo/blob/main/src/furo/assets/styles/content/_api.sass#L6)\ndl[class]:not(.option-list, .field-list, .footnote, .glossary, .simple) {\n  // increase margin bottom after the dl elements\n  margin-bottom: 3rem;\n\n  dd {\n    margin-left: 2rem;\n\n    // Fix until this will be solved to Sphinx https://github.com/sphinx-doc/sphinx/issues/10815\n    & > dl.simple > dt {\n      display: flex;\n    }\n  }\n\n  dl.field-list {\n    display: grid;\n    grid-template-columns: unset;\n  }\n\n  dt.field-odd,\n  dt.field-even {\n    margin-top: 0.2rem;\n    margin-bottom: 0.1rem;\n    background-color: var(--pst-color-surface);\n  }\n}\n","/**\n * Code block styling\n * Note that we inherit a lot of styling from Bootstrap so not many rules here.\n */\n\n// General code block behavior\n// Unset bootstrap behavior\ndiv[class*=\"highlight-\"],\ndiv.highlight,\ndiv.literal-block-wrapper {\n  display: flex;\n  flex-direction: column;\n  width: unset;\n  border-radius: $admonition-border-radius;\n  break-inside: avoid;\n}\n\n// Code blocks with captions\n// There's a wrapper when the code block has a title\ndiv.literal-block-wrapper {\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  // This is where the title goes\n  div.code-block-caption {\n    margin: 0;\n    border-bottom: 1px solid var(--pst-color-border);\n    padding: 0.5rem;\n    font-size: 1rem;\n    font-weight: var(--pst-font-weight-caption);\n\n    a.headerlink {\n      font-size: inherit;\n    }\n  }\n\n  // Remove the upper border radius since we want it to connect with the title\n  // Remove the box shadow so the wrapper gets the shadow instead\n  div[class*=\"highlight-\"] {\n    margin: 0;\n    border-radius: 0;\n\n    pre {\n      border: none;\n      box-shadow: none;\n    }\n  }\n}\n\n/**\n * In-line code\n */\ncode.literal {\n  padding: 0.1rem 0.25rem;\n  background-color: var(--pst-color-surface);\n  border: 1px solid var(--pst-color-border);\n  border-radius: 0.25rem;\n}\n\na > code {\n  color: var(--pst-color-inline-code-links);\n}\n\n// Fix for Sphinx's \"highlight\" directive - this is an issue with our accessible pygments theme\n// and the colour we are using for the background of the code blocks.\nhtml[data-theme=\"light\"] .highlight .nf {\n  color: #0078a1 !important;\n}\n\n// Minimum opacity needed for linenos to be WCAG AA conformant\nspan.linenos {\n  opacity: 0.8 !important;\n}\n","figure > a,\nfigure > a > img,\nfigure > img,\nfigure > video {\n  display: block;\n  margin-left: auto;\n  margin-right: auto;\n}\n\nfigure {\n  a.headerlink {\n    // So that header link doesn't push caption to be off-center.\n    position: absolute;\n    font-size: inherit;\n  }\n\n  // Default headerlink hover doesn't trigger on figures\n  &:hover a.headerlink {\n    visibility: visible;\n  }\n\n  figcaption {\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-font-weight-caption);\n    color: var(--pst-color-text-muted);\n    margin-left: auto;\n    margin-right: auto;\n    margin-top: 0.3rem;\n    text-align: center;\n\n    & > p:last-child {\n      // Don't add extra margin to already existing figure bottom margin\n      margin-bottom: 0;\n    }\n\n    p {\n      text-align: start;\n      display: inline-block;\n    }\n\n    table.table {\n      width: fit-content;\n      margin-left: auto;\n      margin-right: auto;\n    }\n  }\n}\n","// For consistency, add bracket around footnotes/citations which are\n// cited more than once. E.g. [Newton](1,2) instead of Newton(1,2)\ndt.label > span.brackets:not(:only-child)::before {\n  content: \"[\";\n}\n\ndt.label > span.brackets:not(:only-child)::after {\n  content: \"]\";\n}\n\n// Make footnote as a superscript\na.footnote-reference {\n  vertical-align: super;\n  font-size: small;\n}\n\n// Docutils 0.18 uses an `aside.footnote` container with different internal structure\naside.footnote {\n  margin-bottom: 0.5rem;\n\n  &:last-child {\n    margin-bottom: 1rem;\n  }\n\n  span.label,\n  span.backrefs {\n    font-weight: bold;\n  }\n\n  &:target {\n    background-color: var(--pst-color-target);\n  }\n}\n","/**\n * Hacky fixes that don't fit cleanly into other sections\n */\n\n// Ensure user highlighting/selecting behaves properly\n// From https://stackoverflow.com/a/34372191\ntable.highlighttable td.linenos,\nspan.linenos,\ndiv.doctest > div.highlight span.gp {\n  /* gp: Generic.Prompt */\n  user-select: none;\n}\n","// Override bootstrap by restoring the basic theme default.\ndd {\n  margin-top: 3px;\n  margin-bottom: 10px;\n  margin-left: 30px;\n}\n\nol,\nul {\n  padding-inline-start: 2rem;\n\n  li > p:first-child {\n    margin-bottom: 0.25rem;\n    margin-top: 0.25rem;\n  }\n}\n","// GitHub blockquote style\nblockquote {\n  padding: 1em;\n  color: var(--pst-color-text-muted);\n  border-left: 0.25em solid var(--pst-color-blockquote-notch);\n  border-radius: $admonition-border-radius;\n  position: relative;\n\n  p {\n    color: var(--pst-color-text-base);\n  }\n\n  // remove padding from included line-block to avoid duplication\n  .line-block {\n    margin: 0;\n  }\n\n  // remove margin bottom for the last p\n  p:last-child {\n    margin-bottom: 0;\n  }\n\n  @include legacy-backdrop-placeholder;\n\n  background-color: var(--pst-color-surface);\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n\n  // hack to make the text in the blockquote selectable\n  &::before {\n    z-index: -1;\n  }\n}\n","/**\n * Span-level styling within content\n */\n\nspan.guilabel {\n  border: 1px solid var(--pst-color-info);\n  font-size: 80%;\n  font-weight: 700;\n  border-radius: 4px;\n  padding: 2.4px 6px;\n  margin: auto 2px;\n  position: relative;\n\n  @include legacy-backdrop-placeholder;\n\n  background-color: var(--pst-color-info-bg);\n}\n\na.reference.download::before {\n  content: var(--pst-icon-download);\n  font: var(--fa-font-solid);\n  font-size: 0.8em;\n  padding: 0 0.25em;\n  color: var(--pst-color-text-muted);\n}\n","/**\n * Tables\n */\n\ntable {\n  // default to table-center\n  margin-left: auto;\n  margin-right: auto;\n\n  &.table-right {\n    margin-right: 0;\n  }\n\n  &.table-left {\n    margin-left: 0;\n  }\n}\n\n// customize table caption from bootstrap\n// to display them on top and centered\ntable caption {\n  text-align: center;\n  caption-side: top;\n  color: var(--pst-color-text-muted);\n}\n\n// MyST Markdown tables use these classes to control alignment\nth,\ntd {\n  &.text-left {\n    text-align: left;\n  }\n\n  &.text-right {\n    text-align: right;\n  }\n\n  &.text-center {\n    text-align: center;\n  }\n}\n\n// override bootstrap table colors\n.table {\n  @include table-colors;\n\n  --bs-table-bg: transparent; // background\n  --bs-table-color: var(\n    --pst-color-text-base\n  ); // ensure text and bullets are visible\n}\n\n.pst-scrollable-table-container {\n  // Put a horizontal scrollbar just below tables that are too wide to fit\n  // within the main column\n  overflow-x: auto;\n}\n","/**\n * Style the toctree component in pages (avoid modifying the navbars)\n */\n.toctree-wrapper {\n  p.caption {\n    font-size: 1.5em;\n    margin-bottom: 0;\n  }\n\n  & > ul {\n    padding-left: 0;\n  }\n\n  li[class^=\"toctree-l\"] {\n    list-style: none;\n    margin-bottom: 0.2em;\n\n    & > a {\n      list-style: none;\n      font-size: 1.1em;\n    }\n\n    & > ul {\n      list-style: none;\n      padding-inline-start: 1.5em;\n    }\n  }\n\n  // slightly bigger font for l1\n  .toctree-l1 > a {\n    font-size: 1.3em;\n  }\n}\n\ndiv.topic.contents,  // Docutils <= 0.17\nnav.contents  // Docutils >= 0.18\n{\n  // Style similarly to toctree\n  ul.simple {\n    list-style: none;\n    padding-left: 0;\n  }\n}\n","/**\n * Mathematics via MathJax.\n *\n * This is designed for MathJax v3\n * ref: https://www.sphinx-doc.org/en/master/usage/extensions/math.html#module-sphinx.ext.mathjax\n */\n\n// Applies to all math elements\nspan.math,\ndiv.math {\n  align-items: center;\n  display: flex;\n  max-width: 100%;\n\n  // This will be over-ridden for the y-direction and divs\n  overflow: hidden;\n}\n\n// Inline-only\nspan.math {\n  display: inline-flex;\n}\n\n// Block-level only\ndiv.math {\n  gap: 0.5em;\n\n  // So that the eqno shows up after the equation\n  flex-direction: row-reverse;\n\n  // The equation number / link\n  span.eqno a.headerlink {\n    position: relative;\n    font-size: 1em;\n  }\n\n  // The math container\n  mjx-container {\n    flex-grow: 1;\n    padding-bottom: 0.2rem;\n    overflow: auto;\n\n    // Set height to 0 so that it does not cause scrollbars to appear\n    // ref: https://github.com/mathjax/MathJax/issues/2521\n    mjx-assistive-mml {\n      height: 0;\n    }\n  }\n}\n","/**\n * ABlog\n * ref: https://ablog.readthedocs.io/\n */\n\n/**\n * Sidebar template components\n */\n.ablog-sidebar-item {\n  h2,\n  h3 {\n    font-size: var(--pst-sidebar-header-font-size);\n\n    // Remove unnecessary vertical whitespace\n    margin-top: 0.5rem;\n\n    // The headers are all links, but this makes them hard to parse\n    // So we change the colors to make them look like headers\n    a {\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  ul {\n    // No bullet points for the primary sidebar items\n    list-style: none;\n    padding-left: 0;\n\n    // Otherwise a scrollbar randomly shows up\n    overflow-y: hidden;\n\n    // List of recent post items\n    display: flex;\n    flex-direction: column;\n    gap: 0.5em;\n    margin-bottom: 0;\n\n    // The ablog cloud should move horizontally\n    &.ablog-cloud {\n      flex-flow: row wrap;\n      gap: 0.5rem;\n\n      // Vertical-align tag clouds\n      li {\n        // Center the tag cloud items\n        display: flex;\n        align-items: center;\n      }\n    }\n  }\n}\n\n/**\n * Previous / next buttons at the bottom\n */\n.ablog__prev-next {\n  font-size: 1.2em;\n  display: flex;\n  padding: 1rem 0;\n\n  // The bottom previous / next arrows\n  > span {\n    // To ensure that the whole thing fits on one line even if there are long titles\n    display: flex;\n    max-width: 45%;\n\n    // Links within each span have the collection of icon + text\n    a {\n      display: flex;\n      align-items: center;\n      margin-left: auto;\n      gap: 1rem;\n      line-height: 1.5rem;\n\n      i::before {\n        color: var(--pst-color-text-base);\n      }\n    }\n  }\n\n  // The first span is for the previous page and aligns to the left\n  span.ablog__prev {\n    i.fa-arrow-circle-left::before {\n      content: var(--pst-icon-angle-left);\n    }\n  }\n\n  // The second span is just an empty space so we remove it because we're\n  // positioning with flex\n  span.ablog__spacer {\n    display: none;\n  }\n\n  // The third span is aligned to the right\n  span.ablog__next {\n    margin-left: auto;\n    text-align: right;\n\n    i.fa-arrow-circle-right::before {\n      content: var(--pst-icon-angle-right);\n    }\n  }\n}\n\n/**\n * {postlist} directive and posts page\n */\n.ablog__collection,\n.postlist {\n  padding-left: 0;\n\n  .ablog-post {\n    list-style: none;\n\n    // Post metadata tags (author, links ,etc) should be a bit smaller\n    .ablog-archive {\n      display: flex;\n      flex-flow: row wrap;\n      gap: 1rem;\n      list-style: none;\n      font-size: 0.75rem;\n      padding-left: 0;\n    }\n\n    // Title line should be a bit bigger and bold to stand out\n    .ablog-post-title {\n      margin-top: 0;\n      font-size: 1.25rem;\n\n      a {\n        font-weight: bold;\n      }\n    }\n\n    // Read more button should be a bit bigger\n    .ablog-post-expand {\n      margin-bottom: 0.5rem;\n    }\n  }\n}\n","/**\n * Special cases for Bootstrap functionality\n */\n\n// Bootstrap adds margin to their general container class. However, sphinx/docutils\n// can also generate output with the container class, but in those cases we should\n// not add the margin from bootstrap. Same for max-width.\n.docutils.container {\n  padding-left: unset;\n  padding-right: unset;\n  margin-left: unset;\n  margin-right: unset;\n  max-width: unset;\n  width: unset;\n}\n\n.btn {\n  --bs-btn-focus-box-shadow: #{$btn-focus-box-shadow};\n}\n","/**\n * Sphinx Copybutton\n * ref: https://sphinx-copybutton.readthedocs.io/\n */\n\ndiv.highlight button.copybtn {\n  // Nicer spacing\n  display: flex;\n  align-items: center;\n  justify-content: center;\n\n  // Don't over-ride the success color\n  &:not(.success) {\n    color: var(--pst-color-muted);\n  }\n\n  border: none;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    &:not(.success) {\n      color: var(--pst-color-text);\n      background-color: var(--pst-color-shadow);\n    }\n  }\n\n  // Tooltip styling\n  &.o-tooltip--left::after {\n    color: var(--pst-color-text);\n    background-color: var(--pst-color-surface);\n  }\n\n  &:focus {\n    // For keyboard users, make the copy button visible when focussed.\n    opacity: 1;\n  }\n\n  &:focus-visible {\n    outline: $focus-ring-outline;\n  }\n}\n\ndiv.highlight:has(button.copybtn) {\n  // Make sure the code block has enough height for the copy button.\n  // Sphinx-copybutton sets 0.3em top offset plus 1.7em height:\n  // https://github.com/executablebooks/sphinx-copybutton/blob/master/sphinx_copybutton/_static/copybutton.css\n  min-height: 2em;\n}\n","// adapt ethical ad to the theme\n#ethical-ad-placement {\n  .ethical-sidebar a,\n  .ethical-sidebar a:visited,\n  .ethical-sidebar a:hover,\n  .ethical-sidebar a:active,\n  .ethical-footer a,\n  .ethical-footer a:visited,\n  .ethical-footer a:hover,\n  .ethical-footer a:active {\n    color: var(--pst-color-text-base);\n  }\n\n  .ethical-sidebar,\n  .ethical-footer {\n    background-color: var(--pst-color-background);\n    border: 1px solid var(--pst-color-border);\n    border-radius: 5px;\n    color: var(--pst-color-text-base);\n    font-size: 14px;\n    line-height: 20px;\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/******************************************************************************\n * Jupyter Sphinx\n */\n\n.bd-content div.jupyter_container {\n  // We don't want borders around the whole container, just around code cells\n  border: none;\n  background-color: unset;\n  box-shadow: none;\n\n  // Code cells should have the same style as our other code objects\n  div.output,\n  div.highlight {\n    border-radius: 0.25rem;\n  }\n\n  div.highlight {\n    background-color: var(--pst-color-surface);\n  }\n\n  // Ensure the style is the same as our code cells. Jupyter Sphinx makes it tiny.\n  .cell_input,\n  .cell_output {\n    border-radius: 0.25rem;\n\n    pre {\n      padding: 1rem;\n    }\n  }\n}\n","/* Styles for graphviz generated output from Sphinx */\n\n/* Style the inheritance diagram such that it has a dark mode */\nhtml[data-theme=\"dark\"] div.graphviz > object.inheritance {\n  filter: brightness(0.8) invert(0.82) contrast(1.2);\n  color-scheme: normal;\n}\n","/**\n * Special-cases for packages in the PyData ecosystem\n */\n\n// xarray output display in bootstrap\n.xr-wrap[hidden] {\n  display: block !important;\n}\n\n// ipywidgets\n.jp-OutputArea-output.lm-Widget {\n  // override overflow:hidden rule from Lumino (.lm-Widget) to allow scrolling\n  overflow: auto;\n}\n","/*******************************************************************************\n * Special-cases for the sphinx-design library, mainly to make it compatible\n * with the dark/light themes of pydata-sphinx-theme.\n *\n * NOTE: sphinx-design uses !important quite liberally, so here we must do the\n * same for our overrides to have any effect.\n */\n@use \"../variables/color\" as pst-color;\n@use \"sass:color\";\n@use \"sass:map\";\n@use \"sass:meta\";\n@use \"sass:string\";\n\n/*******************************************************************************\n  * Color and variables\n  *\n  * This is a list of the semantic color names from sphinx-design (we only\n  * need to override variables that sphinx-design has actually defined).\n  * https://github.com/executablebooks/sphinx-design/blob/9226a12a/style/_colors.scss#L31-L43\n  */\n$sd-semantic-color-names: (\n  \"primary\",\n  \"secondary\",\n  \"success\",\n  \"info\",\n  \"warning\",\n  \"danger\",\n  \"light\",\n  \"muted\",\n  \"dark\",\n  \"black\",\n  \"white\"\n);\n\n/**\n  * Here we create some extra --pst-color-* variables and use\n  * them to override the value of the corresponding sphinx-design variables.\n  * This is easier than re-writing the sphinx-design rules. Even easier would be\n  * directly assigning our values to the --sd-color-* variables, but then our\n  * downstream users couldn't override *our* colors and have it affect buttons\n  * and badges.\n  *\n  * First, define the extra keys needed to cover the full range of semantic\n  * color names used in sphinx-design, then merge them with the names we\n  * already define for our own needs.\n  * see https://sphinx-design.readthedocs.io/en/latest/css_variables.html\n  */\n$extra-semantic-colors: (\n  \"white\": $foundation-white,\n  \"light\": (\n    light: $foundation-light-gray,\n    bg-light: color.scale($foundation-light-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-light-gray, $lightness: -30%),\n  ),\n  \"muted\": (\n    light: $foundation-muted-gray,\n    bg-light: color.scale($foundation-muted-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-muted-gray, $lightness: -30%),\n  ),\n  \"dark\": $foundation-dark-gray,\n  \"black\": $foundation-black,\n);\n$all-colors: map.merge($pst-semantic-colors, $extra-semantic-colors);\n\n@mixin create-sd-colors($value, $name) {\n  // define the pst variables, so that downstream user overrides will work\n  --pst-color-#{$name}: #{$value};\n\n  // we are now using a11y-combination to calculate the text color - this is based\n  // on the WCAG color contrast guidelines\n  --pst-color-#{$name}-text: #{a11y-combination($value)};\n\n  // TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --pst-color-#{$name}-highlight: #{color.adjust($value, $lightness: -15%)};\n\n  // override the sphinx-design variables\n  --sd-color-#{$name}: var(--pst-color-#{$name});\n  --sd-color-#{$name}-text: var(--pst-color-#{$name}-text);\n\n  // TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --sd-color-#{$name}-highlight: var(--pst-color-#{$name}-highlight);\n}\n\n// Now we override the --sd-color-* variables.\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    // check if this color is defined differently for light/dark\n    @each $name in $sd-semantic-color-names {\n      $definition: map.get($all-colors, $name);\n\n      @if meta.type-of($definition) == map {\n        @each $key, $value in $definition {\n          @if string.index($key, $mode) {\n            // since now we define the bg colours in the semantic colours and not\n            // by changing opacity, we need to check if the key contains bg and the\n            // correct mode (light/dark)\n            @if string.index($key, \"bg\") {\n              --sd-color-#{$name}-bg: #{$value};\n\n              // create local variable\n              $value: check-color($value);\n\n              --sd-color-#{$name}-bg-text: #{a11y-combination($value)};\n            } @else {\n              $value: check-color($value);\n\n              @include create-sd-colors($value, $name);\n            }\n          }\n        }\n      } @else {\n        $value: map.get($all-colors, $name);\n\n        @include create-sd-colors($value, $name);\n      }\n    }\n  }\n}\n\n// Make sure the color border variables are set using our variables\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    --sd-color-card-border: var(--pst-color-border);\n  }\n}\n\n/*******************************************************************************\n  * shadows\n  */\nhtml[data-theme=\"light\"] {\n  .sd-shadow-xs,\n  .sd-shadow-sm,\n  .sd-shadow-md,\n  .sd-shadow-lg {\n    @include box-shadow;\n  }\n}\n\n/*******************************************************************************\n  * cards\n  */\n\n.bd-content .sd-card {\n  border: 1px solid var(--pst-color-border);\n\n  // TODO - --pst-color-panel-background is not defined... where is this coming from?\n  .sd-card-header {\n    background-color: var(--pst-color-panel-background);\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-footer {\n    background-color: var(--pst-color-panel-background);\n    border-top: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-body {\n    background-color: var(--pst-color-panel-background);\n  }\n\n  // Focus ring for link-cards\n  .sd-stretched-link:focus-visible {\n    // Don't put the focus ring on the <a> element (it has zero height in Sphinx Design cards)\n    outline: none;\n\n    // Put the focus ring on the <a> element's ::after pseudo-element\n    &::after {\n      outline: $focus-ring-outline;\n      border-radius: 0.25rem; // copied from Sphinx Design CSS for .sd-card\n    }\n  }\n\n  &.sd-card-hover:hover {\n    border-color: var(--pst-color-link-hover);\n  }\n}\n\n/*******************************************************************************\n  * tabs\n  */\n\n.bd-content .sd-tab-set {\n  > input {\n    // Active tab label\n    &:checked + label {\n      border-style: solid solid none;\n      border-color: var(--pst-color-primary) var(--pst-color-primary)\n        transparent; // top LR bottom\n\n      border-width: 0.125rem 0.125rem 0;\n      border-radius: 0.125rem 0.125rem 0 0;\n      background-color: var(--pst-color-on-background);\n      transform: translateY(0.125rem);\n      color: var(--pst-color-primary);\n    }\n\n    &:focus-visible + label {\n      border: 0.125rem solid var(--pst-color-accent);\n      border-radius: 0.125rem;\n      background-color: var(--pst-color-accent-bg);\n      color: var(--pst-color-on-surface);\n    }\n\n    // Hover label\n    &:not(:checked, :focus-visible) + label:hover {\n      border-color: transparent;\n      color: var(--pst-color-secondary);\n      text-decoration-line: underline;\n      text-decoration-thickness: $link-hover-decoration-thickness;\n    }\n  }\n\n  // Tab label\n  > label {\n    color: var(--pst-color-on-surface);\n    border: 0.125rem solid transparent;\n    border-radius: 0.125rem 0.125rem 0 0;\n    background-color: var(--pst-color-surface);\n    padding: 0 0.75em;\n    margin-inline-end: 0.25rem;\n    line-height: 1.95;\n\n    html[data-theme=\"dark\"] & {\n      background-color: var(--pst-color-on-background);\n    }\n  }\n\n  // panel\n  .sd-tab-content {\n    border: 0.125rem solid var(--pst-color-primary);\n    border-radius: 0.1875rem;\n    box-shadow: unset;\n    padding: 0.625rem;\n    background-color: var(--pst-color-on-background);\n  }\n}\n\n/*******************************************************************************\n* Dropdowns\n*/\n\ndetails.sd-dropdown {\n  // Remove all borders to over-ride SD behavior, and we'll add our own later\n  border: 0 !important;\n\n  // Drop shadow should behave same as admonitions\n  @include box-shadow;\n\n  // Header is where the \"clickable\" box goes\n  summary.sd-card-header {\n    border: 0 !important;\n    display: flex;\n    align-items: center;\n    position: relative; // So background color works\n    font-weight: 600;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n\n    // Set a variable that we can re-use for colors later\n    // We must set this in the current and content sibling container\n    // so that it is defined in both places\n    --pst-sd-dropdown-color: var(--pst-gray-500);\n    --pst-sd-dropdown-bg-color: var(--pst-color-surface);\n\n    & + div.sd-summary-content {\n      border: 0;\n\n      --pst-sd-dropdown-color: var(--sd-color-card-border);\n    }\n\n    @each $name in $sd-semantic-color-names {\n      &.sd-bg-#{$name} {\n        --pst-sd-dropdown-color: var(--sd-color-#{$name});\n        --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n\n        // Otherwise it won't be defined in the sibling element\n        & + div.sd-summary-content {\n          --pst-sd-dropdown-color: var(--sd-color-#{$name});\n          --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        }\n      }\n      &.sd-bg-text-#{$name} {\n        // Use the WCAG conformant text color\n        color: var(--sd-color-#{$name}-bg-text) !important;\n      }\n    }\n\n    @include legacy-backdrop-placeholder;\n\n    background-color: var(--pst-sd-dropdown-bg-color) !important;\n\n    // Add a left border with the same structure as our admonitions\n    border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n\n    // stylelint-disable-next-line no-duplicate-selectors\n    & + div.sd-summary-content {\n      border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n      border-bottom-left-radius: calc(0.25rem - 1px);\n      background-color: var(--pst-color-on-background);\n    }\n\n    span.sd-summary-icon {\n      display: inline-flex;\n      align-items: center;\n      color: var(--pst-sd-dropdown-color) !important;\n\n      svg {\n        opacity: 1;\n      }\n    }\n\n    // Positioning of the caret\n    .sd-summary-up,\n    .sd-summary-down {\n      top: 0.7rem;\n    }\n\n    // Focus ring\n    &:focus-visible {\n      outline: $focus-ring-outline;\n      outline-offset: -$focus-ring-width;\n    }\n  }\n}\n\n/*******************************************************************************\n* Buttons (which in Sphinx Design are actually links that look like buttons)\n* ref: https://sphinx-design.readthedocs.io/en/pydata-theme/badges_buttons.html#buttons\n*/\nhtml {\n  .sd-btn {\n    min-width: 2.25rem;\n    padding: 0.3125rem 0.75rem 0.4375rem; // 5px 12px 7px\n\n    &:hover {\n      @include link-style-hover; // override Sphinx Design\n\n      text-decoration-thickness: 1px;\n    }\n  }\n\n  @each $name in $sd-semantic-color-names {\n    .sd-btn-#{$name},\n    .sd-btn-outline-#{$name} {\n      &:focus-visible {\n        // Override Sphinx Design's use of -highlight colors. The -highlight\n        // colors are 15% darker, so this would create the effect of darkening\n        // the button when focused but we just want the button to have a focus\n        // ring of the same (non-highlight) color.\n        background-color: var(--sd-color-#{$name}) !important;\n        border-color: var(--sd-color-#{$name}) !important;\n        outline: var(--sd-color-#{$name}) solid $focus-ring-width;\n        outline-offset: $focus-ring-width;\n      }\n    }\n  }\n}\n","/**\n * Sphinx togglebutton\n */\n\n.bd-content {\n  @mixin chevron-down {\n    .toggle-chevron-right {\n      transform: rotate(90deg); // point chevron down\n      transition: none; // match non-animated behavior of other chevrons on site\n    }\n  }\n\n  @mixin chevron-up {\n    .toggle-chevron-right {\n      transform: rotate(-90deg); // point chevron up\n      transition: none; // match non-animated behavior of other chevrons on site\n    }\n  }\n\n  // Admonition toggles\n  .admonition {\n    button.toggle-button {\n      color: inherit;\n\n      // When disclosure widget is closed\n      &.toggle-button-hidden {\n        @include chevron-down;\n      }\n\n      // When open\n      @include chevron-up;\n    }\n\n    // Focus ring\n    // ----------\n    // Sphinx-togglebutton makes the entire admonition header clickable, but\n    // only the button within the header is focusable. We want the entire\n    // clickable area to be surrounded with a focus ring, so that's why we use\n    // the :focus-within selector, rather than a :focus-visible selector on the\n    // button.\n    &:focus-within {\n      overflow: visible;\n\n      // The complicated focus ring styles here are a consequence of the markup\n      // and border styles for this particular admonition class. (For the other\n      // type of admonition on this site, the focus ring style is achieved with\n      // simple `outline` and `outline-offset` rules on the admonition's\n      // header.) The problem is that Sphinx-togglebutton puts the admonition's\n      // left border on the outermost container (rather than separately setting\n      // the left border on the container's children). This makes it complicated\n      // to get the focus ring to simultaneously cover the left border in the\n      // header and align perfectly on the right with the body.\n      .admonition-title:focus-within::before {\n        content: \"\";\n        transform: translateX(\n          -$admonition-left-border-width\n        ); // align left edges of admonition and ring\n\n        width: calc(100% + $admonition-left-border-width); // align right edges\n        height: 100%;\n        border: $focus-ring-outline;\n        border-radius: $focus-ring-width;\n      }\n\n      // When expanded, sharpen the bottom left and right corners of the focus ring\n      &:not(.toggle-hidden) .admonition-title:focus-within::before {\n        border-bottom-left-radius: 0;\n        border-bottom-right-radius: 0;\n      }\n    }\n  }\n\n  // Details buttons\n  details.toggle-details {\n    // Over-ride border color to re-use our primary color\n    summary {\n      border-left: 3px solid var(--pst-color-primary);\n\n      @include chevron-down;\n    }\n\n    // When expanded, sharpen the bottom left and right corners of the focus ring\n    &[open] {\n      @include chevron-up;\n\n      :focus-visible {\n        border-bottom-left-radius: 0;\n        border-bottom-right-radius: 0;\n      }\n    }\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries to display pre-executed notebooks.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/*******************************************************************************\n * nbsphinx\n */\nhtml div.rendered_html,\n// NBsphinx ipywidgets output selector\nhtml .jp-RenderedHTMLCommon {\n  // Add some margin around the element box for the focus ring. Otherwise the\n  // focus ring gets clipped because the containing elements have `overflow:\n  // hidden` applied to them (via the `.lm-Widget` selector)\n  margin: $focus-ring-width;\n\n  table {\n    table-layout: auto;\n  }\n}\n\n.bd-content .nboutput {\n  .output_area {\n    &.rendered_html,\n    .jp-RenderedHTMLCommon {\n      // pandas\n      table.dataframe {\n        @include table-colors;\n      }\n    }\n\n    // Dark theme special-cases\n    html[data-theme=\"dark\"] & {\n      &.rendered_html:not(:has(table.dataframe)),\n      // ipywidgets\n      .widget-subarea {\n        @include cell-output-background;\n      }\n\n      &.stderr {\n        background-color: var(--pst-color-danger);\n      }\n    }\n  }\n}\n\n// Add extra padding to the final item in an nbsphinx container\ndiv.nblast.container {\n  margin-bottom: 1rem;\n}\n\n/*******************************************************************************\n * myst NB\n */\n\ndiv.cell_output .output {\n  max-width: 100%;\n  overflow-x: auto;\n}\n\n.bd-content div.cell_output {\n  // pandas\n  table.dataframe {\n    @include table-colors;\n  }\n\n  html[data-theme=\"dark\"] & {\n    img,\n    .text_html:not(:has(table.dataframe)),\n    // ipywidgets\n    .widget-subarea {\n      @include cell-output-background;\n    }\n  }\n}\n\n// Prevent tables from scrunching together\n.bd-content {\n  div.cell_input {\n    display: flex;\n    flex-direction: column;\n    justify-content: stretch;\n  }\n\n  div.cell_input,\n  div.output {\n    border-radius: $admonition-border-radius;\n  }\n\n  div.output {\n    table {\n      table-layout: auto;\n    }\n  }\n}\n","/**\n * style for the various mapping libs based on leaflet (folium, geemap, ipyleaflet)\n * mainly ensure the good display of the maps in both themes and avoid the customization\n * of the tiles\n */\n\n/**\n * avoid border override from pydata-sphinx-theme\n * minimal selctor to get the priority\n */\nhtml[data-theme=\"dark\"] .bd-content img.leaflet-tile.leaflet-tile-loaded {\n  border-radius: 0;\n  padding: 0;\n}\n","/**\n * /search.html page special-cases\n */\n\n.bd-search-container {\n  /*******************************************\n  * Search results\n  */\n  // Whitespace\n  div#search-results {\n    > h2 {\n      font-size: var(--pst-font-size-icon);\n      margin-top: 1rem;\n    }\n\n    p.search-summary {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  ul.search {\n    margin: 0;\n    list-style: none;\n\n    li {\n      background-image: none;\n      padding: 1rem 0;\n      margin: 1rem 0;\n      border-top: 1px solid var(--pst-color-text-muted);\n\n      // First link is the page title, it should be a bit bigger\n      > a {\n        font-size: 1.2em;\n      }\n\n      div.context,\n      p.context {\n        color: var(--pst-color-text-base);\n        margin: 0.5em 0 0;\n\n        // Add a # before page section titles to make it clear they are sections\n        a::before {\n          content: \"#\";\n          padding-right: 0.2em;\n          color: var(--pst-color-text-muted);\n        }\n      }\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/styles/theme.css b/_static/styles/theme.css
new file mode 100644
index 00000000..4519dd91
--- /dev/null
+++ b/_static/styles/theme.css
@@ -0,0 +1,2 @@
+/* Provided by Sphinx's 'basic' theme, and included in the final set of assets */
+@import "../basic.css";
diff --git a/_static/variable_editor.png b/_static/variable_editor.png
new file mode 100644
index 00000000..e34c1481
Binary files /dev/null and b/_static/variable_editor.png differ
diff --git a/_static/vendor/fontawesome/6.5.2/LICENSE.txt b/_static/vendor/fontawesome/6.5.2/LICENSE.txt
new file mode 100644
index 00000000..e69c5e39
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.2/LICENSE.txt
@@ -0,0 +1,165 @@
+Fonticons, Inc. (https://fontawesome.com)
+
+--------------------------------------------------------------------------------
+
+Font Awesome Free License
+
+Font Awesome Free is free, open source, and GPL friendly. You can use it for
+commercial projects, open source projects, or really almost whatever you want.
+Full Font Awesome Free license: https://fontawesome.com/license/free.
+
+--------------------------------------------------------------------------------
+
+# Icons: CC BY 4.0 License (https://creativecommons.org/licenses/by/4.0/)
+
+The Font Awesome Free download is licensed under a Creative Commons
+Attribution 4.0 International License and applies to all icons packaged
+as SVG and JS file types.
+
+--------------------------------------------------------------------------------
+
+# Fonts: SIL OFL 1.1 License
+
+In the Font Awesome Free download, the SIL OFL license applies to all icons
+packaged as web and desktop font files.
+
+Copyright (c) 2024 Fonticons, Inc. (https://fontawesome.com)
+with Reserved Font Name: "Font Awesome".
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1.
+This license is copied below, and is also available with a FAQ at:
+http://scripts.sil.org/OFL
+
+SIL OPEN FONT LICENSE
+Version 1.1 - 26 February 2007
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide
+development of collaborative font projects, to support the font creation
+efforts of academic and linguistic communities, and to provide a free and
+open framework in which fonts may be shared and improved in partnership
+with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and
+redistributed freely as long as they are not sold by themselves. The
+fonts, including any derivative works, can be bundled, embedded,
+redistributed and/or sold with any software provided that any reserved
+names are not used by derivative works. The fonts and derivatives,
+however, cannot be released under any other type of license. The
+requirement for fonts to remain under this license does not apply
+to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+"Font Software" refers to the set of files released by the Copyright
+Holder(s) under this license and clearly marked as such. This may
+include source files, build scripts and documentation.
+
+"Reserved Font Name" refers to any names specified as such after the
+copyright statement(s).
+
+"Original Version" refers to the collection of Font Software components as
+distributed by the Copyright Holder(s).
+
+"Modified Version" refers to any derivative made by adding to, deleting,
+or substituting — in part or in whole — any of the components of the
+Original Version, by changing formats or by porting the Font Software to a
+new environment.
+
+"Author" refers to any designer, engineer, programmer, technical
+writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the Font Software, to use, study, copy, merge, embed, modify,
+redistribute, and sell modified and unmodified copies of the Font
+Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components,
+in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled,
+redistributed and/or sold with any software, provided that each copy
+contains the above copyright notice and this license. These can be
+included either as stand-alone text files, human-readable headers or
+in the appropriate machine-readable metadata fields within text or
+binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font
+Name(s) unless explicit written permission is granted by the corresponding
+Copyright Holder. This restriction only applies to the primary font name as
+presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+Software shall not be used to promote, endorse or advertise any
+Modified Version, except to acknowledge the contribution(s) of the
+Copyright Holder(s) and the Author(s) or with their explicit written
+permission.
+
+5) The Font Software, modified or unmodified, in part or in whole,
+must be distributed entirely under this license, and must not be
+distributed under any other license. The requirement for fonts to
+remain under this license does not apply to any document created
+using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are
+not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
+
+--------------------------------------------------------------------------------
+
+# Code: MIT License (https://opensource.org/licenses/MIT)
+
+In the Font Awesome Free download, the MIT license applies to all non-font and
+non-icon files.
+
+Copyright 2024 Fonticons, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in the
+Software without restriction, including without limitation the rights to use, copy,
+modify, merge, publish, distribute, sublicense, and/or sell copies of the Software,
+and to permit persons to whom the Software is furnished to do so, subject to the
+following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
+INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
+PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
+SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+--------------------------------------------------------------------------------
+
+# Attribution
+
+Attribution is required by MIT, SIL OFL, and CC BY licenses. Downloaded Font
+Awesome Free files already contain embedded comments with sufficient
+attribution, so you shouldn't need to do anything additional when using these
+files normally.
+
+We've kept attribution comments terse, so we ask that you do not actively work
+to remove them from files, especially code. They're a great way for folks to
+learn about Font Awesome.
+
+--------------------------------------------------------------------------------
+
+# Brand Icons
+
+All brand icons are trademarks of their respective owners. The use of these
+trademarks does not indicate endorsement of the trademark holder by Font
+Awesome, nor vice versa. **Please do not use brand logos for any purpose except
+to represent the company, product, or service to which they refer.**
diff --git a/_static/vendor/fontawesome/6.5.2/css/all.min.css b/_static/vendor/fontawesome/6.5.2/css/all.min.css
new file mode 100644
index 00000000..628b2ccd
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.2/css/all.min.css
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 6.5.2 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ * Copyright 2024 Fonticons, Inc.
+ */.fa{font-family:var(--fa-style-family,"Font Awesome 6 Free");font-weight:var(--fa-style,900)}.fa,.fa-brands,.fa-classic,.fa-regular,.fa-sharp,.fa-solid,.fab,.far,.fas{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;display:var(--fa-display,inline-block);font-style:normal;font-variant:normal;line-height:1;text-rendering:auto}.fa-classic,.fa-regular,.fa-solid,.far,.fas{font-family:Font Awesome\ 6 Free}.fa-brands,.fab{font-family:Font Awesome\ 6 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diff --git a/_static/vendor/fontawesome/6.5.2/js/all.min.js.LICENSE.txt b/_static/vendor/fontawesome/6.5.2/js/all.min.js.LICENSE.txt
new file mode 100644
index 00000000..a91750af
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.2/js/all.min.js.LICENSE.txt
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 6.5.2 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ * Copyright 2024 Fonticons, Inc.
+ */
diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.ttf b/_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.ttf
new file mode 100644
index 00000000..1fbb1f7c
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diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2 b/_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2
new file mode 100644
index 00000000..5d280216
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2 differ
diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.ttf b/_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.ttf
new file mode 100644
index 00000000..549d68dc
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2 b/_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2
new file mode 100644
index 00000000..18400d7f
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diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.ttf b/_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.ttf
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index 00000000..bb2a8695
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2 b/_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2
new file mode 100644
index 00000000..758dd4f6
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diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.ttf b/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.ttf
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index 00000000..8c5864c4
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.woff2 b/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.woff2
new file mode 100644
index 00000000..f94bec22
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.2/webfonts/fa-v4compatibility.woff2 differ
diff --git a/_static/view_editor.png b/_static/view_editor.png
new file mode 100644
index 00000000..a39e5634
Binary files /dev/null and b/_static/view_editor.png differ
diff --git a/_static/view_example.png b/_static/view_example.png
new file mode 100644
index 00000000..98cf2d4c
Binary files /dev/null and b/_static/view_example.png differ
diff --git a/_static/webpack-macros.html b/_static/webpack-macros.html
new file mode 100644
index 00000000..72d229f6
--- /dev/null
+++ b/_static/webpack-macros.html
@@ -0,0 +1,31 @@
+<!--
+  AUTO-GENERATED from webpack.config.js, do **NOT** edit by hand.
+  These are re-used in layout.html
+-->
+{# Load FontAwesome icons #}
+{% macro head_pre_icons() %}
+  <link href="{{ pathto('_static/vendor/fontawesome/6.5.2/css/all.min.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2', 1) }}" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2', 1) }}" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2', 1) }}" />
+{% endmacro %}
+
+{% macro head_pre_assets() %}
+  <!-- Loaded before other Sphinx assets -->
+  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/bootstrap.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+{% endmacro %}
+
+{% macro head_js_preload() %}
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=dfe6caa3a7d634c4db9b" />
+  <script src="{{ pathto('_static/vendor/fontawesome/6.5.2/js/all.min.js', 1) }}?digest=dfe6caa3a7d634c4db9b"></script>
+{% endmacro %}
+
+{% macro body_post() %}
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=dfe6caa3a7d634c4db9b"></script>
+{% endmacro %}
\ No newline at end of file
diff --git a/_static/windturbines.png b/_static/windturbines.png
new file mode 100644
index 00000000..1f5e441b
Binary files /dev/null and b/_static/windturbines.png differ
diff --git a/_static/yaml_launcher.png b/_static/yaml_launcher.png
new file mode 100644
index 00000000..34688093
Binary files /dev/null and b/_static/yaml_launcher.png differ
diff --git a/background/index.html b/background/index.html
new file mode 100644
index 00000000..d10d7340
--- /dev/null
+++ b/background/index.html
@@ -0,0 +1,617 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../site.webmanifest"/>
+            
+    <title>Background &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
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+  <section id="lumen-compared-to-other-dashboarding-tools">
+<h1>Lumen compared to other dashboarding tools<a class="headerlink" href="#lumen-compared-to-other-dashboarding-tools" title="Link to this heading">#</a></h1>
+<p>Here we will first talk about the most fundamental differences that set Lumen apart from other tools, and then compare Lumen to specific competitive or complementary tools so that it is clear how Lumen fits in.</p>
+<section id="general-considerations">
+<h2>General considerations<a class="headerlink" href="#general-considerations" title="Link to this heading">#</a></h2>
+<p>As listed at <a class="reference external" href="https://pyviz.org/tools.html#dashboarding">pyviz.org/tools</a> and <a class="reference external" href="https://pyviz.org/dashboarding/">pyviz.org/dashboarding</a>, there are many other Python-based open-source tools for building analytics dashboards. There are <a class="reference external" href="https://www.capterra.com/dashboard-software/">hundreds more</a> if you consider commercial tools or ones not based on Python. How can you choose between Lumen and all these other tools?</p>
+<p>What sets Lumen apart is that it lets <em>anyone</em> on your team make apps that build on custom Python code, without requiring that <em>everyone</em> learn Python. Lumen is a great choice if you have some people on a team or in an organization who can write custom Python code that does <em>precisely</em> what your organization needs in a particular case, whether that’s connecting to some custom data source, applying some custom transform or analysis method, viewing things in some custom chart or type of table, or literally anything else you can do in Python (which is literally anything!). Ideally those Python programmers will be using the Python ecosystem to do their daily work, using tools like those from <a class="reference external" href="https://holoviz.org">HoloViz</a>, and when they build custom functionality for their own work, that same functionality can be made available to non-Python users using Lumen. That way everyone in the organization can benefit from all of the innovation being developed.</p>
+<p>Of course, traditional BI analytics tools like Tableau, PowerBI, or Superset also let non-technical or non-Python users with domain knowledge build visualizations and dashboards. These longer-established BI tools will generally have a more polished and friendly user interface than Lumen has, meeting more of the needs of less-technical users with no coding at all. If those tools do what’s required, use them!</p>
+<p>But what do you do when you reach the limits of those tools? Many of them do include Python or other scripting tools for that purpose, but generally as an add-on that’s not fully integrated. Unlike those other tools, Lumen itself is built directly on the scientific Python stack, such as the Intake and Panel libraries, which lets Lumen (a) provide a very rich basis of functionality to non-technical users comparable to what is available to Python users, and (b) treat custom functionality as a “first class citizen”, provided exactly the same way as any of Lumen’s native functionality. That way an organization can customize <em>anything</em>, with new customizations requiring Python code contributed by the Python experts and then immediately usable by <em>every</em> Lumen user, technical or not.</p>
+<p>Lumen and the rest of the HoloViz and scientific Python stack are thus designed to meet <em>all</em> of the needs of an organization, no matter how specialized or esoteric those needs are. By design, standard BI tools will do a great job at the <em>typical</em> needs common across a market segment, but won’t do as well at providing “headroom” or a “release valve” for those rarer but individually important bits that can otherwise dominate a workflow or greatly reduce its effectiveness.</p>
+</section>
+<section id="tableau-powerbi-looker-spotfire-etc">
+<h2><a class="reference external" href="https://www.tableau.com">Tableau</a>, <a class="reference external" href="https://powerbi.microsoft.com">PowerBI</a>, <a class="reference external" href="https://looker.com">Looker</a>, <a class="reference external" href="https://www.tibco.com/products/tibco-spotfire">Spotfire</a>, etc.<a class="headerlink" href="#tableau-powerbi-looker-spotfire-etc" title="Link to this heading">#</a></h2>
+<p>The leading commercial dashboarding tools focus first on providing an intuitive, full-featured user interface for building apps without explicit coding, which makes them good choices for the needs of less-technical users. Unlike open-source tools like Lumen, they also include commercial support, which again can be important for the same audience. They also provide a wide swath of out-of-the-box data integrations, which can save a lot of development time for accessing supported data sources. When you reach the limits of the already-provided functionality, these tools even let you provide custom Python code that you can integrate into your applications. Finally, the tools generally include deployment platforms so that users can share deployed apps with each other in the organization, while Lumen apps need a separate deployment system.</p>
+<p>So if you can afford these tools, what’s the catch? Depends on your organization’s mix of data science and analytics users. If you have an organization dominated by non-technical analytics users, plus maybe a few Python programmers to support them, then you can make good use of the commercial tools plus a little bit of customization on the side as needed, with everything organized around the commercial tool. Lumen is designed for the opposite situation: it takes the power available in the Python open-source ecosystem, and makes much of it available immediately (plus almost anything else available with small customizations) to non-technical users. So Lumen is a good choice if you have a successful Python-based data science team driving innovation in your organization, and now your problem is how you can make them have a bigger impact on your whole organization’s processes and decision making. Lumen is designed for the case where the Python data-science team (not the commercial tool vendors!) owns the process of analytics and visualization in your organization, either directly (in their Jupyter Notebooks, Panel or Voila apps, etc.) or by making functionality available to all through Lumen. The Python users can then use Python tools through Jupyter or scripts as they normally do, with full power over their machine-learning or analytic code, while then being able to publish those same components for non-technical users when they are developed. Non-technical users with domain knowledge can then apply these tools to their problems using Lumen, feeding back requirements and desired improvements to the Python team. This way domain-specific ideas can flow freely between domain experts and the data-science team, while Python-based solutions can flow freely out from the data-science team, without costly and time-consuming artificial barriers from switching from one tool or ecosystem to the other at such departmental boundaries.</p>
+</section>
+<section id="apache-superset">
+<h2><a class="reference external" href="https://superset.apache.org">Apache Superset</a><a class="headerlink" href="#apache-superset" title="Link to this heading">#</a></h2>
+<p>Like Tableau and other commercial tools, Superset provides a very polished environment for exploring data, and like Lumen, Superset is an open-source Python+JavaScript tool that anyone can install. Compared to Lumen, however, Superset is a very heavyweight tool (despite being billed as “lightweight”), making it difficult for a Python data-science team to customize. Superset includes a database that needs installation and management, along with various user management and account features that make it difficult for a single user to install and make use of Superset locally; it’s primarily geared towards departments and companies to install with dedicated administers to maintain it. Lumen can easily be installed by an individual user, immediately giving the ability to use text-based specifications to build apps and dashboards, without necessarily requiring the central administrators to agree to support it. Lumen is also inherently extensible, accepting custom-written or existing Python-ecosystem transform, filter, and view components on the same basis as its own components, while Superset’s Python configurability is limited to specific bits of customizable behavior that a user needs to implement just for Superset. Overall, Superset focuses on providing its own world or platform to live in, while Lumen focuses narrowly on exposing the power of existing and custom Python data science code within an interface for non-technical users.</p>
+</section>
+<section id="datasette">
+<h2><a class="reference external" href="https://datasette.io">Datasette</a><a class="headerlink" href="#datasette" title="Link to this heading">#</a></h2>
+<p>Like Superset and the commercial packages, Datasette provides a web-based interface for exploring data and selecting values to plot or display in tables. As a more specialized open-source tool, Datasette’s UI is not as extensive or polished as the commercial tools, but the functionality provided is nonetheless powerful because it is based around an underlying relational database.</p>
+<p>In contrast, Lumen does not require that the data being processed be inserted into a database, and is thus more similar to working with a <a class="reference external" href="https://en.wikipedia.org/wiki/Data_lake">data lake</a> than with a database (for both good and bad!). With Lumen, the data remains wherever it was originally located, without necessarily being processed before the app begins, which is a decentralized approach that can be messier but works well for querying live data sources and for large, remote datasets processed lazily. Because only the required subsets of the data are ever pulled into the Lumen app, big-data processing tools and workflows like <a class="reference external" href="https://datashader.org">Datashader</a> can be used with Lumen, where the data is read as-needed from an efficient file format like <a class="reference external" href="https://parquet.apache.org/">Parquet</a>. This approach makes Lumen useful for a broad range of data sizes not suitable for a standard relational database approach.</p>
+</section>
+<section id="perspective">
+<h2><a class="reference external" href="https://perspective.finos.org">Perspective</a><a class="headerlink" href="#perspective" title="Link to this heading">#</a></h2>
+<p>Like the other tools listed above, Perspective provides a GUI interface for selecting dimensions and columns for plots and tables, making it simple to explore columnar data. Like the non-Lumen HoloViz tools, Perspective is usable in Jupyter, which helps integrate configurable analytics into an otherwise custom workflow. Perspective is thus an alternative to Lumen in some cases, but we suggest using both in combination: Use Perspective to design plots, then Lumen for the full workflow consisting of data sources, arbitrary transforms, and laying out the results into a polished deployable application.</p>
+</section>
+<section id="panel-and-bokeh">
+<h2><a class="reference external" href="https://panel.holoviz.org">Panel</a> and <a class="reference external" href="https://bokeh.org">Bokeh</a><a class="headerlink" href="#panel-and-bokeh" title="Link to this heading">#</a></h2>
+<p>Like Lumen, Panel and the underlying Bokeh library let users build dashboards that expose the power of the Python data-science ecosystem. Panel and Bokeh do so using a Python programming interface, with users writing Python code to configure each component and the overall dashboard. Like Lumen, Panel’s programming model is declarative in nature, but it also allows specification of arbitrary Python code as part of the configuration of each component, and it requires custom non-declarative Python code for specifying data sources and transformations. Lumen is a purely declarative approach that provides a text-based language for building <em>all</em> the components of a Panel app, keeping all Python code separate from the configuration of a particular dashboard. Lumen is thus a good choice for users who want the power of Panel and Bokeh but are not Python programmers, and is a particularly good choice for people working on a team with Panel users who can extend Lumen’s capabilities and make the custom additions available to non-Python users.</p>
+</section>
+<section id="dash-streamlit-voila-ipywidgets">
+<h2><a class="reference external" href="https://plotly.com/dash">Dash</a>, <a class="reference external" href="https://streamlit.io">Streamlit</a>, <a class="reference external" href="https://github.com/voila-dashboards/voila">Voila</a>+<a class="reference external" href="https://ipywidgets.readthedocs.io">IPyWidgets</a><a class="headerlink" href="#dash-streamlit-voila-ipywidgets" title="Link to this heading">#</a></h2>
+<p>Lumen’s underlying Panel library is one of a number of dashboarding technologies available in Python. Just as Lumen is built on Panel, declarative text-based user interfaces could be developed for the other availble dashboarding tools, such as Dash, Streamlit, or Voila+IPyWidgets. For data-science teams built around one of these other dashboarding tools, such a declarative interface could play a similar role to Lumen for that developer and user commnunity. In the meantime, because Panel supports nearly every common visualization tool available for Python, Lumen can already be useful as a declarative interface providing the power of the same underlying Python data-science libraries that will be used in those dashboarding tools, such as Plotly, Matplotlib, bqplot, and ipywidgets, all of which can be used in Panel apps and thus potentially with Lumen.</p>
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+     aria-label="Section Navigation">
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+  <div class="bd-toc-item navbar-nav"><ul class="current nav bd-sidenav">
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+                <article class="bd-article">
+                  
+  <section id="transport-for-london-bike-point-occupancy">
+<h1>Transport for London: Bike Point Occupancy<a class="headerlink" href="#transport-for-london-bike-point-occupancy" title="Link to this heading">#</a></h1>
+<img src="../_static/bikes.png" width="100%">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;Transport</span><span class="nv"> </span><span class="s">for</span><span class="nv"> </span><span class="s">London:</span><span class="nv"> </span><span class="s">Bike</span><span class="nv"> </span><span class="s">Station</span><span class="nv"> </span><span class="s">Occupancy&quot;</span>
+<span class="w">  </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">column</span>
+<span class="nt">variables</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">TFL_API_KEY</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">constant</span>
+<span class="w">    </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">a1c692de000b4944af55f59d8e849915</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">stations</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">json</span>
+<span class="w">    </span><span class="nt">shared</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">stations</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;https://api.tfl.gov.uk/BikePoint/&quot;</span>
+<span class="w">  </span><span class="nt">occupancy</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">json</span>
+<span class="w">    </span><span class="nt">chunk_size</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">15</span>
+<span class="w">    </span><span class="nt">cache_dir</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">cache</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">occupancy</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;https://api.tfl.gov.uk/Occupancy/BikePoints/${stations.stations.id}?app_key=${variables.TFL_API_KEY}&quot;</span>
+<span class="w">  </span><span class="nt">station_occupancy</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">join</span>
+<span class="w">    </span><span class="nt">sources</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">stations</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">occupancy</span><span class="p p-Indicator">]</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">station_occupancy</span><span class="p">:</span>
+<span class="w">        </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stations</span>
+<span class="w">          </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stations</span>
+<span class="w">          </span><span class="nt">index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">id</span>
+<span class="w">        </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">occupancy</span>
+<span class="w">          </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">occupancy</span>
+<span class="w">          </span><span class="nt">index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">id</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">station_occupancy</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">station_occupancy</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">station_occupancy</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bikesCount</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">totalDocks</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">constant</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">lat</span>
+<span class="w">        </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">50</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">52</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">constant</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">lon</span>
+<span class="w">        </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">-1</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">1</span><span class="p p-Indicator">]</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">commonName</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">bikesCount</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">totalDocks</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">lat</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">lon</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">project_lnglat</span>
+<span class="w">        </span><span class="nt">latitude</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">lat</span>
+<span class="w">        </span><span class="nt">longitude</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">lon</span>
+<span class="w">  </span><span class="nt">selected</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">station_occupancy</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">param</span>
+<span class="w">        </span><span class="nt">parameter</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">locations.selection_expr</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;Occupancy&quot;</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">locations</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">table</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">count_hist</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">total_hist</span><span class="p p-Indicator">]]</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">locations</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">station_occupancy</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">lon</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">lat</span>
+<span class="w">        </span><span class="nt">hover_cols</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">commonName</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">tiles</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">EsriStreet</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bikesCount</span>
+<span class="w">        </span><span class="nt">line_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">black</span>
+<span class="w">        </span><span class="nt">xaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">yaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">framewise</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bikes</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">selected</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">margin</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">100</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">hidden_columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">lat</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">lon</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">      </span><span class="nt">count_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">station_occupancy</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bikesCount</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bikes</span>
+<span class="w">      </span><span class="nt">total_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">station_occupancy</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">totalDocks</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bikes</span>
+</pre></div>
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+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
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+         class="form-control"
+         name="q"
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+         placeholder="Search the docs ..."
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+         autocapitalize="off"
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
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+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
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+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
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+            
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+</nav></div>
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+        <div class="navbar-item navbar-persistent--container">
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+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
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+    aria-label="Icon Links">
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+            <span class="sr-only">Discourse</span></a>
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+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+
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+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
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+    <div class="bd-container__inner bd-page-width">
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+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Gallery
+  </a>
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+  <a class="nav-link nav-internal" href="../reference/index.html">
+    Reference
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
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+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
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+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Earthquakes</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="earthquakes">
+<h1>Earthquakes<a class="headerlink" href="#earthquakes" title="Link to this heading">#</a></h1>
+<img src="../_static/earthquakes.png" width="100%">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Earthquake Dashboard</span>
+<span class="w">  </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dark</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">earthquakes</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">cache_per_query</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">earthquakes</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&quot;https://earthquake.usgs.gov/fdsnws/event/1/query?format=csv&quot;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&quot;csv&quot;</span><span class="p p-Indicator">]</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">earthquakes</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">type</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">mag</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">depth</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">time</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">longitude</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">latitude</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">type</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">place</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">mag</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">depth</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rms</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">project_lnglat</span>
+<span class="w">        </span><span class="nt">longitude</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">longitude</span>
+<span class="w">        </span><span class="nt">latitude</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">latitude</span>
+<span class="w">  </span><span class="nt">selected</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">param</span>
+<span class="w">        </span><span class="nt">parameter</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">map.selection_expr</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Earthquakes</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">map</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">longitude</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">latitude</span>
+<span class="w">        </span><span class="nt">tiles</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ESRI</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">fill_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">line_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">white</span>
+<span class="w">        </span><span class="nt">xaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">yaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">hover</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">selected</span>
+<span class="w">        </span><span class="nt">hidden_columns</span><span class="p">:</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">longitude</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">latitude</span>
+<span class="w">        </span><span class="nt">page_size</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">16</span>
+<span class="w">        </span><span class="nt">pagination</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">remote</span>
+<span class="w">        </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">midnight</span>
+<span class="w">      </span><span class="nt">mag_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">mag</span>
+<span class="w">        </span><span class="nt">fill_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">white</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">      </span><span class="nt">depth_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">depth</span>
+<span class="w">        </span><span class="nt">fill_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">white</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">      </span><span class="nt">rms_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rms</span>
+<span class="w">        </span><span class="nt">fill_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">white</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">earthquakes</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">    </span><span class="nt">refresh_rate</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">60000</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">1</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">2</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">3</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">4</span><span class="p p-Indicator">]]</span>
+</pre></div>
+</div>
+</section>
+
+
+                </article>
+              
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diff --git a/gallery/index.html b/gallery/index.html
new file mode 100644
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+++ b/gallery/index.html
@@ -0,0 +1,673 @@
+
+<!DOCTYPE html>
+
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+    </div>
+  
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+        
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+    
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+    Home
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+<li class="toctree-l1"><a class="reference internal" href="bikes.html">London Bike Points</a></li>
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+              
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+                <article class="bd-article">
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+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-1 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+London Bike Points</div>
+<img alt="../_images/bikes.png" src="../_images/bikes.png" />
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="bikes.html"><span class="doc">Transport for London: Bike Point Occupancy</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+NYC Taxi</div>
+<img alt="../_images/nyc_taxi.png" src="../_images/nyc_taxi.png" />
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="nyc_taxi.html"><span class="doc">NYC Taxi</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Penguins</div>
+<img alt="../_images/penguins.png" src="../_images/penguins.png" />
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="penguins.html"><span class="doc">Penguins</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Precipitation</div>
+<img alt="../_images/precip.png" src="../_images/precip.png" />
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="precip.html"><span class="doc">Precipitation</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Seattle Weather</div>
+<img alt="../_images/seattle.png" src="../_images/seattle.png" />
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="seattle.html"><span class="doc">Seattle Weather</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Earthquakes</div>
+<img alt="../_images/earthquakes.png" src="../_images/earthquakes.png" />
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="earthquakes.html"><span class="doc">Earthquakes</span></a></div>
+</div>
+</div>
+</div>
+<div class="toctree-wrapper compound">
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+</section>
+
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+                </article>
+              
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+              
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+                <footer class="prev-next-footer d-print-none">
+                  
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+       title="previous page">
+      <i class="fa-solid fa-angle-left"></i>
+      <div class="prev-next-info">
+        <p class="prev-next-subtitle">previous</p>
+        <p class="prev-next-title">How to define callbacks</p>
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+    <div class="footer-items__start">
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+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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\ No newline at end of file
diff --git a/gallery/nyc_taxi.html b/gallery/nyc_taxi.html
new file mode 100644
index 00000000..24001be6
--- /dev/null
+++ b/gallery/nyc_taxi.html
@@ -0,0 +1,689 @@
+
+<!DOCTYPE html>
+
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+</ul></div>
+        
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+  <div class="bd-toc-item navbar-nav"><ul class="current nav bd-sidenav">
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+      
+        <div class="header-article-item">
+
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+      </a>
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+    
+    <li class="breadcrumb-item"><a href="index.html" class="nav-link">Gallery</a></li>
+    
+    <li class="breadcrumb-item active" aria-current="page">NYC Taxi</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="nyc-taxi">
+<h1>NYC Taxi<a class="headerlink" href="#nyc-taxi" title="Link to this heading">#</a></h1>
+<p><img src="../_static/nyc_taxi.png" width="100%"></img></p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;NYC</span><span class="nv"> </span><span class="s">Taxi</span><span class="nv"> </span><span class="s">Trips&quot;</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">nyc_taxi</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">duckdb</span>
+<span class="w">    </span><span class="nt">shared</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">    </span><span class="nt">uri</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;:memory:&quot;</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">nyc_taxi</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;read_parquet(&#39;s3://datasets.holoviz.org/nyc_taxi/v2/nyc_taxi_wide.parq&#39;)&quot;</span>
+<span class="w">    </span><span class="nt">initializers</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="s">&quot;INSTALL</span><span class="nv"> </span><span class="s">httpfs;&quot;</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="s">&quot;LOAD</span><span class="nv"> </span><span class="s">httpfs;&quot;</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Trip Data</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">nyc_taxi</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">nyc_taxi</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">pickup_x</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">pickup_y</span>
+<span class="w">        </span><span class="nt">tiles</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">EsriStreet</span>
+<span class="w">        </span><span class="nt">rasterize</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">cnorm</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">eq_hist</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">colorbar</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">taxi</span>
+<span class="w">        </span><span class="nt">xaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">yaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">nyc_taxi</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dropoff_x</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dropoff_y</span>
+<span class="w">        </span><span class="nt">tiles</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">EsriStreet</span>
+<span class="w">        </span><span class="nt">rasterize</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">cnorm</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">eq_hist</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">colorbar</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">taxi</span>
+<span class="w">        </span><span class="nt">xaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">yaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">nyc_taxi</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">trip_distance</span>
+<span class="w">        </span><span class="nt">bin_range</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">20</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">taxi</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">nyc_taxi</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">tip_amount</span>
+<span class="w">        </span><span class="nt">bin_range</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">20</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">taxi</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">nyc_taxi</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fare_amount</span>
+<span class="w">        </span><span class="nt">bin_range</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">50</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">taxi</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_both</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">1</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">2</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">3</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">4</span><span class="p p-Indicator">]]</span>
+</pre></div>
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+
+
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diff --git a/gallery/penguins.html b/gallery/penguins.html
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+                <article class="bd-article">
+                  
+  <section id="penguins">
+<h1>Penguins<a class="headerlink" href="#penguins" title="Link to this heading">#</a></h1>
+<img src="../_static/penguins.png" width="100%">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Palmer Penguins</span>
+<span class="w">  </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dark</span>
+<span class="w">  </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">tabs</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguins</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">cache_per_query</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">    </span><span class="nt">cache_dir</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./cache</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguins</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguins</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">species</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="w">      </span><span class="nt">island</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">      </span><span class="nt">sex</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">  </span><span class="nt">selected</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">expr</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">param</span>
+<span class="w">        </span><span class="nt">parameter</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter.selection_expr</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Plots</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">scatter</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">350</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin</span>
+<span class="w">      </span><span class="nt">depth_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">350</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin</span>
+<span class="w">      </span><span class="nt">length_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">350</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin</span>
+<span class="w">      </span><span class="nt">mass_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">body_mass_g</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">350</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">scatter</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">depth_hist</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">length_hist</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">mass_hist</span><span class="p p-Indicator">]]</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">selected</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fit_data_fill</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">midnight</span>
+<span class="w">        </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_both</span>
+<span class="w">        </span><span class="nt">pagination</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">remote</span>
+<span class="w">        </span><span class="nt">page_size</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">50</span>
+</pre></div>
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+    
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+    
+    <li class="breadcrumb-item active" aria-current="page">Precipitation</li>
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+              
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+                <article class="bd-article">
+                  
+  <section id="precipitation">
+<h1>Precipitation<a class="headerlink" href="#precipitation" title="Link to this heading">#</a></h1>
+<img src="../_static/precip.png" width="100%">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;Precipitation</span><span class="nv"> </span><span class="s">Dashboard&quot;</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">rockies</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">intake</span>
+<span class="w">    </span><span class="nt">shared</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">    </span><span class="nt">cache_dir</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">cache</span>
+<span class="w">    </span><span class="nt">catalog</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">southern_rockies</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">driver</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+<span class="w">          </span><span class="nt">args</span><span class="p">:</span>
+<span class="w">            </span><span class="nt">urlpath</span><span class="p">:</span><span class="w"> </span><span class="s">&#39;s3://datasets.holoviz.org/precipitation/v1/SRLCC_{emissions}_Precip_{model}.csv&#39;</span>
+<span class="w">            </span><span class="nt">csv_kwargs</span><span class="p">:</span>
+<span class="w">              </span><span class="nt">skiprows</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">3</span>
+<span class="w">              </span><span class="nt">names</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;time&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;precip&#39;</span><span class="p p-Indicator">]</span>
+<span class="w">              </span><span class="nt">parse_dates</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;time&#39;</span><span class="p p-Indicator">]</span>
+<span class="w">            </span><span class="nt">storage_options</span><span class="p">:</span>
+<span class="w">              </span><span class="nt">anon</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">rockies</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rockies</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">southern_rockies</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">model</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">model</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Southern Rockies</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rockies</span>
+<span class="w">    </span><span class="nt">facet</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">by</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">model</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">column</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">line</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">time</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">precip</span>
+<span class="w">        </span><span class="nt">by</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">model</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">emissions</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">min_height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">200</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+</pre></div>
+</div>
+</section>
+
+
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diff --git a/gallery/seattle.html b/gallery/seattle.html
new file mode 100644
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@@ -0,0 +1,685 @@
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+  <div class="bd-toc-item navbar-nav"><ul class="current nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="precip.html">Precipitation</a></li>
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+<li class="toctree-l1"><a class="reference internal" href="bikes.html">London Bike Points</a></li>
+<li class="toctree-l1 current active"><a class="current reference internal" href="#">Seattle Weather</a></li>
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+                  
+  <section id="seattle-weather">
+<h1>Seattle Weather<a class="headerlink" href="#seattle-weather" title="Link to this heading">#</a></h1>
+<img src="../_static/seattle.png" width="100%">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Altair Seattle Weather</span>
+<span class="w">  </span><span class="nt">reloadable</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">  </span><span class="nt">sync_with_url</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">seattle</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">cache_per_query</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">weather</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://raw.githubusercontent.com/vega/vega/main/docs/data/seattle-weather.csv</span>
+<span class="w">    </span><span class="nt">kwargs</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">parse_dates</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">date</span><span class="p p-Indicator">]</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">seattle</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">seattle</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">weather</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">date</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">weather</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Seattle Weather</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">seattle</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">altair</span>
+<span class="w">        </span><span class="nt">marker</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rect</span>
+<span class="w">        </span><span class="nt">chart</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">2012-2015 Daily High Temperature (F) in Seattle, WA</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">shorthand</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">date(date):O</span>
+<span class="w">          </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Day</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">shorthand</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">month(date):O</span>
+<span class="w">          </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Month</span>
+<span class="w">        </span><span class="nt">encode</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">color</span><span class="p">:</span>
+<span class="w">            </span><span class="nt">shorthand</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">max(temp_max):Q</span>
+<span class="w">            </span><span class="nt">scale</span><span class="p">:</span>
+<span class="w">              </span><span class="nt">scheme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">inferno</span>
+<span class="w">        </span><span class="nt">properties</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">container</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">altair</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">shorthand</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">monthdate(date):T</span>
+<span class="w">          </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Date</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">shorthand</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">temp_max:Q</span>
+<span class="w">          </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="s">&#39;Maximum</span><span class="nv"> </span><span class="s">Daily</span><span class="nv"> </span><span class="s">Temperature</span><span class="nv"> </span><span class="s">(C)&#39;</span>
+<span class="w">        </span><span class="nt">marker</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">point</span>
+<span class="w">        </span><span class="nt">encode</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">weather:N</span>
+<span class="w">          </span><span class="nt">size</span><span class="p">:</span>
+<span class="w">            </span><span class="nt">shorthand</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">precipitation:Q</span>
+<span class="w">            </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">5</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">200</span><span class="p p-Indicator">]</span>
+<span class="w">        </span><span class="nt">properties</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">container</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">altair</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">count()</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">weather:N</span>
+<span class="w">        </span><span class="nt">encode</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">weather:N</span>
+<span class="w">        </span><span class="nt">marker</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bar</span>
+<span class="w">        </span><span class="nt">properties</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">container</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+</pre></div>
+</div>
+</section>
+
+
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+              
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+  </button>
+`);
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+    aria-label="Icon Links">
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+        
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+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
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+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Windturbines</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="windturbines">
+<h1>Windturbines<a class="headerlink" href="#windturbines" title="Link to this heading">#</a></h1>
+<img src="../_static/windturbines.png" width="100%">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Windturbine Database Viewer</span>
+<span class="w">  </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dark</span>
+<span class="w">  </span><span class="nt">template</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">material</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">windturbines</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">duckdb</span>
+<span class="w">    </span><span class="nt">cache_dir</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./cache</span>
+<span class="w">    </span><span class="nt">uri</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;:memory:&quot;</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">windturbines</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;read_parquet(&#39;s3://datasets.holoviz.org/windturbines/v1/windturbines.parq&#39;)&quot;</span>
+<span class="w">    </span><span class="nt">initializers</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="s">&quot;INSTALL</span><span class="nv"> </span><span class="s">httpfs;&quot;</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="s">&quot;LOAD</span><span class="nv"> </span><span class="s">httpfs;&quot;</span>
+<span class="nt">variables</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">state</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">url</span>
+<span class="w">  </span><span class="nt">color_by</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">    </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">panel.widgets.Select</span>
+<span class="w">    </span><span class="nt">options</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_manu</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_year</span>
+<span class="w">    </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_manu</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">continental</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">constant</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">xlong</span>
+<span class="w">        </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">-125</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">-66</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">constant</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ylat</span>
+<span class="w">        </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">24</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">50</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">constant</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_state</span>
+<span class="w">        </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$variables.state</span>
+<span class="w">  </span><span class="nt">windturbines</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">continental</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_state</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_manu</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">p_year</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_cap</span>
+<span class="w">  </span><span class="nt">filtered</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">param</span>
+<span class="w">        </span><span class="nt">parameter</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points.selection_expr</span>
+<span class="w">  </span><span class="nt">table</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">filtered</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">t_state</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_county</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">p_name</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_manu</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_model</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">p_year</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_cap</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_hh</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_rd</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_rsa</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">t_ttlh</span><span class="p p-Indicator">]</span>
+<span class="w">  </span><span class="nt">count</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">filtered</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">count</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rename</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span>
+<span class="w">          </span><span class="nt">case_id</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Count</span>
+<span class="w">  </span><span class="nt">sum</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">filtered</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span>
+<span class="w">          </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_cap</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sum</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">eval</span>
+<span class="w">        </span><span class="nt">expr</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;Capacity</span><span class="nv"> </span><span class="s">=</span><span class="nv"> </span><span class="s">table.t_cap</span><span class="nv"> </span><span class="s">/</span><span class="nv"> </span><span class="s">10**6&quot;</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Overview</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">points</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">count</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">capacity</span><span class="p p-Indicator">]],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">table</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">cap_hist</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">year_hist</span><span class="p p-Indicator">]]]</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">points</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">points</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">easting</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">northing</span>
+<span class="w">        </span><span class="nt">c</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$variables.color_by</span>
+<span class="w">        </span><span class="nt">tiles</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ESRI</span>
+<span class="w">        </span><span class="nt">rasterize</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">dynspread</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">xaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">yaxis</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">null</span>
+<span class="w">        </span><span class="nt">streaming</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">header_filters</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">500</span>
+<span class="w">        </span><span class="nt">page_size</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">20</span>
+<span class="w">      </span><span class="nt">count</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">indicator</span>
+<span class="w">        </span><span class="nt">indicator</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">number</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">count</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Count</span>
+<span class="w">        </span><span class="nt">format</span><span class="p">:</span><span class="w"> </span><span class="s">&#39;{value:,}&#39;</span>
+<span class="w">        </span><span class="nt">width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">default_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">white</span>
+<span class="w">      </span><span class="nt">capacity</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">indicator</span>
+<span class="w">        </span><span class="nt">indicator</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">number</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sum</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Capacity</span>
+<span class="w">        </span><span class="nt">format</span><span class="p">:</span><span class="w"> </span><span class="s">&#39;{value:.0f}</span><span class="nv"> </span><span class="s">TWh&#39;</span>
+<span class="w">        </span><span class="nt">width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">        </span><span class="nt">default_color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">white</span>
+<span class="w">      </span><span class="nt">cap_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">t_cap</span>
+<span class="w">        </span><span class="nt">frame_width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">400</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">      </span><span class="nt">year_hist</span><span class="p">:</span>
+<span class="w">        </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">p_year</span>
+<span class="w">        </span><span class="nt">frame_width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">400</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+<span class="w">        </span><span class="nt">selection_group</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">windturbines</span>
+</pre></div>
+</div>
+</section>
+
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+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="reference/index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="reference/index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none"></div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+
+<h1 id="index">Index</h1>
+
+<div class="genindex-jumpbox">
+ <a href="#A"><strong>A</strong></a>
+ | <a href="#B"><strong>B</strong></a>
+ | <a href="#C"><strong>C</strong></a>
+ | <a href="#D"><strong>D</strong></a>
+ | <a href="#E"><strong>E</strong></a>
+ | <a href="#F"><strong>F</strong></a>
+ | <a href="#G"><strong>G</strong></a>
+ | <a href="#H"><strong>H</strong></a>
+ | <a href="#I"><strong>I</strong></a>
+ | <a href="#J"><strong>J</strong></a>
+ | <a href="#L"><strong>L</strong></a>
+ | <a href="#M"><strong>M</strong></a>
+ | <a href="#P"><strong>P</strong></a>
+ | <a href="#Q"><strong>Q</strong></a>
+ | <a href="#R"><strong>R</strong></a>
+ | <a href="#S"><strong>S</strong></a>
+ | <a href="#T"><strong>T</strong></a>
+ | <a href="#U"><strong>U</strong></a>
+ | <a href="#V"><strong>V</strong></a>
+ | <a href="#W"><strong>W</strong></a>
+ | <a href="#Y"><strong>Y</strong></a>
+ 
+</div>
+<h2 id="A">A</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.add_filter">add_filter() (lumen.pipeline.Pipeline method)</a>
+</li>
+      <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource.add_table">add_table() (lumen.sources.base.InMemorySource method)</a>
+</li>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.add_transform">add_transform() (lumen.pipeline.Pipeline method)</a>
+</li>
+      <li><a href="reference/transform/Aggregate.html#lumen.transforms.base.Aggregate">Aggregate (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView">AltairView (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/Defaults.html#lumen.dashboard.Defaults.apply">apply() (lumen.dashboard.Defaults method)</a>
+
+      <ul>
+        <li><a href="reference/transform/Aggregate.html#lumen.transforms.base.Aggregate.apply">(lumen.transforms.base.Aggregate method)</a>
+</li>
+        <li><a href="reference/transform/Astype.html#lumen.transforms.base.Astype.apply">(lumen.transforms.base.Astype method)</a>
+</li>
+        <li><a href="reference/transform/Columns.html#lumen.transforms.base.Columns.apply">(lumen.transforms.base.Columns method)</a>
+</li>
+        <li><a href="reference/transform/Compute.html#lumen.transforms.base.Compute.apply">(lumen.transforms.base.Compute method)</a>
+</li>
+        <li><a href="reference/transform/Corr.html#lumen.transforms.base.Corr.apply">(lumen.transforms.base.Corr method)</a>
+</li>
+        <li><a href="reference/transform/Count.html#lumen.transforms.base.Count.apply">(lumen.transforms.base.Count method)</a>
+</li>
+        <li><a href="reference/transform/DropNA.html#lumen.transforms.base.DropNA.apply">(lumen.transforms.base.DropNA method)</a>
+</li>
+        <li><a href="reference/transform/Eval.html#lumen.transforms.base.Eval.apply">(lumen.transforms.base.Eval method)</a>
+</li>
+        <li><a href="reference/transform/Filter.html#lumen.transforms.base.Filter.apply">(lumen.transforms.base.Filter method)</a>
+</li>
+        <li><a href="reference/transform/HistoryTransform.html#lumen.transforms.base.HistoryTransform.apply">(lumen.transforms.base.HistoryTransform method)</a>
+</li>
+        <li><a href="reference/transform/Iloc.html#lumen.transforms.base.Iloc.apply">(lumen.transforms.base.Iloc method)</a>
+</li>
+        <li><a href="reference/transform/Melt.html#lumen.transforms.base.Melt.apply">(lumen.transforms.base.Melt method)</a>
+</li>
+        <li><a href="reference/transform/Pivot.html#lumen.transforms.base.Pivot.apply">(lumen.transforms.base.Pivot method)</a>
+</li>
+        <li><a href="reference/transform/PivotTable.html#lumen.transforms.base.PivotTable.apply">(lumen.transforms.base.PivotTable method)</a>
+</li>
+        <li><a href="reference/transform/project_lnglat.html#lumen.transforms.base.project_lnglat.apply">(lumen.transforms.base.project_lnglat method)</a>
+</li>
+        <li><a href="reference/transform/Query.html#lumen.transforms.base.Query.apply">(lumen.transforms.base.Query method)</a>
+</li>
+        <li><a href="reference/transform/Rename.html#lumen.transforms.base.Rename.apply">(lumen.transforms.base.Rename method)</a>
+</li>
+        <li><a href="reference/transform/RenameAxis.html#lumen.transforms.base.RenameAxis.apply">(lumen.transforms.base.RenameAxis method)</a>
+</li>
+        <li><a href="reference/transform/ResetIndex.html#lumen.transforms.base.ResetIndex.apply">(lumen.transforms.base.ResetIndex method)</a>
+</li>
+        <li><a href="reference/transform/Sample.html#lumen.transforms.base.Sample.apply">(lumen.transforms.base.Sample method)</a>
+</li>
+        <li><a href="reference/transform/SetIndex.html#lumen.transforms.base.SetIndex.apply">(lumen.transforms.base.SetIndex method)</a>
+</li>
+        <li><a href="reference/transform/Sort.html#lumen.transforms.base.Sort.apply">(lumen.transforms.base.Sort method)</a>
+</li>
+        <li><a href="reference/transform/Stack.html#lumen.transforms.base.Stack.apply">(lumen.transforms.base.Stack method)</a>
+</li>
+        <li><a href="reference/transform/Sum.html#lumen.transforms.base.Sum.apply">(lumen.transforms.base.Sum method)</a>
+</li>
+        <li><a href="reference/transform/index.html#lumen.transforms.base.Transform.apply">(lumen.transforms.base.Transform method)</a>
+</li>
+        <li><a href="reference/transform/Unstack.html#lumen.transforms.base.Unstack.apply">(lumen.transforms.base.Unstack method)</a>
+</li>
+        <li><a href="reference/transform/SQLColumns.html#lumen.transforms.sql.SQLColumns.apply">(lumen.transforms.sql.SQLColumns method)</a>
+</li>
+        <li><a href="reference/transform/SQLCount.html#lumen.transforms.sql.SQLCount.apply">(lumen.transforms.sql.SQLCount method)</a>
+</li>
+        <li><a href="reference/transform/SQLDistinct.html#lumen.transforms.sql.SQLDistinct.apply">(lumen.transforms.sql.SQLDistinct method)</a>
+</li>
+        <li><a href="reference/transform/SQLFilter.html#lumen.transforms.sql.SQLFilter.apply">(lumen.transforms.sql.SQLFilter method)</a>
+</li>
+        <li><a href="reference/transform/SQLGroupBy.html#lumen.transforms.sql.SQLGroupBy.apply">(lumen.transforms.sql.SQLGroupBy method)</a>
+</li>
+        <li><a href="reference/transform/SQLLimit.html#lumen.transforms.sql.SQLLimit.apply">(lumen.transforms.sql.SQLLimit method)</a>
+</li>
+        <li><a href="reference/transform/SQLMinMax.html#lumen.transforms.sql.SQLMinMax.apply">(lumen.transforms.sql.SQLMinMax method)</a>
+</li>
+        <li><a href="reference/transform/SQLOverride.html#lumen.transforms.sql.SQLOverride.apply">(lumen.transforms.sql.SQLOverride method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/variable/Constant.html#lumen.variables.base.Constant.as_materialized">as_materialized() (lumen.variables.base.Constant method)</a>
+
+      <ul>
+        <li><a href="reference/variable/Cookie.html#lumen.variables.base.Cookie.as_materialized">(lumen.variables.base.Cookie method)</a>
+</li>
+        <li><a href="reference/variable/EnvVariable.html#lumen.variables.base.EnvVariable.as_materialized">(lumen.variables.base.EnvVariable method)</a>
+</li>
+        <li><a href="reference/variable/Header.html#lumen.variables.base.Header.as_materialized">(lumen.variables.base.Header method)</a>
+</li>
+        <li><a href="reference/variable/Parameter.html#lumen.variables.base.Parameter.as_materialized">(lumen.variables.base.Parameter method)</a>
+</li>
+        <li><a href="reference/variable/URLQuery.html#lumen.variables.base.URLQuery.as_materialized">(lumen.variables.base.URLQuery method)</a>
+</li>
+        <li><a href="reference/variable/UserInfo.html#lumen.variables.base.UserInfo.as_materialized">(lumen.variables.base.UserInfo method)</a>
+</li>
+        <li><a href="reference/variable/index.html#lumen.variables.base.Variable.as_materialized">(lumen.variables.base.Variable method)</a>
+</li>
+        <li><a href="reference/variable/Widget.html#lumen.variables.base.Widget.as_materialized">(lumen.variables.base.Widget method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/transform/Astype.html#lumen.transforms.base.Astype">Astype (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/auth/Auth.html#lumen.auth.Auth">Auth (class in lumen.auth)</a>, <a href="reference/auth/index.html#lumen.auth.Auth">[1]</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="B">B</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource">BaseSQLSource (class in lumen.sources.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/filter/BinFilter.html#lumen.filters.base.BinFilter">BinFilter (class in lumen.filters.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="C">C</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.chain">chain() (lumen.pipeline.Pipeline method)</a>
+</li>
+      <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.clear_cache">clear_cache() (lumen.sources.base.BaseSQLSource method)</a>
+
+      <ul>
+        <li><a href="reference/source/DerivedSource.html#lumen.sources.base.DerivedSource.clear_cache">(lumen.sources.base.DerivedSource method)</a>
+</li>
+        <li><a href="reference/source/FileSource.html#lumen.sources.base.FileSource.clear_cache">(lumen.sources.base.FileSource method)</a>
+</li>
+        <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource.clear_cache">(lumen.sources.base.InMemorySource method)</a>
+</li>
+        <li><a href="reference/source/JoinedSource.html#lumen.sources.base.JoinedSource.clear_cache">(lumen.sources.base.JoinedSource method)</a>
+</li>
+        <li><a href="reference/source/JSONSource.html#lumen.sources.base.JSONSource.clear_cache">(lumen.sources.base.JSONSource method)</a>
+</li>
+        <li><a href="reference/source/PanelSessionSource.html#lumen.sources.base.PanelSessionSource.clear_cache">(lumen.sources.base.PanelSessionSource method)</a>
+</li>
+        <li><a href="reference/source/RESTSource.html#lumen.sources.base.RESTSource.clear_cache">(lumen.sources.base.RESTSource method)</a>
+</li>
+        <li><a href="reference/source/index.html#lumen.sources.base.Source.clear_cache">(lumen.sources.base.Source method)</a>
+</li>
+        <li><a href="reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource.clear_cache">(lumen.sources.base.WebsiteSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSource.html#lumen.sources.intake.IntakeSource.clear_cache">(lumen.sources.intake.IntakeSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.clear_cache">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.clone">clone() (lumen.pipeline.Pipeline method)</a>
+</li>
+      <li><a href="reference/transform/Columns.html#lumen.transforms.base.Columns">Columns (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/transform/Compute.html#lumen.transforms.base.Compute">Compute (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/Config.html#lumen.dashboard.Config">Config (class in lumen.dashboard)</a>
+</li>
+      <li><a href="reference/variable/Constant.html#lumen.variables.base.Constant">Constant (class in lumen.variables.base)</a>
+</li>
+      <li><a href="reference/filter/ConstantFilter.html#lumen.filters.base.ConstantFilter">ConstantFilter (class in lumen.filters.base)</a>
+</li>
+      <li><a href="reference/Config.html#lumen.dashboard.Config.construct_template">construct_template() (lumen.dashboard.Config method)</a>
+</li>
+      <li><a href="reference/variable/Cookie.html#lumen.variables.base.Cookie">Cookie (class in lumen.variables.base)</a>
+</li>
+      <li><a href="reference/transform/Corr.html#lumen.transforms.base.Corr">Corr (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/transform/Count.html#lumen.transforms.base.Count">Count (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.create_sql_expr_source">create_sql_expr_source() (lumen.sources.base.BaseSQLSource method)</a>
+
+      <ul>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.create_sql_expr_source">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="D">D</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/filter/DateFilter.html#lumen.filters.base.DateFilter">DateFilter (class in lumen.filters.base)</a>
+</li>
+      <li><a href="reference/filter/DatetimeFilter.html#lumen.filters.base.DatetimeFilter">DatetimeFilter (class in lumen.filters.base)</a>
+</li>
+      <li><a href="reference/Defaults.html#lumen.dashboard.Defaults">Defaults (class in lumen.dashboard)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/DerivedSource.html#lumen.sources.base.DerivedSource">DerivedSource (class in lumen.sources.base)</a>
+</li>
+      <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView">DownloadView (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/transform/DropNA.html#lumen.transforms.base.DropNA">DropNA (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="E">E</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/variable/EnvVariable.html#lumen.variables.base.EnvVariable">EnvVariable (class in lumen.variables.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Eval.html#lumen.transforms.base.Eval">Eval (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="F">F</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/filter/FacetFilter.html#lumen.filters.base.FacetFilter">FacetFilter (class in lumen.filters.base)</a>
+</li>
+      <li><a href="reference/source/FileSource.html#lumen.sources.base.FileSource">FileSource (class in lumen.sources.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/filter/index.html#lumen.filters.base.Filter">Filter (class in lumen.filters.base)</a>
+
+      <ul>
+        <li><a href="reference/transform/Filter.html#lumen.transforms.base.Filter">(class in lumen.transforms.base)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="G">G</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.get">get() (lumen.sources.base.BaseSQLSource method)</a>
+
+      <ul>
+        <li><a href="reference/source/DerivedSource.html#lumen.sources.base.DerivedSource.get">(lumen.sources.base.DerivedSource method)</a>
+</li>
+        <li><a href="reference/source/FileSource.html#lumen.sources.base.FileSource.get">(lumen.sources.base.FileSource method)</a>
+</li>
+        <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource.get">(lumen.sources.base.InMemorySource method)</a>
+</li>
+        <li><a href="reference/source/JoinedSource.html#lumen.sources.base.JoinedSource.get">(lumen.sources.base.JoinedSource method)</a>
+</li>
+        <li><a href="reference/source/JSONSource.html#lumen.sources.base.JSONSource.get">(lumen.sources.base.JSONSource method)</a>
+</li>
+        <li><a href="reference/source/PanelSessionSource.html#lumen.sources.base.PanelSessionSource.get">(lumen.sources.base.PanelSessionSource method)</a>
+</li>
+        <li><a href="reference/source/RESTSource.html#lumen.sources.base.RESTSource.get">(lumen.sources.base.RESTSource method)</a>
+</li>
+        <li><a href="reference/source/index.html#lumen.sources.base.Source.get">(lumen.sources.base.Source method)</a>
+</li>
+        <li><a href="reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource.get">(lumen.sources.base.WebsiteSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSource.html#lumen.sources.intake.IntakeSource.get">(lumen.sources.intake.IntakeSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.get">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/Layout.html#lumen.layout.Layout.get_cards">get_cards() (lumen.layout.Layout method)</a>
+</li>
+      <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.get_data">get_data() (lumen.views.base.AltairView method)</a>
+
+      <ul>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.get_data">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.get_data">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.get_data">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.get_data">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.get_data">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.get_data">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.get_data">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.get_data">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.get_data">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.get_data">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.get_data">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.get_data">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/Layout.html#lumen.layout.Layout.get_filter_panel">get_filter_panel() (lumen.layout.Layout method)</a>
+</li>
+      <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.get_panel">get_panel() (lumen.views.base.AltairView method)</a>
+
+      <ul>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.get_panel">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.get_panel">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.get_panel">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.get_panel">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.get_panel">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.get_panel">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.get_panel">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.get_panel">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.get_panel">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.get_panel">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.get_panel">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.get_panel">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.get_plot">get_plot() (lumen.views.base.hvPlotView method)</a>
+</li>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.get_schema">get_schema() (lumen.pipeline.Pipeline method)</a>
+
+      <ul>
+        <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.get_schema">(lumen.sources.base.BaseSQLSource method)</a>
+</li>
+        <li><a href="reference/source/DerivedSource.html#lumen.sources.base.DerivedSource.get_schema">(lumen.sources.base.DerivedSource method)</a>
+</li>
+        <li><a href="reference/source/FileSource.html#lumen.sources.base.FileSource.get_schema">(lumen.sources.base.FileSource method)</a>
+</li>
+        <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource.get_schema">(lumen.sources.base.InMemorySource method)</a>
+</li>
+        <li><a href="reference/source/JoinedSource.html#lumen.sources.base.JoinedSource.get_schema">(lumen.sources.base.JoinedSource method)</a>
+</li>
+        <li><a href="reference/source/JSONSource.html#lumen.sources.base.JSONSource.get_schema">(lumen.sources.base.JSONSource method)</a>
+</li>
+        <li><a href="reference/source/PanelSessionSource.html#lumen.sources.base.PanelSessionSource.get_schema">(lumen.sources.base.PanelSessionSource method)</a>
+</li>
+        <li><a href="reference/source/RESTSource.html#lumen.sources.base.RESTSource.get_schema">(lumen.sources.base.RESTSource method)</a>
+</li>
+        <li><a href="reference/source/index.html#lumen.sources.base.Source.get_schema">(lumen.sources.base.Source method)</a>
+</li>
+        <li><a href="reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource.get_schema">(lumen.sources.base.WebsiteSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSource.html#lumen.sources.intake.IntakeSource.get_schema">(lumen.sources.intake.IntakeSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.get_schema">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.get_sql_expr">get_sql_expr() (lumen.sources.base.BaseSQLSource method)</a>
+
+      <ul>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.get_sql_expr">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.get_tables">get_tables() (lumen.sources.base.BaseSQLSource method)</a>
+
+      <ul>
+        <li><a href="reference/source/DerivedSource.html#lumen.sources.base.DerivedSource.get_tables">(lumen.sources.base.DerivedSource method)</a>
+</li>
+        <li><a href="reference/source/FileSource.html#lumen.sources.base.FileSource.get_tables">(lumen.sources.base.FileSource method)</a>
+</li>
+        <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource.get_tables">(lumen.sources.base.InMemorySource method)</a>
+</li>
+        <li><a href="reference/source/JoinedSource.html#lumen.sources.base.JoinedSource.get_tables">(lumen.sources.base.JoinedSource method)</a>
+</li>
+        <li><a href="reference/source/JSONSource.html#lumen.sources.base.JSONSource.get_tables">(lumen.sources.base.JSONSource method)</a>
+</li>
+        <li><a href="reference/source/PanelSessionSource.html#lumen.sources.base.PanelSessionSource.get_tables">(lumen.sources.base.PanelSessionSource method)</a>
+</li>
+        <li><a href="reference/source/RESTSource.html#lumen.sources.base.RESTSource.get_tables">(lumen.sources.base.RESTSource method)</a>
+</li>
+        <li><a href="reference/source/index.html#lumen.sources.base.Source.get_tables">(lumen.sources.base.Source method)</a>
+</li>
+        <li><a href="reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource.get_tables">(lumen.sources.base.WebsiteSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSource.html#lumen.sources.intake.IntakeSource.get_tables">(lumen.sources.intake.IntakeSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.get_tables">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.get_value">get_value() (lumen.views.base.AltairView method)</a>
+
+      <ul>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.get_value">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.get_value">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.get_value">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.get_value">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.get_value">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.get_value">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.get_value">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.get_value">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.get_value">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.get_value">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.get_value">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.get_value">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="H">H</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/variable/Header.html#lumen.variables.base.Header">Header (class in lumen.variables.base)</a>
+</li>
+      <li><a href="reference/transform/HistoryTransform.html#lumen.transforms.base.HistoryTransform">HistoryTransform (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView">hvOverlayView (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView">hvPlotUIView (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView">hvPlotView (class in lumen.views.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="I">I</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Iloc.html#lumen.transforms.base.Iloc">Iloc (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView">IndicatorView (class in lumen.views.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource">InMemorySource (class in lumen.sources.base)</a>
+</li>
+      <li><a href="reference/source/IntakeSource.html#lumen.sources.intake.IntakeSource">IntakeSource (class in lumen.sources.intake)</a>
+</li>
+      <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource">IntakeSQLSource (class in lumen.sources.intake_sql)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="J">J</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/JoinedSource.html#lumen.sources.base.JoinedSource">JoinedSource (class in lumen.sources.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/JSONSource.html#lumen.sources.base.JSONSource">JSONSource (class in lumen.sources.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="L">L</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/Layout.html#lumen.layout.Layout">Layout (class in lumen.layout)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="M">M</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Melt.html#lumen.transforms.base.Melt">Melt (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="P">P</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/view/Panel.html#lumen.views.base.Panel">Panel (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/source/PanelSessionSource.html#lumen.sources.base.PanelSessionSource">PanelSessionSource (class in lumen.sources.base)</a>
+</li>
+      <li><a href="reference/variable/Parameter.html#lumen.variables.base.Parameter">Parameter (class in lumen.variables.base)</a>
+</li>
+      <li><a href="reference/filter/ParamFilter.html#lumen.filters.base.ParamFilter">ParamFilter (class in lumen.filters.base)</a>
+</li>
+      <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView">PerspectiveView (class in lumen.views.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline">Pipeline (class in lumen.pipeline)</a>
+</li>
+      <li><a href="reference/transform/Pivot.html#lumen.transforms.base.Pivot">Pivot (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/transform/PivotTable.html#lumen.transforms.base.PivotTable">PivotTable (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.precache">precache() (lumen.pipeline.Pipeline method)</a>
+</li>
+      <li><a href="reference/transform/project_lnglat.html#lumen.transforms.base.project_lnglat">project_lnglat (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="Q">Q</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Query.html#lumen.transforms.base.Query">Query (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="R">R</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Rename.html#lumen.transforms.base.Rename">Rename (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/transform/RenameAxis.html#lumen.transforms.base.RenameAxis">RenameAxis (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/ResetIndex.html#lumen.transforms.base.ResetIndex">ResetIndex (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/source/RESTSource.html#lumen.sources.base.RESTSource">RESTSource (class in lumen.sources.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="S">S</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Sample.html#lumen.transforms.base.Sample">Sample (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/Layout.html#lumen.layout.Layout.servable">servable() (lumen.layout.Layout method)</a>
+
+      <ul>
+        <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.servable">(lumen.pipeline.Pipeline method)</a>
+</li>
+        <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.servable">(lumen.views.base.AltairView method)</a>
+</li>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.servable">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.servable">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.servable">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.servable">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.servable">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.servable">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.servable">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.servable">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.servable">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.servable">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.servable">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.servable">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/transform/SetIndex.html#lumen.transforms.base.SetIndex">SetIndex (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/Layout.html#lumen.layout.Layout.show">show() (lumen.layout.Layout method)</a>
+
+      <ul>
+        <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.show">(lumen.pipeline.Pipeline method)</a>
+</li>
+        <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.show">(lumen.views.base.AltairView method)</a>
+</li>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.show">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.show">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.show">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.show">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.show">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.show">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.show">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.show">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.show">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.show">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.show">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.show">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Sort.html#lumen.transforms.base.Sort">Sort (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/source/index.html#lumen.sources.base.Source">Source (class in lumen.sources.base)</a>
+</li>
+      <li><a href="reference/transform/SQLColumns.html#lumen.transforms.sql.SQLColumns">SQLColumns (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLCount.html#lumen.transforms.sql.SQLCount">SQLCount (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLDistinct.html#lumen.transforms.sql.SQLDistinct">SQLDistinct (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLFilter.html#lumen.transforms.sql.SQLFilter">SQLFilter (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLGroupBy.html#lumen.transforms.sql.SQLGroupBy">SQLGroupBy (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLLimit.html#lumen.transforms.sql.SQLLimit">SQLLimit (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLMinMax.html#lumen.transforms.sql.SQLMinMax">SQLMinMax (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/SQLOverride.html#lumen.transforms.sql.SQLOverride">SQLOverride (class in lumen.transforms.sql)</a>
+</li>
+      <li><a href="reference/transform/Stack.html#lumen.transforms.base.Stack">Stack (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/Layout.html#lumen.layout.Layout.start">start() (lumen.layout.Layout method)</a>
+</li>
+      <li><a href="reference/view/StringView.html#lumen.views.base.StringView">StringView (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/transform/Sum.html#lumen.transforms.base.Sum">Sum (class in lumen.transforms.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="T">T</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/view/Table.html#lumen.views.base.Table">Table (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/auth/Auth.html#lumen.auth.Auth.to_spec">to_spec() (lumen.auth.Auth method)</a>, <a href="reference/auth/index.html#lumen.auth.Auth.to_spec">[1]</a>
+
+      <ul>
+        <li><a href="reference/auth/YamlAuthMapperPlugin.html#lumen.auth.YamlAuthMapperPlugin.to_spec">(lumen.auth.YamlAuthMapperPlugin method)</a>
+</li>
+        <li><a href="reference/Config.html#lumen.dashboard.Config.to_spec">(lumen.dashboard.Config method)</a>
+</li>
+        <li><a href="reference/Defaults.html#lumen.dashboard.Defaults.to_spec">(lumen.dashboard.Defaults method)</a>
+</li>
+        <li><a href="reference/filter/BinFilter.html#lumen.filters.base.BinFilter.to_spec">(lumen.filters.base.BinFilter method)</a>
+</li>
+        <li><a href="reference/filter/ConstantFilter.html#lumen.filters.base.ConstantFilter.to_spec">(lumen.filters.base.ConstantFilter method)</a>
+</li>
+        <li><a href="reference/filter/DateFilter.html#lumen.filters.base.DateFilter.to_spec">(lumen.filters.base.DateFilter method)</a>
+</li>
+        <li><a href="reference/filter/DatetimeFilter.html#lumen.filters.base.DatetimeFilter.to_spec">(lumen.filters.base.DatetimeFilter method)</a>
+</li>
+        <li><a href="reference/filter/FacetFilter.html#lumen.filters.base.FacetFilter.to_spec">(lumen.filters.base.FacetFilter method)</a>
+</li>
+        <li><a href="reference/filter/index.html#lumen.filters.base.Filter.to_spec">(lumen.filters.base.Filter method)</a>
+</li>
+        <li><a href="reference/filter/ParamFilter.html#lumen.filters.base.ParamFilter.to_spec">(lumen.filters.base.ParamFilter method)</a>
+</li>
+        <li><a href="reference/filter/WidgetFilter.html#lumen.filters.base.WidgetFilter.to_spec">(lumen.filters.base.WidgetFilter method)</a>
+</li>
+        <li><a href="reference/Layout.html#lumen.layout.Layout.to_spec">(lumen.layout.Layout method)</a>
+</li>
+        <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.to_spec">(lumen.pipeline.Pipeline method)</a>
+</li>
+        <li><a href="reference/source/BaseSQLSource.html#lumen.sources.base.BaseSQLSource.to_spec">(lumen.sources.base.BaseSQLSource method)</a>
+</li>
+        <li><a href="reference/source/DerivedSource.html#lumen.sources.base.DerivedSource.to_spec">(lumen.sources.base.DerivedSource method)</a>
+</li>
+        <li><a href="reference/source/FileSource.html#lumen.sources.base.FileSource.to_spec">(lumen.sources.base.FileSource method)</a>
+</li>
+        <li><a href="reference/source/InMemorySource.html#lumen.sources.base.InMemorySource.to_spec">(lumen.sources.base.InMemorySource method)</a>
+</li>
+        <li><a href="reference/source/JoinedSource.html#lumen.sources.base.JoinedSource.to_spec">(lumen.sources.base.JoinedSource method)</a>
+</li>
+        <li><a href="reference/source/JSONSource.html#lumen.sources.base.JSONSource.to_spec">(lumen.sources.base.JSONSource method)</a>
+</li>
+        <li><a href="reference/source/PanelSessionSource.html#lumen.sources.base.PanelSessionSource.to_spec">(lumen.sources.base.PanelSessionSource method)</a>
+</li>
+        <li><a href="reference/source/RESTSource.html#lumen.sources.base.RESTSource.to_spec">(lumen.sources.base.RESTSource method)</a>
+</li>
+        <li><a href="reference/source/index.html#lumen.sources.base.Source.to_spec">(lumen.sources.base.Source method)</a>
+</li>
+        <li><a href="reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource.to_spec">(lumen.sources.base.WebsiteSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSource.html#lumen.sources.intake.IntakeSource.to_spec">(lumen.sources.intake.IntakeSource method)</a>
+</li>
+        <li><a href="reference/source/IntakeSQLSource.html#lumen.sources.intake_sql.IntakeSQLSource.to_spec">(lumen.sources.intake_sql.IntakeSQLSource method)</a>
+</li>
+        <li><a href="reference/transform/Aggregate.html#lumen.transforms.base.Aggregate.to_spec">(lumen.transforms.base.Aggregate method)</a>
+</li>
+        <li><a href="reference/transform/Astype.html#lumen.transforms.base.Astype.to_spec">(lumen.transforms.base.Astype method)</a>
+</li>
+        <li><a href="reference/transform/Columns.html#lumen.transforms.base.Columns.to_spec">(lumen.transforms.base.Columns method)</a>
+</li>
+        <li><a href="reference/transform/Compute.html#lumen.transforms.base.Compute.to_spec">(lumen.transforms.base.Compute method)</a>
+</li>
+        <li><a href="reference/transform/Corr.html#lumen.transforms.base.Corr.to_spec">(lumen.transforms.base.Corr method)</a>
+</li>
+        <li><a href="reference/transform/Count.html#lumen.transforms.base.Count.to_spec">(lumen.transforms.base.Count method)</a>
+</li>
+        <li><a href="reference/transform/DropNA.html#lumen.transforms.base.DropNA.to_spec">(lumen.transforms.base.DropNA method)</a>
+</li>
+        <li><a href="reference/transform/Eval.html#lumen.transforms.base.Eval.to_spec">(lumen.transforms.base.Eval method)</a>
+</li>
+        <li><a href="reference/transform/Filter.html#lumen.transforms.base.Filter.to_spec">(lumen.transforms.base.Filter method)</a>
+</li>
+        <li><a href="reference/transform/HistoryTransform.html#lumen.transforms.base.HistoryTransform.to_spec">(lumen.transforms.base.HistoryTransform method)</a>
+</li>
+        <li><a href="reference/transform/Iloc.html#lumen.transforms.base.Iloc.to_spec">(lumen.transforms.base.Iloc method)</a>
+</li>
+        <li><a href="reference/transform/Melt.html#lumen.transforms.base.Melt.to_spec">(lumen.transforms.base.Melt method)</a>
+</li>
+        <li><a href="reference/transform/Pivot.html#lumen.transforms.base.Pivot.to_spec">(lumen.transforms.base.Pivot method)</a>
+</li>
+        <li><a href="reference/transform/PivotTable.html#lumen.transforms.base.PivotTable.to_spec">(lumen.transforms.base.PivotTable method)</a>
+</li>
+        <li><a href="reference/transform/project_lnglat.html#lumen.transforms.base.project_lnglat.to_spec">(lumen.transforms.base.project_lnglat method)</a>
+</li>
+        <li><a href="reference/transform/Query.html#lumen.transforms.base.Query.to_spec">(lumen.transforms.base.Query method)</a>
+</li>
+        <li><a href="reference/transform/Rename.html#lumen.transforms.base.Rename.to_spec">(lumen.transforms.base.Rename method)</a>
+</li>
+        <li><a href="reference/transform/RenameAxis.html#lumen.transforms.base.RenameAxis.to_spec">(lumen.transforms.base.RenameAxis method)</a>
+</li>
+        <li><a href="reference/transform/ResetIndex.html#lumen.transforms.base.ResetIndex.to_spec">(lumen.transforms.base.ResetIndex method)</a>
+</li>
+        <li><a href="reference/transform/Sample.html#lumen.transforms.base.Sample.to_spec">(lumen.transforms.base.Sample method)</a>
+</li>
+        <li><a href="reference/transform/SetIndex.html#lumen.transforms.base.SetIndex.to_spec">(lumen.transforms.base.SetIndex method)</a>
+</li>
+        <li><a href="reference/transform/Sort.html#lumen.transforms.base.Sort.to_spec">(lumen.transforms.base.Sort method)</a>
+</li>
+        <li><a href="reference/transform/Stack.html#lumen.transforms.base.Stack.to_spec">(lumen.transforms.base.Stack method)</a>
+</li>
+        <li><a href="reference/transform/Sum.html#lumen.transforms.base.Sum.to_spec">(lumen.transforms.base.Sum method)</a>
+</li>
+        <li><a href="reference/transform/index.html#lumen.transforms.base.Transform.to_spec">(lumen.transforms.base.Transform method)</a>
+</li>
+        <li><a href="reference/transform/Unstack.html#lumen.transforms.base.Unstack.to_spec">(lumen.transforms.base.Unstack method)</a>
+</li>
+        <li><a href="reference/transform/SQLColumns.html#lumen.transforms.sql.SQLColumns.to_spec">(lumen.transforms.sql.SQLColumns method)</a>
+</li>
+        <li><a href="reference/transform/SQLCount.html#lumen.transforms.sql.SQLCount.to_spec">(lumen.transforms.sql.SQLCount method)</a>
+</li>
+        <li><a href="reference/transform/SQLDistinct.html#lumen.transforms.sql.SQLDistinct.to_spec">(lumen.transforms.sql.SQLDistinct method)</a>
+</li>
+        <li><a href="reference/transform/SQLFilter.html#lumen.transforms.sql.SQLFilter.to_spec">(lumen.transforms.sql.SQLFilter method)</a>
+</li>
+        <li><a href="reference/transform/SQLGroupBy.html#lumen.transforms.sql.SQLGroupBy.to_spec">(lumen.transforms.sql.SQLGroupBy method)</a>
+</li>
+        <li><a href="reference/transform/SQLLimit.html#lumen.transforms.sql.SQLLimit.to_spec">(lumen.transforms.sql.SQLLimit method)</a>
+</li>
+        <li><a href="reference/transform/SQLMinMax.html#lumen.transforms.sql.SQLMinMax.to_spec">(lumen.transforms.sql.SQLMinMax method)</a>
+</li>
+        <li><a href="reference/transform/SQLOverride.html#lumen.transforms.sql.SQLOverride.to_spec">(lumen.transforms.sql.SQLOverride method)</a>
+</li>
+        <li><a href="reference/variable/Constant.html#lumen.variables.base.Constant.to_spec">(lumen.variables.base.Constant method)</a>
+</li>
+        <li><a href="reference/variable/Cookie.html#lumen.variables.base.Cookie.to_spec">(lumen.variables.base.Cookie method)</a>
+</li>
+        <li><a href="reference/variable/EnvVariable.html#lumen.variables.base.EnvVariable.to_spec">(lumen.variables.base.EnvVariable method)</a>
+</li>
+        <li><a href="reference/variable/Header.html#lumen.variables.base.Header.to_spec">(lumen.variables.base.Header method)</a>
+</li>
+        <li><a href="reference/variable/Parameter.html#lumen.variables.base.Parameter.to_spec">(lumen.variables.base.Parameter method)</a>
+</li>
+        <li><a href="reference/variable/URLQuery.html#lumen.variables.base.URLQuery.to_spec">(lumen.variables.base.URLQuery method)</a>
+</li>
+        <li><a href="reference/variable/UserInfo.html#lumen.variables.base.UserInfo.to_spec">(lumen.variables.base.UserInfo method)</a>
+</li>
+        <li><a href="reference/variable/index.html#lumen.variables.base.Variable.to_spec">(lumen.variables.base.Variable method)</a>
+</li>
+        <li><a href="reference/variable/Widget.html#lumen.variables.base.Widget.to_spec">(lumen.variables.base.Widget method)</a>
+</li>
+        <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.to_spec">(lumen.views.base.AltairView method)</a>
+</li>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.to_spec">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.to_spec">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.to_spec">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.to_spec">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.to_spec">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.to_spec">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.to_spec">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.to_spec">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.to_spec">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.to_spec">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.to_spec">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.to_spec">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/index.html#lumen.transforms.base.Transform">Transform (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/auth/Auth.html#lumen.auth.Auth.transform">transform() (lumen.auth.Auth method)</a>, <a href="reference/auth/index.html#lumen.auth.Auth.transform">[1]</a>
+
+      <ul>
+        <li><a href="reference/auth/YamlAuthMapperPlugin.html#lumen.auth.YamlAuthMapperPlugin.transform">(lumen.auth.YamlAuthMapperPlugin method)</a>
+</li>
+      </ul></li>
+      <li><a href="reference/Pipeline.html#lumen.pipeline.Pipeline.traverse">traverse() (lumen.pipeline.Pipeline method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="U">U</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/transform/Unstack.html#lumen.transforms.base.Unstack">Unstack (class in lumen.transforms.base)</a>
+</li>
+      <li><a href="reference/Layout.html#lumen.layout.Layout.update">update() (lumen.layout.Layout method)</a>
+
+      <ul>
+        <li><a href="reference/view/AltairView.html#lumen.views.base.AltairView.update">(lumen.views.base.AltairView method)</a>
+</li>
+        <li><a href="reference/view/DownloadView.html#lumen.views.base.DownloadView.update">(lumen.views.base.DownloadView method)</a>
+</li>
+        <li><a href="reference/view/hvOverlayView.html#lumen.views.base.hvOverlayView.update">(lumen.views.base.hvOverlayView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotUIView.html#lumen.views.base.hvPlotUIView.update">(lumen.views.base.hvPlotUIView method)</a>
+</li>
+        <li><a href="reference/view/hvPlotView.html#lumen.views.base.hvPlotView.update">(lumen.views.base.hvPlotView method)</a>
+</li>
+        <li><a href="reference/view/IndicatorView.html#lumen.views.base.IndicatorView.update">(lumen.views.base.IndicatorView method)</a>
+</li>
+        <li><a href="reference/view/Panel.html#lumen.views.base.Panel.update">(lumen.views.base.Panel method)</a>
+</li>
+        <li><a href="reference/view/PerspectiveView.html#lumen.views.base.PerspectiveView.update">(lumen.views.base.PerspectiveView method)</a>
+</li>
+        <li><a href="reference/view/StringView.html#lumen.views.base.StringView.update">(lumen.views.base.StringView method)</a>
+</li>
+        <li><a href="reference/view/Table.html#lumen.views.base.Table.update">(lumen.views.base.Table method)</a>
+</li>
+        <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView.update">(lumen.views.base.VegaLiteView method)</a>
+</li>
+        <li><a href="reference/view/index.html#lumen.views.base.View.update">(lumen.views.base.View method)</a>
+</li>
+        <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView.update">(lumen.views.base.YdataProfilingView method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/variable/URLQuery.html#lumen.variables.base.URLQuery">URLQuery (class in lumen.variables.base)</a>
+</li>
+      <li><a href="reference/variable/UserInfo.html#lumen.variables.base.UserInfo">UserInfo (class in lumen.variables.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="V">V</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/variable/index.html#lumen.variables.base.Variable">Variable (class in lumen.variables.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/view/VegaLiteView.html#lumen.views.base.VegaLiteView">VegaLiteView (class in lumen.views.base)</a>
+</li>
+      <li><a href="reference/view/index.html#lumen.views.base.View">View (class in lumen.views.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="W">W</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource">WebsiteSource (class in lumen.sources.base)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/variable/Widget.html#lumen.variables.base.Widget">Widget (class in lumen.variables.base)</a>
+</li>
+      <li><a href="reference/filter/WidgetFilter.html#lumen.filters.base.WidgetFilter">WidgetFilter (class in lumen.filters.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="Y">Y</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/auth/YamlAuthMapperPlugin.html#lumen.auth.YamlAuthMapperPlugin">YamlAuthMapperPlugin (class in lumen.auth)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="reference/view/YdataProfilingView.html#lumen.views.base.YdataProfilingView">YdataProfilingView (class in lumen.views.base)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
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+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
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+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/getting_started/build_dashboard.html b/getting_started/build_dashboard.html
new file mode 100644
index 00000000..29f0508d
--- /dev/null
+++ b/getting_started/build_dashboard.html
@@ -0,0 +1,994 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../site.webmanifest"/>
+            
+    <title>Build a dashboard &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
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+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=aacd715d" />
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+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/pyscript.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/divider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/floatpanel.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_feed.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/katex.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/debugger.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/swipe.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgetbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/alerts.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_steps.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgets.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_step.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/regular_table.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
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+
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+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
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+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
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+  
+  <div id="pst-scroll-pixel-helper"></div>
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+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
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+<form class="bd-search d-flex align-items-center"
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+      method="get">
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+  <input type="search"
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+         id="search-input"
+         placeholder="Search the docs ..."
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
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+  
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+
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+    
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+  
+  <div class="col-lg-9 navbar-header-items">
+    
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+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+    Home
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+</li>
+
+
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+  <a class="nav-link nav-internal" href="index.html">
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+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
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+
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+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
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+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../reference/index.html">
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+
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+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
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+</li>
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+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
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+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
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+          
+          
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+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
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+          
+          
+          
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+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
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+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+    </div>
+  
+
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+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
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+  
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+
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+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item current active">
+  <a class="nav-link nav-internal" href="index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
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+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../reference/index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
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+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          
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+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
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+  <section id="build-a-dashboard">
+<h1><svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-tools sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M7.875 2.292a.114.114 0 0 0-.032.018A7.239 7.239 0 0 0 4.75 8.25a7.248 7.248 0 0 0 3.654 6.297c.57.327.982.955.941 1.682v.002l-.317 6.058a.75.75 0 1 1-1.498-.078l.317-6.062v-.004c.006-.09-.047-.215-.188-.296A8.749 8.749 0 0 1 3.25 8.25a8.738 8.738 0 0 1 3.732-7.169 1.547 1.547 0 0 1 1.709-.064c.484.292.809.835.809 1.46v4.714a.25.25 0 0 0 .119.213l2.25 1.385c.08.05.182.05.262 0l2.25-1.385a.25.25 0 0 0 .119-.213V2.478c0-.626.325-1.169.81-1.461a1.547 1.547 0 0 1 1.708.064 8.741 8.741 0 0 1 3.732 7.17 8.747 8.747 0 0 1-4.41 7.598c-.14.081-.193.206-.188.296v.004l.318 6.062a.75.75 0 1 1-1.498.078l-.317-6.058v-.002c-.041-.727.37-1.355.94-1.682A7.247 7.247 0 0 0 19.25 8.25a7.239 7.239 0 0 0-3.093-5.94.114.114 0 0 0-.032-.018l-.01-.001c-.003 0-.014 0-.031.01-.036.022-.084.079-.084.177V7.19c0 .608-.315 1.172-.833 1.49l-2.25 1.385a1.75 1.75 0 0 1-1.834 0l-2.25-1.384A1.752 1.752 0 0 1 8 7.192V2.477c0-.098-.048-.155-.084-.176a.068.068 0 0 0-.031-.011l-.01.001Z"></path></svg> Build a dashboard<a class="headerlink" href="#build-a-dashboard" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What is the purpose of this page?</p>
+<p>This tutorial is meant to get your hands dirty with building a Lumen dashboard. Don’t worry about understanding everything just yet - your only obligation is to complete the steps as directed.</p>
+</div>
+<p>You will build a simple Lumen dashboard and deploy it in your browser. The result will look something like this:
+<img alt="" src="../_images/build_app_07.png" /></p>
+<section id="create-a-yaml-file">
+<h2>1. Create a YAML file<a class="headerlink" href="#create-a-yaml-file" title="Link to this heading">#</a></h2>
+<p>Open your favorite text editor and create an empty file called <code class="docutils literal notranslate"><span class="pre">penguins.yaml</span></code>.</p>
+</section>
+<section id="add-a-data-source">
+<h2>2. Add a data source<a class="headerlink" href="#add-a-data-source" title="Link to this heading">#</a></h2>
+<p>The first thing that is needed is a source of data. Insert and save the text below to add a remote <a class="reference internal" href="../reference/source/FileSource.html#lumen.sources.base.FileSource" title="lumen.sources.base.FileSource"><span class="xref myst py py-class">FileSource</span></a>. This will tell Lumen to fetch the <a class="reference external" href="https://allisonhorst.github.io/palmerpenguins/">Palmer Penguins dataset</a>:</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+</pre></div>
+</div>
+<p>Once you have saved your file, open a terminal and navigate to the location of this file.</p>
+<p>In the terminal, launch the file with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>penguins.yaml<span class="w"> </span>--show<span class="w"> </span>--autoreload
+</pre></div>
+</div>
+<p>By using <code class="docutils literal notranslate"><span class="pre">--autoreload</span></code>, the dashboard automatically updates the application whenever we make changes to the YAML file.</p>
+<p>What you should see in your browser should now match what is on the <code class="docutils literal notranslate"><span class="pre">Preview</span></code> tab:</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-0">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-1">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_00.png" /></p>
+</div>
+</div>
+<p>So far, this returns an empty dashboard because we haven’t yet specified a view - so let’s add one!</p>
+</section>
+<section id="specify-a-table-view">
+<h2>3. Specify a table view<a class="headerlink" href="#specify-a-table-view" title="Link to this heading">#</a></h2>
+<p>The simplest <a class="reference internal" href="../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View</span></a> to add is a table with the raw data. This gives us a good idea of what we are working with and the available fields.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-2" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-2">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="hll"><span class="nt">layouts</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+</span></pre></div>
+</div>
+</div>
+<input id="sd-tab-item-3" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-3">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_01.png" /></p>
+</div>
+</div>
+</section>
+<section id="create-a-plot-view">
+<h2>4. Create a plot view<a class="headerlink" href="#create-a-plot-view" title="Link to this heading">#</a></h2>
+<p>The table gives us a primer of the data source, but to start understanding patterns in the data, we have to visualize it. There is a wide range of views to chose from but for now we will create an <a class="reference internal" href="../reference/view/hvPlotView.html#lumen.views.base.hvPlotView" title="lumen.views.base.hvPlotView"><span class="xref myst py py-class">hvPlotView</span></a> (see <a class="reference external" href="https://hvplot.holoviz.org/">hvPlot</a> for background on the library). This is as easy as replacing the <code class="docutils literal notranslate"><span class="pre">table</span></code> type with a <code class="docutils literal notranslate"><span class="pre">hvplot</span></code> type.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-4" name="sd-tab-set-2" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-4">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+</span><span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-5" name="sd-tab-set-2" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-5">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_02.png" /></p>
+</div>
+</div>
+</section>
+<section id="make-a-scatter-plot">
+<h2>5. Make a scatter plot<a class="headerlink" href="#make-a-scatter-plot" title="Link to this heading">#</a></h2>
+<p>This plot is a bit overwhelming, so instead of plotting everything in one plot, we can plot <code class="docutils literal notranslate"><span class="pre">bill_length_mm</span></code> on the x-axis and <code class="docutils literal notranslate"><span class="pre">bill_depth_mm</span></code> on the y-axis. Furthermore, we can color based on the species and change the kind of the plot to scatter.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-6" name="sd-tab-set-3" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-6">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="hll"><span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+</span><span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-7" name="sd-tab-set-3" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-7">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_03.png" /></p>
+</div>
+</div>
+</section>
+<section id="manipulate-the-data">
+<h2>6. Manipulate the data<a class="headerlink" href="#manipulate-the-data" title="Link to this heading">#</a></h2>
+<p>Let’s now set up two filter widgets based on two fields of the data - ‘sex’ and ‘island’. Since we don’t need all of the data columns, let’s also add a transform to select only a subset of the data.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-8" name="sd-tab-set-4" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-8">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="hll"><span class="nt">pipelines</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-9" name="sd-tab-set-4" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-9">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_04.png" /></p>
+</div>
+</div>
+</section>
+<section id="expand-the-view-types">
+<h2>7. Expand the view types<a class="headerlink" href="#expand-the-view-types" title="Link to this heading">#</a></h2>
+<p>We can even expand the views with a histogram and a table.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-10" name="sd-tab-set-5" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-10">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+</span></pre></div>
+</div>
+</div>
+<input id="sd-tab-item-11" name="sd-tab-set-5" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-11">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_05.png" /></p>
+</div>
+</div>
+</section>
+<section id="customize-the-appearance-and-behavior">
+<h2>8. Customize the appearance and behavior<a class="headerlink" href="#customize-the-appearance-and-behavior" title="Link to this heading">#</a></h2>
+<p>The default layout we get is less than ideal for this case since it cuts off one of our plots, leaves a lot of empty space, and does not resize responsively. We can get responsive plots by adding <code class="docutils literal notranslate"><span class="pre">sizing_mode</span></code> to the layout and <code class="docutils literal notranslate"><span class="pre">responsive</span></code> to the views. By changing the <code class="docutils literal notranslate"><span class="pre">layout</span></code> and <code class="docutils literal notranslate"><span class="pre">height</span></code>, we can further customize how the dashboard looks.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-12" name="sd-tab-set-6" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-12">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="hll"><span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">1</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">2</span><span class="p p-Indicator">]]</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">800</span>
+</span><span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="hll"><span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">400</span>
+</span><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="hll"><span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+</span><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="hll"><span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+</span></pre></div>
+</div>
+</div>
+<input id="sd-tab-item-13" name="sd-tab-set-6" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-13">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_06.png" /></p>
+</div>
+</div>
+</section>
+<section id="add-a-title-and-theme">
+<h2>9. Add a title and theme<a class="headerlink" href="#add-a-title-and-theme" title="Link to this heading">#</a></h2>
+<p>Final step - let’s use a <a class="reference internal" href="../reference/Config.html#lumen.dashboard.Config" title="lumen.dashboard.Config"><span class="xref myst py py-class">config</span></a> section to give our dashboard a more descriptive title and change the overall theme to dark. Note that we can also set our table to dark by adding a new <em>theme</em> parameter at the bottom.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-14" name="sd-tab-set-7" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-14">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="hll"><span class="nt">config</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Palmer Penguins</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dark</span>
+</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">1</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">2</span><span class="p p-Indicator">]]</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">800</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">400</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="hll"><span class="w">        </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">midnight</span>
+</span></pre></div>
+</div>
+</div>
+<input id="sd-tab-item-15" name="sd-tab-set-7" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="preview" for="sd-tab-item-15">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../_images/build_app_07.png" /></p>
+</div>
+</div>
+<p>Congratulations! You have created your first Lumen dashboard and know a bit more about penguins!</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This is just a simple example of how to build a dashboard with Lumen. The next step is to review the core concepts of what we just achieved so you can generalize these steps to create your own dashboard.</p>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#add-a-data-source">2. Add a data source</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#specify-a-table-view">3. Specify a table view</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#create-a-plot-view">4. Create a plot view</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#make-a-scatter-plot">5. Make a scatter plot</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#manipulate-the-data">6. Manipulate the data</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#expand-the-view-types">7. Expand the view types</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#customize-the-appearance-and-behavior">8. Customize the appearance and behavior</a></li>
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+                  
+  <section id="core-concepts">
+<h1><svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-mortar-board sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M12.292 2.06v-.001l11.25 4.75a.749.749 0 0 1 0 1.382L19 10.108V15a.75.75 0 0 1-.11.391h-.001a2.84 2.84 0 0 1-.392.482c-.249.256-.625.58-1.163.896-1.08.638-2.776 1.23-5.334 1.23-.673 0-1.286-.041-1.846-.113a.75.75 0 0 1 .192-1.487c.492.063 1.042.1 1.654.1 2.317 0 3.746-.533 4.572-1.021.31-.178.596-.397.849-.65l.079-.085V10.74l-5.208 2.2a.75.75 0 0 1-.584 0L5.75 10.424v3.17c.502.129.96.391 1.327.758.579.578.923 1.41.923 2.428v4.5a.761.761 0 0 1-.345.634 2.157 2.157 0 0 1-.21.117 3.923 3.923 0 0 1-.52.213A6.121 6.121 0 0 1 5 22.532a6.092 6.092 0 0 1-1.925-.288 4.065 4.065 0 0 1-.52-.213 1.816 1.816 0 0 1-.22-.124.757.757 0 0 1-.335-.624v-4.5c0-1.02.344-1.85.923-2.43a2.904 2.904 0 0 1 1.327-.757V9.793L.458 8.19a.75.75 0 0 1 0-1.38l11.25-4.75a.75.75 0 0 1 .584 0ZM12 11.436 21.322 7.5 12 3.564 2.678 7.5ZM5 15c-.377 0-.745.141-1.017.413-.265.265-.483.7-.483 1.368v4.022c.299.105.797.228 1.5.228s1.201-.123 1.5-.228V16.78c0-.669-.218-1.103-.483-1.368A1.433 1.433 0 0 0 5 15Z"></path></svg> Core Concepts<a class="headerlink" href="#core-concepts" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What is the purpose of this page?</p>
+<p>This conceptual overview of creating a Lumen dashboard is meant to help you start generalizing what you achieved in the tutorial (<a class="reference internal" href="build_dashboard.html"><span class="doc std std-doc">Build a dashboard</span></a>). After this page you should start building your own dashboard. As you build, consult the relevant <a class="reference internal" href="../how_to/index.html"><span class="doc std std-doc">How-to</span></a> guides or <a class="reference internal" href="../reference/index.html"><span class="doc std std-doc">Reference</span></a> pages, as needed.</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>Lumen is a framework for easily building powerful data-driven dashboards. The <em>ease</em> of Lumen comes from the primary interface being a simple <strong>YAML</strong> file, which reads like a cooking recipe. We call this the <strong>specification</strong>. Unlike a recipe Lumen makes it very easy to go back and forth between the specification and the final product. This makes it easy to interactively go back and forth and iteratively improve the specification. The <em>power</em> of Lumen comes from the ability to leverage different data intake, data processing, and data visualization libraries that are available in the Python data science ecosystem, but without having to code!</p>
+</section>
+<section id="yaml-specification">
+<h2>YAML specification<a class="headerlink" href="#yaml-specification" title="Link to this heading">#</a></h2>
+<p>The YAML file is a simple and human readable recipe for building a dashboard. Briefly, YAML uses consistent whitespace to denote structure, and most lines either create an association (with <strong>key: value</strong>), or a list (with a leading hyphen <strong>-</strong>). For more on YAML, we recommend this <a class="reference external" href="https://learnxinyminutes.com/docs/yaml/">quick YAML guide</a>.</p>
+<p>The four primary sections of a Lumen specification file are:</p>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-1 sd-row-cols-lg-1 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">config</span></code></div>
+<p class="sd-card-text">To apply settings for the whole dashboard</p>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-1 sd-row-cols-lg-1 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">sources</span></code></div>
+<p class="sd-card-text">To list your data sources</p>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-1 sd-row-cols-lg-1 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">pipelines</span></code></div>
+<p class="sd-card-text">To specify how you want the data to be manipulated (filtered and transformed)</p>
+</div>
+</div>
+</div>
+</div>
+</div>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-1 sd-row-cols-lg-1 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">layouts</span></code></div>
+<p class="sd-card-text">To create the views (e.g. table, plot) for your dashboard</p>
+</div>
+</div>
+</div>
+</div>
+</div>
+<p>These core sections should be not be indented in the YAML file, as they are at the top of the hierarchy:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">...</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">...</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="w">    </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+</pre></div>
+</div>
+<p>In addition to these core sections, there is plenty of advanced functionality that we will preview towards the bottom of this page.</p>
+</section>
+<section id="config">
+<h2>Config<a class="headerlink" href="#config" title="Link to this heading">#</a></h2>
+<p>The <a class="reference internal" href="../reference/Config.html#lumen.dashboard.Config" title="lumen.dashboard.Config"><span class="xref myst py py-class">config</span></a> section provides general settings which apply to the whole dashboard to control things like the title, overall layout and theme. The structure is very simple:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">My dashboard</span>
+<span class="w">  </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">tabs</span>
+<span class="w">  </span><span class="nt">logo</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">assets/my_logo.png</span>
+<span class="w">  </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+</pre></div>
+</div>
+<p>You might remember an implementation of this from what you created in the <a class="reference internal" href="build_dashboard.html"><span class="doc std std-doc">Build a dashboard</span></a> tutorial. Your config section was used to add a title and dark theme to your dashboard:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Palmer Penguins</span>
+<span class="w">  </span><span class="nt">theme</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dark</span>
+</pre></div>
+</div>
+<p>See the <a class="reference internal" href="#../reference/Config.html"><span class="xref myst">Config Reference</span></a> for a description of all parameters.</p>
+</section>
+<section id="sources">
+<h2>Sources<a class="headerlink" href="#sources" title="Link to this heading">#</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">sources</span></code> section defines the source of your data. Depending on your source type, the specification may look a bit different, but in general it will follow this pattern:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">source_name</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type of source</span>
+<span class="w">    </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Additional source parameters</span>
+</pre></div>
+</div>
+<p>A common choice for a source type is <a class="reference internal" href="../reference/source/FileSource.html#lumen.sources.base.FileSource" title="lumen.sources.base.FileSource"><span class="xref myst py py-class">FileSource</span></a>, which can load CSV, Excel, JSON and Parquet files from either local (filepaths) or remote (URL) locations. In your tutorial, you use a remote CSV source:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">table_penguin</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+</pre></div>
+</div>
+<p>See the <a class="reference internal" href="#lumen.source.base.Source"><span class="xref myst">Source Reference</span></a> for other source types and for the relevant parameters.</p>
+</section>
+<section id="pipelines-data-processing">
+<h2>Pipelines (data processing)<a class="headerlink" href="#pipelines-data-processing" title="Link to this heading">#</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">pipelines</span></code> section is where you list all the ways that you want the data to be <strong>filtered</strong> or <strong>transformed</strong>. If you don’t need the data to be manipulated, you can just exclude this section.</p>
+<section id="filters">
+<h3>Filters<a class="headerlink" href="#filters" title="Link to this heading">#</a></h3>
+<p>The <code class="docutils literal notranslate"><span class="pre">filters</span></code> of a <a class="reference internal" href="../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> allows you or your dashboard’s viewers to drill down into just a subset of the data.</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">name</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type of filter</span>
+<span class="w">        </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Filter Parameters</span>
+</pre></div>
+</div>
+<p>A very useful filter type is <code class="docutils literal notranslate"><span class="pre">widget</span></code>, which is used to expose filtering capability in the dashboard view. Here is the implementation from your tutorial, which specifies two widgets for dashboard viewers.</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+</pre></div>
+</div>
+<p>See the <a class="reference internal" href="../reference/filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="xref myst py py-class">Filter Reference</span></a> for other filter types and for the relevant parameters.</p>
+</section>
+<section id="transforms">
+<h3>Transforms<a class="headerlink" href="#transforms" title="Link to this heading">#</a></h3>
+<p>Within the pipeline section, you can also apply a <a class="reference internal" href="../reference/transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="xref myst py py-class">transform</span></a> to the data, such as selecting only certain columns of the data.</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">name</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type of transform</span>
+<span class="w">        </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Transform Parameters</span>
+</pre></div>
+</div>
+<p>Here is the complete <code class="docutils literal notranslate"><span class="pre">pipelines</span></code> section from your tutorial, which include both filters and a transform:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="hll"><span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+</span></pre></div>
+</div>
+<p>See the <a class="reference internal" href="../reference/transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="xref myst py py-class">Transform Reference</span></a> for other transform types and for the relevant parameters.</p>
+</section>
+</section>
+<section id="layouts-views">
+<h2>Layouts (views)<a class="headerlink" href="#layouts-views" title="Link to this heading">#</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">layouts</span></code> section declares the actual content in the rendered application. The essential structure of a <code class="docutils literal notranslate"><span class="pre">layouts</span></code> section is as follows:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Dashboard title</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">The pipeline driving these views</span>
+<span class="w">    </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Dashboard parameters</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">View type</span>
+<span class="w">        </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">View parameters</span>
+</pre></div>
+</div>
+<details class="sd-sphinx-override sd-dropdown sd-card sd-mb-3 sd-fade-in-slide-down">
+<summary class="sd-summary-title sd-card-header">
+<span class="sd-summary-text">Expand this dropdown for a more complex example structure of <code class="docutils literal notranslate"><span class="pre">layouts</span></code></span><span class="sd-summary-state-marker sd-summary-chevron-right"><svg version="1.1" width="1.5em" height="1.5em" class="sd-octicon sd-octicon-chevron-right" viewBox="0 0 24 24" aria-hidden="true"><path d="M8.72 18.78a.75.75 0 0 1 0-1.06L14.44 12 8.72 6.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0Z"></path></svg></span></summary><div class="sd-summary-content sd-card-body docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">The title of the monitoring endpoint</span>
+<span class="w">    </span><span class="nt">download</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">format</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">When specified adds a section to the sidebar allowing users to download the filtered dataset</span>
+<span class="w">      </span><span class="nt">kwargs</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Additional keyword arguments to pass to the pandas/dask to_&lt;format&gt; method</span>
+<span class="w">      </span><span class="nt">tables</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Allows declaring a subset of tables to download</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">The pipeline driving the views of this layout. Each View can independently declare a pipeline or all use the shared pipeline defined at the layout level</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">A list of metrics to monitor and display on the endpoint</span>
+<span class="w">      </span><span class="l l-Scalar l-Scalar-Plain">- pipeline</span><span class="p p-Indicator">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">The [Pipeline]`lumen.pipeline.Pipeline` driving the View</span>
+<span class="w">        </span><span class="l l-Scalar l-Scalar-Plain">type</span><span class="p p-Indicator">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">The type of View to use for rendering the table</span>
+<span class="w">        </span><span class="l l-Scalar l-Scalar-Plain">...</span><span class="p p-Indicator">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Additional parameters for the View</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">The layout inside the card(s), e.g. &#39;row&#39;, &#39;column&#39; or &#39;grid&#39;</span>
+<span class="w">    </span><span class="nt">facet</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">by</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">List of fields to facet by</span>
+<span class="w">      </span><span class="nt">sort</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">List of fields to sort by</span>
+<span class="w">      </span><span class="nt">reverse</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Whether to reverse the sort order</span>
+<span class="w">    </span><span class="nt">refresh_rate</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">How frequently to poll for updates in milliseconds</span>
+<span class="w">    </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Additional parameters passed to the Card layout(s), e.g. width or height</span>
+</pre></div>
+</div>
+</div>
+</details><p>At minimum each <a class="reference internal" href="../reference/Layout.html#lumen.layout.Layout" title="lumen.layout.Layout"><span class="xref myst py py-class">Layout</span></a> must declare a <code class="docutils literal notranslate"><span class="pre">title</span></code> and a set of <code class="docutils literal notranslate"><span class="pre">views</span></code>. Each view can be of a different type, but a good starting point is the <a class="reference internal" href="#%60lumen.views.base.hvPlotView"><span class="xref myst">hvPlotView</span></a>. This view type allows you to produce <a class="reference external" href="https://hvplot.holoviz.org/reference/index.html">many different types of plots</a> available from the <a class="reference external" href="https://hvplot.holoviz.org/">hvPlot</a> library, just by specifying the <code class="docutils literal notranslate"><span class="pre">kind</span></code> parameter.</p>
+<p>In your tutorial, the final dashboard included two <code class="docutils literal notranslate"><span class="pre">kinds</span></code> - scatter and histogram:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">1</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">2</span><span class="p p-Indicator">]]</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">800</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">450</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">350</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">350</span>
+</pre></div>
+</div>
+<p>See the <a class="reference internal" href="../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View Reference</span></a> for other view types and for the relevant parameters.</p>
+</section>
+<section id="advanced-functionality">
+<h2>Advanced Functionality<a class="headerlink" href="#advanced-functionality" title="Link to this heading">#</a></h2>
+<p>The following sections are meant to introduce you some of Lumen’s advanced functionality. If you want to implement some of these features, explore their associated <a class="reference internal" href="../how_to/index.html"><span class="doc std std-doc">How to</span></a> guides for complete recipes.</p>
+<section id="defaults">
+<h3>Defaults<a class="headerlink" href="#defaults" title="Link to this heading">#</a></h3>
+<p>The <a class="reference internal" href="../reference/Defaults.html#lumen.dashboard.Defaults" title="lumen.dashboard.Defaults"><span class="xref myst py py-class">defaults</span></a> section allows overriding parameter defaults on the <a class="reference internal" href="../reference/filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="xref myst py py-class">Filter</span></a>, <a class="reference internal" href="../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a>, <a class="reference internal" href="../reference/transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="xref myst py py-class">Transform</span></a> and <a class="reference internal" href="../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View</span></a> objects.</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">defaults</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type to override the default on</span>
+<span class="w">      </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Parameter to override</span>
+<span class="w">  </span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type to override the default on</span>
+<span class="w">      </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Parameter to override</span>
+<span class="w">  </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type to override the default on</span>
+<span class="w">      </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Parameter to override</span>
+<span class="w">  </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Type to override the default on</span>
+<span class="w">      </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Parameter to override</span>
+</pre></div>
+</div>
+<p>You haven’t seen an implementation of this yet, but as an example, we could have used the <code class="docutils literal notranslate"><span class="pre">defaults</span></code> section to override the default <code class="docutils literal notranslate"><span class="pre">WidgetFilter.multi</span></code> value because perhaps we wanted the widget to filter with a specific value rather than multiple values:</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">defaults</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">      </span><span class="nt">multi</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+</pre></div>
+</div>
+<p>For more on <code class="docutils literal notranslate"><span class="pre">defaults</span></code>, check out the <code class="docutils literal notranslate"><span class="pre">How</span> <span class="pre">to</span> <span class="pre">override</span> <span class="pre">parameter</span> <span class="pre">defaults</span></code> guide.</p>
+</section>
+<section id="variables">
+<h3>Variables<a class="headerlink" href="#variables" title="Link to this heading">#</a></h3>
+<p>The <a class="reference internal" href="#lumen.variables.base.Variables"><span class="xref myst">variables</span></a> sections allow you to link settings across your entire application. Once a variable has been declared in the <code class="docutils literal notranslate"><span class="pre">variables</span></code> section, you can reference it throughout your specification using the <code class="docutils literal notranslate"><span class="pre">$variables.&lt;variable_name&gt;</span></code> syntax.</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="nt">variables</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">variable_name</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
+<span class="w">      </span><span class="nt">...</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Variable parameters</span>
+</pre></div>
+</div>
+<p>For example, you might have a <code class="docutils literal notranslate"><span class="pre">TextInput</span></code> widget where a dashboard user could enter the name of a CSV file with stock data. Establishing such a widget as a <a class="reference internal" href="../reference/variable/index.html#lumen.variables.base.Variable" title="lumen.variables.base.Variable"><span class="xref myst py py-class">Variable</span></a> would allow the dashboard to dynamically update with the new data source.</p>
+<div class="highlight-YAML notranslate"><div class="highlight"><pre><span></span><span class="hll"><span class="nt">variables</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">ticker</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">TextInput</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">default</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">AAPL.csv</span>
+</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">stock_data</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="hll"><span class="w">      </span><span class="nt">ticker</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$variables.ticker</span>
+</span></pre></div>
+</div>
+<p>For more on variables, check out the <a class="reference internal" href="#../how_to/general/variables_and_references"><span class="xref myst">How to use variables and references</span></a> guide.</p>
+</section>
+<section id="sources-as-variables">
+<h3>Sources as variables<a class="headerlink" href="#sources-as-variables" title="Link to this heading">#</a></h3>
+<p>In addition to the <code class="docutils literal notranslate"><span class="pre">variables</span></code> section, in which you can create arbitrary types of variables, you can also refer to sources with a similar syntax. In some scenarios you might want to refer to a <a class="reference internal" href="../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a>, a table on a <a class="reference internal" href="../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a> or a field on a table from elsewhere in the yaml specification.</p>
+<p>As an example you may have local CSV file which contains a column of URLs to monitor and feed that information to a <a class="reference internal" href="../reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource" title="lumen.sources.base.WebsiteSource"><span class="xref myst py py-class">WebsiteSource</span></a> which reports whether those URLs are live. Using the <code class="docutils literal notranslate"><span class="pre">$</span></code> syntax we can easily establish such references.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">csv</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">files</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">websites.csv</span><span class="p p-Indicator">]</span>
+<span class="w">  </span><span class="nt">live</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">live</span>
+<span class="w">    </span><span class="nt">urls</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$csv.websites.url</span>
+</pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">$csv.websites.url</span></code> syntax will look up a <a class="reference internal" href="../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a> called ‘csv’, request a table called ‘websites’ and then feed the ‘url’ column in that table to the <code class="docutils literal notranslate"><span class="pre">urls</span></code> parameter of the <a class="reference internal" href="../reference/source/WebsiteSource.html#lumen.sources.base.WebsiteSource" title="lumen.sources.base.WebsiteSource"><span class="xref myst py py-class">WebsiteSource</span></a>.</p>
+<p>For more on referring to sources, check out the <a class="reference internal" href="#../how_to/variables_and_references"><span class="xref myst">How to use variables and references</span></a> guide.</p>
+</section>
+<section id="external-variables-templating">
+<h3>External variables (templating)<a class="headerlink" href="#external-variables-templating" title="Link to this heading">#</a></h3>
+<p>In many cases you do not want to hardcode variables inside the yaml specification instead passing in variables from an environment variable, a shell command, a CLI argument, a HTTP request header or cookie, or a OAuth token variable. This can be achieved using the following templating syntax:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">{{env(&quot;USER&quot;)}}</span></code>: look in the set environment variables for the named variable</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{{shell(&quot;get_login</span> <span class="pre">thisuser</span> <span class="pre">-t&quot;)}}</span></code>: execute the command, and use the output as the value. The output will be trimmed of any trailing whitespace.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{{cookie(&quot;USER&quot;)}}</span></code>: look in the HTTP request cookies of the served application</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{{header(&quot;USER&quot;)}}</span></code>: look in the HTTP request headers of the served application</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{{oauth(&quot;USER&quot;)}}</span></code>: look in the OAuth user token</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">{{USER}}</span></code>: Arguments passed in using <code class="docutils literal notranslate"><span class="pre">--template-vars=&quot;{'USER':</span> <span class="pre">'lumen_user'}&quot;</span></code> when using <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">serve</span></code> on the commandline.</p></li>
+</ul>
+<p>For more on templating, check out the <a class="reference internal" href="#../how_to/variables_and_references"><span class="xref myst">How to use variables and references</span></a> guide.</p>
+</section>
+<section id="authentication">
+<h3>Authentication<a class="headerlink" href="#authentication" title="Link to this heading">#</a></h3>
+<p>The <a class="reference internal" href="#lumen.dashboard.Auth"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">auth</span></code></span></a> field may provide a dictionary of any number of fields which are validated against the user information provided the the Auth provider, which is made available by Panel in the <code class="docutils literal notranslate"><span class="pre">panel.state.user_info</span></code> dictionary. To discover how to configure an Auth provider with Panel/Lumen see the <a class="reference external" href="https://panel.holoviz.org/user_guide/Authentication.html">Panel documentation</a>.</p>
+<p>As an example the GitHub OAuth provider returns the login of the user that is visiting the dashboard. If we add the following field to the yaml:</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">auth</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">login</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">philippjfr</span><span class="p p-Indicator">]</span>
+</pre></div>
+</div>
+<p>Lumen will check the current user <code class="docutils literal notranslate"><span class="pre">login</span></code> against all user logins listed here. For a more generic Auth mechanism many Auth providers, such as Okta, make it possible to configure a list of groups a user belongs to in which case you could list the allowed groups in the auth field.</p>
+<p>For more on Authentication, check out the <code class="docutils literal notranslate"><span class="pre">How</span> <span class="pre">to</span> <span class="pre">set</span> <span class="pre">up</span> <span class="pre">authentication</span></code> guide.</p>
+</section>
+</section>
+<section id="where-to-go-from-here">
+<h2>Where to go from here?<a class="headerlink" href="#where-to-go-from-here" title="Link to this heading">#</a></h2>
+<p>As mentioned at top of this page, you should now start building your own dashboards. As you build, consult the relevant <code class="docutils literal notranslate"><span class="pre">How-to</span></code> guides or <code class="docutils literal notranslate"><span class="pre">Reference</span></code> pages, as needed. At any point, if you want deeper discussion of Lumen to solidify your understanding, take a look at the <code class="docutils literal notranslate"><span class="pre">Background</span></code> section.</p>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
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+<h1>Getting Started<a class="headerlink" href="#getting-started" title="Link to this heading">#</a></h1>
+<p>This <em>Getting Started</em> guide will go through the installation of Lumen, how to build an app, and describe the core concepts.</p>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
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+<p class="sd-card-text">Install Lumen in a few easy steps</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="installation.html"><span class="doc"> Installation</span></a></div>
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+<svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-zap sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M15.716 1.329a1.341 1.341 0 0 1 2.109 1.55L15.147 9h4.161c1.623 0 2.372 2.016 1.143 3.075L8.102 22.721a1.148 1.148 0 0 1-1.81-1.317L8.996 15H4.674c-1.619 0-2.37-2.008-1.148-3.07l12.19-10.6Zm.452 1.595L4.51 13.061a.25.25 0 0 0 .164.439h5.45a.749.749 0 0 1 .692 1.041l-2.559 6.066 11.215-9.668a.25.25 0 0 0-.164-.439H14a.75.75 0 0 1-.687-1.05Z"></path></svg> Exploration with Lumen AI</div>
+<p class="sd-card-text">How to explore your data with Lumen AI.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="lumen_ai.html"><span class="doc"> Exploring Data with Lumen AI</span></a></div>
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+<svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-tools sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M7.875 2.292a.114.114 0 0 0-.032.018A7.239 7.239 0 0 0 4.75 8.25a7.248 7.248 0 0 0 3.654 6.297c.57.327.982.955.941 1.682v.002l-.317 6.058a.75.75 0 1 1-1.498-.078l.317-6.062v-.004c.006-.09-.047-.215-.188-.296A8.749 8.749 0 0 1 3.25 8.25a8.738 8.738 0 0 1 3.732-7.169 1.547 1.547 0 0 1 1.709-.064c.484.292.809.835.809 1.46v4.714a.25.25 0 0 0 .119.213l2.25 1.385c.08.05.182.05.262 0l2.25-1.385a.25.25 0 0 0 .119-.213V2.478c0-.626.325-1.169.81-1.461a1.547 1.547 0 0 1 1.708.064 8.741 8.741 0 0 1 3.732 7.17 8.747 8.747 0 0 1-4.41 7.598c-.14.081-.193.206-.188.296v.004l.318 6.062a.75.75 0 1 1-1.498.078l-.317-6.058v-.002c-.041-.727.37-1.355.94-1.682A7.247 7.247 0 0 0 19.25 8.25a7.239 7.239 0 0 0-3.093-5.94.114.114 0 0 0-.032-.018l-.01-.001c-.003 0-.014 0-.031.01-.036.022-.084.079-.084.177V7.19c0 .608-.315 1.172-.833 1.49l-2.25 1.385a1.75 1.75 0 0 1-1.834 0l-2.25-1.384A1.752 1.752 0 0 1 8 7.192V2.477c0-.098-.048-.155-.084-.176a.068.068 0 0 0-.031-.011l-.01.001Z"></path></svg> Build a dashboard</div>
+<p class="sd-card-text">How to build a Lumen dashboard</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="build_dashboard.html"><span class="doc"> Build a dashboard</span></a></div>
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+<svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-mortar-board sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M12.292 2.06v-.001l11.25 4.75a.749.749 0 0 1 0 1.382L19 10.108V15a.75.75 0 0 1-.11.391h-.001a2.84 2.84 0 0 1-.392.482c-.249.256-.625.58-1.163.896-1.08.638-2.776 1.23-5.334 1.23-.673 0-1.286-.041-1.846-.113a.75.75 0 0 1 .192-1.487c.492.063 1.042.1 1.654.1 2.317 0 3.746-.533 4.572-1.021.31-.178.596-.397.849-.65l.079-.085V10.74l-5.208 2.2a.75.75 0 0 1-.584 0L5.75 10.424v3.17c.502.129.96.391 1.327.758.579.578.923 1.41.923 2.428v4.5a.761.761 0 0 1-.345.634 2.157 2.157 0 0 1-.21.117 3.923 3.923 0 0 1-.52.213A6.121 6.121 0 0 1 5 22.532a6.092 6.092 0 0 1-1.925-.288 4.065 4.065 0 0 1-.52-.213 1.816 1.816 0 0 1-.22-.124.757.757 0 0 1-.335-.624v-4.5c0-1.02.344-1.85.923-2.43a2.904 2.904 0 0 1 1.327-.757V9.793L.458 8.19a.75.75 0 0 1 0-1.38l11.25-4.75a.75.75 0 0 1 .584 0ZM12 11.436 21.322 7.5 12 3.564 2.678 7.5ZM5 15c-.377 0-.745.141-1.017.413-.265.265-.483.7-.483 1.368v4.022c.299.105.797.228 1.5.228s1.201-.123 1.5-.228V16.78c0-.669-.218-1.103-.483-1.368A1.433 1.433 0 0 0 5 15Z"></path></svg> Core concepts</div>
+<p class="sd-card-text">Get an overview of the core concepts of Lumen</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="core_concepts.html"><span class="doc"> Core Concepts</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
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+<svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-git-commit sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M16.944 11h4.306a.75.75 0 0 1 0 1.5h-4.306a5.001 5.001 0 0 1-9.888 0H2.75a.75.75 0 0 1 0-1.5h4.306a5.001 5.001 0 0 1 9.888 0Zm-1.444.75a3.5 3.5 0 1 0-7 0 3.5 3.5 0 0 0 7 0Z"></path></svg> Pipelines</div>
+<p class="sd-card-text">Get an overview of the core concepts of Lumen</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="pipelines.html"><span class="doc"> Building a data pipeline</span></a></div>
+</div>
+</div>
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new file mode 100644
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+<h1><svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-desktop-download sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M11.25 9.331V.75a.75.75 0 0 1 1.5 0v8.58l1.949-2.11A.75.75 0 1 1 15.8 8.237l-3.25 3.52a.75.75 0 0 1-1.102 0l-3.25-3.52A.75.75 0 1 1 9.3 7.22l1.949 2.111Z"></path><path d="M2.5 3.75v11.5c0 .138.112.25.25.25h18.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25h-5.5a.75.75 0 0 1 0-1.5h5.5c.966 0 1.75.784 1.75 1.75v11.5A1.75 1.75 0 0 1 21.25 17h-6.204c.171 1.375.805 2.652 1.769 3.757A.752.752 0 0 1 16.25 22h-8.5a.75.75 0 0 1-.566-1.243c.965-1.105 1.599-2.382 1.77-3.757H2.75A1.75 1.75 0 0 1 1 15.25V3.75C1 2.784 1.784 2 2.75 2h5.5a.75.75 0 0 1 0 1.5h-5.5a.25.25 0 0 0-.25.25ZM10.463 17c-.126 1.266-.564 2.445-1.223 3.5h5.52c-.66-1.055-1.098-2.234-1.223-3.5Z"></path></svg> Installation<a class="headerlink" href="#installation" title="Link to this heading">#</a></h1>
+<section id="setup">
+<h2>Setup<a class="headerlink" href="#setup" title="Link to this heading">#</a></h2>
+<p>Lumen works with Python 3 on Linux, Windows, and Mac.</p>
+<p>The recommended way to install Lumen is using the <a class="reference external" href="https://docs.conda.io/projects/conda/en/latest/index.html">conda</a> command that is included in the installation of <a class="reference external" href="https://conda.io/projects/conda/en/latest/user-guide/install/index.html">Anaconda or Miniconda</a>. To help you choose between Anaconda and Miniconda, review <a class="reference external" href="https://docs.conda.io/projects/conda/en/latest/user-guide/install/download.html#anaconda-or-miniconda">this page</a>. Completing the installation for either Anaconda or Miniconda will also install Python.</p>
+<p>If you are not installing Anaconda or Miniconda, you can download Python directly from <a class="reference external" href="https://www.python.org/downloads/">Python.org</a>. In this case, you can install Lumen using <a class="reference external" href="https://pip.pypa.io/en/stable/">pip</a>, which comes with Python.</p>
+</section>
+<section id="installing-lumen">
+<h2>Installing Lumen<a class="headerlink" href="#installing-lumen" title="Link to this heading">#</a></h2>
+<ol class="arabic simple">
+<li><p>Open up a terminal (Powershell if you are on Windows).</p></li>
+<li><p>Run the following command, which will install Lumen with all its dependencies.</p></li>
+<li><p>When the command finishes, run <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">--version</span></code> in the terminal and check that the version is 0.7.0b4.</p>
+<ul class="simple">
+<li><p>If this is not the case, you are not running the latest version, which may cause problems.</p></li>
+</ul>
+</li>
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+<div class="sd-tab-set docutils">
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+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>install<span class="w"> </span>-c<span class="w"> </span>pyviz<span class="w"> </span>-c<span class="w"> </span>conda-forge<span class="w"> </span>lumen<span class="w"> </span>-y
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+pip</label><div class="sd-tab-content docutils">
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>lumen
+</pre></div>
+</div>
+</div>
+</div>
+<p>To use Lumen AI, you need to install additional dependencies in addition to the core dependencies. You can do this by running:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span><span class="s1">&#39;lumen[ai]&#39;</span>
+</pre></div>
+</div>
+<p>If you want to use a specific LLM provider, you can specify the provider name as a hyphenated suffix:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span><span class="s1">&#39;lumen[ai-openai]&#39;</span>
+pip<span class="w"> </span>install<span class="w"> </span><span class="s1">&#39;lumen[ai-mistralai]&#39;</span>
+pip<span class="w"> </span>install<span class="w"> </span><span class="s1">&#39;lumen[ai-anthropic]&#39;</span>
+</pre></div>
+</div>
+<p>For models that run locally on your machine and offline (after downloading and caching):</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span><span class="s1">&#39;lumen[ai-llama]&#39;</span>
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+  <section id="exploring-data-with-lumen-ai">
+<h1><svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-zap sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M15.716 1.329a1.341 1.341 0 0 1 2.109 1.55L15.147 9h4.161c1.623 0 2.372 2.016 1.143 3.075L8.102 22.721a1.148 1.148 0 0 1-1.81-1.317L8.996 15H4.674c-1.619 0-2.37-2.008-1.148-3.07l12.19-10.6Zm.452 1.595L4.51 13.061a.25.25 0 0 0 .164.439h5.45a.749.749 0 0 1 .692 1.041l-2.559 6.066 11.215-9.668a.25.25 0 0 0-.164-.439H14a.75.75 0 0 1-.687-1.05Z"></path></svg> Exploring Data with Lumen AI<a class="headerlink" href="#exploring-data-with-lumen-ai" title="Link to this heading">#</a></h1>
+<p>Powered by state-of-the-art large language models (LLMs), Lumen AI lets users chat with their tabular datasets, allowing users to explore and analyze their data without the need for complex programming or technical expertise.</p>
+<section id="python-script">
+<h2>Python Script<a class="headerlink" href="#python-script" title="Link to this heading">#</a></h2>
+<p>To get started with Lumen AI, copy and paste the following into a file, like <code class="docutils literal notranslate"><span class="pre">app.py</span></code>:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">lumen.ai</span> <span class="k">as</span> <span class="nn">lmai</span>
+
+<span class="n">ui</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">ExplorerUI</span><span class="p">()</span>
+<span class="n">ui</span><span class="o">.</span><span class="n">servable</span><span class="p">()</span>
+</pre></div>
+</div>
+<p>Then, launch it by calling:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>panel<span class="w"> </span>serve<span class="w"> </span>app.py
+</pre></div>
+</div>
+<p>This will serve the app on <code class="docutils literal notranslate"><span class="pre">localhost:5006</span></code>, where users can upload their datasets interactively and chat about them.</p>
+</section>
+<section id="command-line-interface">
+<h2>Command Line Interface<a class="headerlink" href="#command-line-interface" title="Link to this heading">#</a></h2>
+<p>Alternatively, users can also launch the Lumen AI chat interface through the command line interface (CLI) by calling:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen-ai<span class="w"> </span>serve
+</pre></div>
+</div>
+</section>
+<section id="features">
+<h2>Features<a class="headerlink" href="#features" title="Link to this heading">#</a></h2>
+<section id="llm-providers">
+<h3>LLM Providers<a class="headerlink" href="#llm-providers" title="Link to this heading">#</a></h3>
+<p>Lumen AI supports multiple Large Language Model (LLM) providers to ensure flexibility and access to the best models available, or specific models that are available to the user.</p>
+<p>The following are provided:</p>
+<ul class="simple">
+<li><p><strong>OpenAI</strong> requires <code class="docutils literal notranslate"><span class="pre">openai</span></code>. The <code class="docutils literal notranslate"><span class="pre">api_key</span></code> defaults to the environment variable <code class="docutils literal notranslate"><span class="pre">OPENAI_API_KEY</span></code> if available and the <code class="docutils literal notranslate"><span class="pre">model</span></code> defaults to <code class="docutils literal notranslate"><span class="pre">gpt-4o-mini</span></code>.</p></li>
+<li><p><strong>MistralAI</strong> requires <code class="docutils literal notranslate"><span class="pre">mistralai</span></code>. The <code class="docutils literal notranslate"><span class="pre">api_key</span></code> defaults to the environment variable <code class="docutils literal notranslate"><span class="pre">MISTRAL_API_KEY</span></code> if available and the <code class="docutils literal notranslate"><span class="pre">model</span></code> defaults to <code class="docutils literal notranslate"><span class="pre">mistral-large-latest</span></code>.</p></li>
+<li><p><strong>Anthropic</strong> requires <code class="docutils literal notranslate"><span class="pre">anthropic</span></code>. The <code class="docutils literal notranslate"><span class="pre">api_key</span></code> defaults to the environment variable <code class="docutils literal notranslate"><span class="pre">ANTHROPIC_API_KEY</span></code> if available and the <code class="docutils literal notranslate"><span class="pre">model</span></code> defaults to <code class="docutils literal notranslate"><span class="pre">claude-3-5-sonnet-20240620</span></code>.</p></li>
+<li><p><strong>Llama</strong> requires <code class="docutils literal notranslate"><span class="pre">llama-cpp-python</span></code>,and <code class="docutils literal notranslate"><span class="pre">huggingface_hub</span></code>. The <code class="docutils literal notranslate"><span class="pre">model</span></code> defaults to <code class="docutils literal notranslate"><span class="pre">qwen2.5-coder-7b-instruct-q5_k_m.gguf</span></code>.</p></li>
+</ul>
+</section>
+<section id="agents">
+<h3>Agents<a class="headerlink" href="#agents" title="Link to this heading">#</a></h3>
+<p>Lumen AI is designed to be highly customizable and composable, allowing users to specify which agents to utilize for their tasks.</p>
+<p>The following agents are built-in:</p>
+<ul class="simple">
+<li><p><strong>ChatAgent</strong> provides high-level information about your datasets, including details about available tables, columns, and statistics, and can also provide suggestions on what to explore.</p></li>
+<li><p><strong>SourceAgent</strong> helps users upload and import their data sources so that the LLM has access to the desired datasets.</p></li>
+<li><p><strong>TableListAgent</strong> provides an overview of all the tables available to the LLM.</p></li>
+<li><p><strong>SQLAgent</strong> translates user’s natural language queries into SQL queries, returning a table view of the results.</p></li>
+<li><p><strong>hvPlotAgent</strong> creates interactive visualizations of the data and query results so users can continue dive into the visuals from various perspectives.</p></li>
+<li><p><strong>VegaLiteAgent</strong> generates visualizations ready to export–perfect for presentations and reports.</p></li>
+<li><p><strong>AnalysisAgent</strong> allows users to plug in their own custom analyses and views.</p></li>
+</ul>
+<p>In addition to these agents, users also have the flexibility to create their own custom agents, described in [#customization/agents].</p>
+</section>
+<section id="coordinator">
+<h3>Coordinator<a class="headerlink" href="#coordinator" title="Link to this heading">#</a></h3>
+<p>Lumen AI is managed by a <code class="docutils literal notranslate"><span class="pre">Coordinator</span></code> that orchestrates the actions of multiple agents to fulfill a user-defined query by generating an execution graph and executing each node along it.</p>
+<p>There are a few options available:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">DependencyResolver</span></code> chooses the agent to answer the user’s query and then recursively resolves all the information required for that agent until the answer is available.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Planner</span></code> develops a plan to solve the user’s query step-by-step and then executes it.</p></li>
+</ul>
+</section>
+</section>
+<section id="basic-customization">
+<h2>Basic Customization<a class="headerlink" href="#basic-customization" title="Link to this heading">#</a></h2>
+<p>The following components can be easily modified or replaced by simply setting a few keyword arguments.</p>
+<section id="data-sources">
+<h3>Data Sources<a class="headerlink" href="#data-sources" title="Link to this heading">#</a></h3>
+<p>In a script, you can initialize Lumen AI with specific datasets by injecting <code class="docutils literal notranslate"><span class="pre">current_source</span></code> into <code class="docutils literal notranslate"><span class="pre">lmai.memory</span></code>:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">lmai</span><span class="o">.</span><span class="n">memory</span><span class="p">[</span><span class="s2">&quot;current_source&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">DuckDBSource</span><span class="p">(</span>
+    <span class="n">tables</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;path/to/table.csv&quot;</span><span class="p">,</span> <span class="s2">&quot;dir/data.parquet&quot;</span><span class="p">]</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+<p>In the CLI, suffix the <code class="docutils literal notranslate"><span class="pre">lumen-ai</span> <span class="pre">serve</span></code> calls with file paths:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen-ai<span class="w"> </span>serve<span class="w"> </span>path/to/table.csv<span class="w"> </span>dir/data.parquet
+</pre></div>
+</div>
+<div class="success admonition">
+<p class="admonition-title">Tip</p>
+<p>Lumen AI currently supports CSV, Parquet, and JSON files.</p>
+</div>
+</section>
+<section id="id1">
+<h3>LLM Providers<a class="headerlink" href="#id1" title="Link to this heading">#</a></h3>
+<p>In a script, you can initialize the provider and pass it to the ExplorerUI class:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">llm</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">llm</span><span class="o">.</span><span class="n">OpenAI</span><span class="p">(</span><span class="n">model</span><span class="o">=</span><span class="s2">&quot;gpt-4o-mini&quot;</span><span class="p">)</span>
+<span class="n">ui</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">ExplorerUI</span><span class="p">(</span><span class="n">llm</span><span class="o">=</span><span class="n">llm</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>In the CLI, provide the <code class="docutils literal notranslate"><span class="pre">--llm</span></code> arg:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen-ai<span class="w"> </span>serve<span class="w"> </span>--llm<span class="w"> </span>openai
+</pre></div>
+</div>
+</section>
+<section id="id2">
+<h3>Agents<a class="headerlink" href="#id2" title="Link to this heading">#</a></h3>
+<p>By default, the <code class="docutils literal notranslate"><span class="pre">TableListAgent</span></code>, <code class="docutils literal notranslate"><span class="pre">ChatAgent</span></code>, <code class="docutils literal notranslate"><span class="pre">ChatDetailsAgent</span></code>, <code class="docutils literal notranslate"><span class="pre">SourceAgent</span></code>, <code class="docutils literal notranslate"><span class="pre">SQLAgent</span></code>, <code class="docutils literal notranslate"><span class="pre">VegaLiteAgent</span></code> are used in <code class="docutils literal notranslate"><span class="pre">default_agents</span></code>.</p>
+<p>In a script, to provide additional agents, pass them to the <code class="docutils literal notranslate"><span class="pre">ExplorerUI</span></code> class:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">agents</span> <span class="o">=</span> <span class="p">[</span><span class="n">lmai</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">hvPlotAgent</span><span class="p">]</span>
+<span class="n">ui</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">ExplorerUI</span><span class="p">(</span><span class="n">agents</span><span class="o">=</span><span class="n">agents</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>Or, to override the default list of agents:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">default_agents</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="n">lmai</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">TableListAgent</span><span class="p">,</span> <span class="n">lmai</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">ChatAgent</span><span class="p">,</span> <span class="n">lmai</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">SQLAgent</span><span class="p">,</span> <span class="n">lmai</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">hvPlotAgent</span>
+<span class="p">]</span>
+</pre></div>
+</div>
+<p>In the CLI, you can only provide additional agents by providing the <code class="docutils literal notranslate"><span class="pre">--agents</span></code> arg:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen-ai<span class="w"> </span>serve<span class="w"> </span>--agents<span class="w"> </span>TableListAgent<span class="w"> </span>chatagent<span class="w"> </span>Sql
+</pre></div>
+</div>
+<div class="success admonition">
+<p class="admonition-title">Tip</p>
+<p>Within the CLI, the names of the agents are case insensitive and the suffix <code class="docutils literal notranslate"><span class="pre">agent</span></code> can be dropped, e.g. <code class="docutils literal notranslate"><span class="pre">ChatAgent</span></code> can be specified as <code class="docutils literal notranslate"><span class="pre">chatagent</span></code>, <code class="docutils literal notranslate"><span class="pre">Chatagent</span></code>, and <code class="docutils literal notranslate"><span class="pre">Chat</span></code>.</p>
+</div>
+</section>
+<section id="prompts">
+<h3>Prompts<a class="headerlink" href="#prompts" title="Link to this heading">#</a></h3>
+<p>Each <code class="docutils literal notranslate"><span class="pre">Agent</span></code> is defined by a system prompt with modular components:</p>
+<ol class="arabic simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">instructions</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">context</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">embeddings</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">examples</span></code></p></li>
+</ol>
+</section>
+</section>
+<section id="advanced-customization">
+<h2>Advanced Customization<a class="headerlink" href="#advanced-customization" title="Link to this heading">#</a></h2>
+<p>The following components require a bit more effort, but offer greater flexibility and control. Users can customize these components by writing additional code.</p>
+<section id="analyses">
+<h3>Analyses<a class="headerlink" href="#analyses" title="Link to this heading">#</a></h3>
+<p>Sometimes, users may want to output views of fixed analyses that the LLMs may not be able to reproduce on its own.</p>
+<p>To achieve this, the user can write their own custom <code class="docutils literal notranslate"><span class="pre">Analysis</span></code> to perform custom actions tailored to a particular use case and/or domain.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">AnalysisAgent</span></code> will then invoke the custom <code class="docutils literal notranslate"><span class="pre">Analysis</span></code> when needed based on relevance to the user’s query and whether the current exploration’s dataset contains all the required <code class="docutils literal notranslate"><span class="pre">columns</span></code>.</p>
+<p>As a basic example, the user may be a meteorologist and want to perform a <code class="docutils literal notranslate"><span class="pre">WindAnalysis</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">param</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">lumen.ai</span> <span class="k">as</span> <span class="nn">lmai</span>
+<span class="kn">from</span> <span class="nn">lumen.layout</span> <span class="kn">import</span> <span class="n">Layout</span>
+<span class="kn">from</span> <span class="nn">lumen.transforms</span> <span class="kn">import</span> <span class="n">Transform</span>
+<span class="kn">from</span> <span class="nn">lumen.sources.duckdb</span> <span class="kn">import</span> <span class="n">DuckDBSource</span>
+<span class="kn">from</span> <span class="nn">lumen.views</span> <span class="kn">import</span> <span class="n">hvPlotView</span><span class="p">,</span> <span class="n">Table</span>
+
+
+<span class="k">class</span> <span class="nc">WindSpeedDirection</span><span class="p">(</span><span class="n">Transform</span><span class="p">):</span>
+
+    <span class="n">u_component</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">String</span><span class="p">(</span><span class="n">doc</span><span class="o">=</span><span class="s2">&quot;Column name of the zonal component&quot;</span><span class="p">)</span>
+
+    <span class="n">v_component</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">String</span><span class="p">(</span><span class="n">doc</span><span class="o">=</span><span class="s2">&quot;Column name of the meridional component&quot;</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">apply</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">df</span><span class="p">):</span>
+        <span class="c1"># Calculate wind speed</span>
+        <span class="n">df</span><span class="p">[</span><span class="s2">&quot;wind_speed&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span>
+            <span class="n">df</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">u_component</span><span class="p">]</span> <span class="o">**</span> <span class="mi">2</span> <span class="o">+</span> <span class="n">df</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">v_component</span><span class="p">]</span> <span class="o">**</span> <span class="mi">2</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Calculate wind direction in degrees (from north)</span>
+        <span class="n">df</span><span class="p">[</span><span class="s2">&quot;wind_direction&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">degrees</span><span class="p">(</span>
+            <span class="n">np</span><span class="o">.</span><span class="n">arctan2</span><span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">v_component</span><span class="p">],</span> <span class="n">df</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">u_component</span><span class="p">])</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Ensure wind direction is in the range [0, 360)</span>
+        <span class="n">df</span><span class="p">[</span><span class="s2">&quot;wind_direction&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;wind_direction&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="mi">360</span><span class="p">)</span> <span class="o">%</span> <span class="mi">360</span>
+        <span class="k">return</span> <span class="n">df</span>
+
+
+<span class="k">class</span> <span class="nc">WindAnalysis</span><span class="p">(</span><span class="n">lmai</span><span class="o">.</span><span class="n">Analysis</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Calculates the wind speed and direction from the u and v components of wind,</span>
+<span class="sd">    displaying both the table and meteogram.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">columns</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">List</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;time&quot;</span><span class="p">,</span> <span class="s2">&quot;u&quot;</span><span class="p">,</span> <span class="s2">&quot;v&quot;</span><span class="p">])</span>
+
+    <span class="k">def</span> <span class="fm">__call__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pipeline</span><span class="p">):</span>
+        <span class="n">wind_pipeline</span> <span class="o">=</span> <span class="n">pipeline</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">transforms</span><span class="o">=</span><span class="p">[</span><span class="n">WindSpeedDirection</span><span class="p">()])</span>
+        <span class="n">wind_speed_view</span> <span class="o">=</span> <span class="n">hvPlotView</span><span class="p">(</span>
+            <span class="n">pipeline</span><span class="o">=</span><span class="n">wind_pipeline</span><span class="p">,</span>
+            <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Wind Speed&quot;</span><span class="p">,</span>
+            <span class="n">x</span><span class="o">=</span><span class="s2">&quot;time&quot;</span><span class="p">,</span>
+            <span class="n">y</span><span class="o">=</span><span class="s2">&quot;wind_speed&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">wind_direction_view</span> <span class="o">=</span> <span class="n">hvPlotView</span><span class="p">(</span>
+            <span class="n">pipeline</span><span class="o">=</span><span class="n">wind_pipeline</span><span class="p">,</span>
+            <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Wind Speed&quot;</span><span class="p">,</span>
+            <span class="n">x</span><span class="o">=</span><span class="s2">&quot;time&quot;</span><span class="p">,</span>
+            <span class="n">y</span><span class="o">=</span><span class="s2">&quot;wind_speed&quot;</span><span class="p">,</span>
+            <span class="n">text</span><span class="o">=</span><span class="s2">&quot;wind_direction&quot;</span><span class="p">,</span>
+            <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;labels&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">wind_table</span> <span class="o">=</span> <span class="n">Table</span><span class="p">(</span><span class="n">wind_pipeline</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">Layout</span><span class="p">(</span>
+            <span class="n">views</span><span class="o">=</span><span class="p">[</span>
+                <span class="n">wind_speed_view</span><span class="p">,</span>
+                <span class="n">wind_direction_view</span><span class="p">,</span>
+                <span class="n">wind_table</span><span class="p">,</span>
+            <span class="p">],</span>
+            <span class="n">layout</span><span class="o">=</span><span class="p">[[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">2</span><span class="p">]],</span>
+        <span class="p">)</span>
+
+
+<span class="n">llm</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">llm</span><span class="o">.</span><span class="n">Llama</span><span class="p">()</span>
+<span class="n">uv_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span>
+    <span class="s2">&quot;time&quot;</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">date_range</span><span class="p">(</span><span class="s1">&#39;2024-11-11&#39;</span><span class="p">,</span> <span class="s1">&#39;2024-11-22&#39;</span><span class="p">),</span>
+    <span class="s2">&quot;u&quot;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">12</span><span class="p">),</span>
+    <span class="s2">&quot;v&quot;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">12</span><span class="p">)</span>
+<span class="p">})</span>
+<span class="n">source</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">memory</span><span class="p">[</span><span class="s2">&quot;current_source&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">DuckDBSource</span><span class="o">.</span><span class="n">from_df</span><span class="p">({</span><span class="s2">&quot;uv_df&quot;</span><span class="p">:</span> <span class="n">uv_df</span><span class="p">})</span>
+<span class="n">analysis_agent</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">agents</span><span class="o">.</span><span class="n">AnalysisAgent</span><span class="p">(</span><span class="n">analyses</span><span class="o">=</span><span class="p">[</span><span class="n">WindAnalysis</span><span class="p">])</span>
+<span class="n">ui</span> <span class="o">=</span> <span class="n">lmai</span><span class="o">.</span><span class="n">ExplorerUI</span><span class="p">(</span><span class="n">llm</span><span class="o">=</span><span class="n">llm</span><span class="p">,</span> <span class="n">agents</span><span class="o">=</span><span class="p">[</span><span class="n">analysis_agent</span><span class="p">])</span>
+<span class="n">ui</span><span class="o">.</span><span class="n">servable</span><span class="p">()</span>
+</pre></div>
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#python-script">Python Script</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#command-line-interface">Command Line Interface</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#features">Features</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#llm-providers">LLM Providers</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#agents">Agents</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#coordinator">Coordinator</a></li>
+</ul>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#basic-customization">Basic Customization</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#data-sources">Data Sources</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id1">LLM Providers</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id2">Agents</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#prompts">Prompts</a></li>
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diff --git a/getting_started/lumen_architecture.html b/getting_started/lumen_architecture.html
new file mode 100644
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+
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+                  
+  <section id="lumen-s-architecture">
+<h1>Lumen’s Architecture<a class="headerlink" href="#lumen-s-architecture" title="Link to this heading">#</a></h1>
+<p>The specification file used by <code class="docutils literal notranslate"><span class="pre">lumen</span></code> is a <a class="reference external" href="https://en.wikipedia.org/wiki/YAML">YAML</a> file. The specification can be divided into sections of data exploration and dashboard settings. As a rule of thumb, the data exploration sections are required for the dashboard, and dashboard settings are optional.</p>
+<section id="data-exploration">
+<h2>Data Exploration<a class="headerlink" href="#data-exploration" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">sources</span></code></div>
+<p class="sd-card-text">Where the app finds the data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#sources"><span>../user_guide/dashboard.html#sources</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">pipelines</span></code></div>
+<p class="sd-card-text">Manipulating the data with <code class="docutils literal notranslate"><span class="pre">filters</span></code> and <code class="docutils literal notranslate"><span class="pre">transforms</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#pipelines"><span>../user_guide/dashboard.html#pipelines</span></a></div>
+</div>
+</div>
+</div>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-1 sd-row-cols-lg-1 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">layouts</span></code></div>
+<p class="sd-card-text">The presentation of the manipulated data with <code class="docutils literal notranslate"><span class="pre">views</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#layouts"><span>../user_guide/dashboard.html#layouts</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="dashboard-settings">
+<h2>Dashboard Settings<a class="headerlink" href="#dashboard-settings" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">config</span></code></div>
+<p class="sd-card-text">Settings that are applied to the whole dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#config"><span>../user_guide/dashboard.html#config</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">defaults</span></code></div>
+<p class="sd-card-text">Overriding default parameters.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#defaults"><span>../user_guide/dashboard.html#defaults</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">variables</span></code></div>
+<p class="sd-card-text">Global variables that can be used throughout the YAML file.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#variables"><span>../user_guide/dashboard.html#variables</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<code class="docutils literal notranslate"><span class="pre">auth</span></code></div>
+<p class="sd-card-text">Authentication for the dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="../user_guide/dashboard.html#auth"><span>../user_guide/dashboard.html#auth</span></a></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
+
+                </article>
+              
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diff --git a/getting_started/pipelines.html b/getting_started/pipelines.html
new file mode 100644
index 00000000..84b8edcc
--- /dev/null
+++ b/getting_started/pipelines.html
@@ -0,0 +1,1087 @@
+
+<!DOCTYPE html>
+
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+<li class="toctree-l1 current active"><a class="current reference internal" href="#"><svg aria-hidden="true" class="sd-octicon sd-octicon-git-commit sd-mr-1" height="2.0em" version="1.1" viewbox="0 0 24 24" width="2.0em"><path d="M16.944 11h4.306a.75.75 0 0 1 0 1.5h-4.306a5.001 5.001 0 0 1-9.888 0H2.75a.75.75 0 0 1 0-1.5h4.306a5.001 5.001 0 0 1 9.888 0Zm-1.444.75a3.5 3.5 0 1 0-7 0 3.5 3.5 0 0 0 7 0Z"></path></svg> Building a data pipeline</a></li>
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+  <section id="building-a-data-pipeline">
+<h1><svg version="1.1" width="2.0em" height="2.0em" class="sd-octicon sd-octicon-git-commit sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M16.944 11h4.306a.75.75 0 0 1 0 1.5h-4.306a5.001 5.001 0 0 1-9.888 0H2.75a.75.75 0 0 1 0-1.5h4.306a5.001 5.001 0 0 1 9.888 0Zm-1.444.75a3.5 3.5 0 1 0-7 0 3.5 3.5 0 0 0 7 0Z"></path></svg> Building a data pipeline<a class="headerlink" href="#building-a-data-pipeline" title="Link to this heading">#</a></h1>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">lumen</span>
+<span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+
+<span class="n">pn</span><span class="o">.</span><span class="n">extension</span><span class="p">(</span><span class="s1">&#39;tabulator&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell0-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell0-py" class="pyodide-stderr" ></pre><p>Lumen dashboards are a powerful, declarative way to write data-driven applications and dashboards. However Lumen components also provide a powerful abstraction that can be leveraged independently of a full dashboard YAML specification. Specifically the <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> component offers an extremely powerful basis for building data transformations that can either be used to power analysis pipelines or to drive visual components we can render in a notebook or a custom Panel dashboard. In this section we will discover how to leverage pipelines in this way.</p>
+<p>First however we need to understand how Pipelines work, specifically the order in which operations are applied. In particular we need to distinguish between operations that are applied by the <code class="docutils literal notranslate"><span class="pre">Source</span></code> and operations that are applied to <strong>data</strong> returned by the <code class="docutils literal notranslate"><span class="pre">Source</span></code>. This is because various <code class="docutils literal notranslate"><span class="pre">Source</span></code> types support data queries and in the case of SQL based <code class="docutils literal notranslate"><span class="pre">Source</span></code> may also support arbitrary SQL transforms. This means that the <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> will first call the <code class="docutils literal notranslate"><span class="pre">Source.get</span></code> method with state of the <code class="docutils literal notranslate"><span class="pre">Filter</span></code> and <code class="docutils literal notranslate"><span class="pre">SQLTransform</span></code> components allowing the <code class="docutils literal notranslate"><span class="pre">Source</span></code> to optimize the filter queries and transforms and return the data, once the data is returned as a <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> the declared <code class="docutils literal notranslate"><span class="pre">Transform</span></code> stages will be applied in sequence.</p>
+<p><img alt="Pipeline Diagram" src="../_images/pipeline_diagram.png" /></p>
+<section id="declaring-a-pipeline">
+<h2>Declaring a pipeline<a class="headerlink" href="#declaring-a-pipeline" title="Link to this heading">#</a></h2>
+<p>Just like any other component in Lumen <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> components can be built using a declarative specification. Let us for example build a <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> that starts with a <code class="docutils literal notranslate"><span class="pre">FileSource</span></code> and applies a number of filters and transforms.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s1">&#39;https://datasets.holoviz.org/penguins/v1/penguins.csv&#39;</span>
+
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">({</span>
+    <span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;file&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;tables&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;penguins&#39;</span><span class="p">:</span> <span class="n">data_url</span>
+        <span class="p">}</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">[</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;species&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;island&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;sex&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;year&#39;</span><span class="p">}</span>
+    <span class="p">],</span>
+    <span class="s1">&#39;transforms&#39;</span><span class="p">:</span> <span class="p">[</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;aggregate&#39;</span><span class="p">,</span> <span class="s1">&#39;method&#39;</span><span class="p">:</span> <span class="s1">&#39;mean&#39;</span><span class="p">,</span> <span class="s1">&#39;by&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;species&#39;</span><span class="p">,</span> <span class="s1">&#39;sex&#39;</span><span class="p">,</span> <span class="s1">&#39;year&#39;</span><span class="p">]}</span>
+    <span class="p">]</span>
+<span class="p">})</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell1-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell1-py" class="pyodide-stderr" ></pre><p>Once declared we can inspect the current <code class="docutils literal notranslate"><span class="pre">data</span></code> easily:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span><span class="o">.</span><span class="n">data</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell2-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell2-py" class="pyodide-stderr" ></pre><div id="output-codecell2-py" class="pyodide-output embedded"><div class="pyodide-output-wrapper"><table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th></th>
+      <th></th>
+      <th>bill_length_mm</th>
+      <th>bill_depth_mm</th>
+      <th>flipper_length_mm</th>
+      <th>body_mass_g</th>
+    </tr>
+    <tr>
+      <th>species</th>
+      <th>sex</th>
+      <th>year</th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th rowspan="6" valign="top">Adelie</th>
+      <th rowspan="3" valign="top">female</th>
+      <th>2007</th>
+      <td>37.922727</td>
+      <td>18.127273</td>
+      <td>185.227273</td>
+      <td>3389.772727</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>36.516000</td>
+      <td>17.460000</td>
+      <td>188.440000</td>
+      <td>3386.000000</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>37.407692</td>
+      <td>17.350000</td>
+      <td>189.346154</td>
+      <td>3334.615385</td>
+    </tr>
+    <tr>
+      <th rowspan="3" valign="top">male</th>
+      <th>2007</th>
+      <td>39.950000</td>
+      <td>19.509091</td>
+      <td>188.181818</td>
+      <td>4038.636364</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>40.604000</td>
+      <td>18.924000</td>
+      <td>193.640000</td>
+      <td>4098.000000</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>40.557692</td>
+      <td>18.846154</td>
+      <td>194.807692</td>
+      <td>3995.192308</td>
+    </tr>
+    <tr>
+      <th rowspan="6" valign="top">Chinstrap</th>
+      <th rowspan="3" valign="top">female</th>
+      <th>2007</th>
+      <td>46.569231</td>
+      <td>17.838462</td>
+      <td>188.692308</td>
+      <td>3569.230769</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>46.000000</td>
+      <td>17.300000</td>
+      <td>192.666667</td>
+      <td>3472.222222</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>47.008333</td>
+      <td>17.533333</td>
+      <td>194.333333</td>
+      <td>3522.916667</td>
+    </tr>
+    <tr>
+      <th rowspan="3" valign="top">male</th>
+      <th>2007</th>
+      <td>50.876923</td>
+      <td>19.130769</td>
+      <td>196.153846</td>
+      <td>3819.230769</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>51.400000</td>
+      <td>19.600000</td>
+      <td>202.777778</td>
+      <td>4127.777778</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>51.100000</td>
+      <td>19.125000</td>
+      <td>201.833333</td>
+      <td>3927.083333</td>
+    </tr>
+    <tr>
+      <th rowspan="6" valign="top">Gentoo</th>
+      <th rowspan="3" valign="top">female</th>
+      <th>2007</th>
+      <td>45.062500</td>
+      <td>13.993750</td>
+      <td>211.062500</td>
+      <td>4618.750000</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>45.295455</td>
+      <td>14.131818</td>
+      <td>213.000000</td>
+      <td>4627.272727</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>46.260000</td>
+      <td>14.550000</td>
+      <td>213.700000</td>
+      <td>4786.250000</td>
+    </tr>
+    <tr>
+      <th rowspan="3" valign="top">male</th>
+      <th>2007</th>
+      <td>49.000000</td>
+      <td>15.364706</td>
+      <td>218.882353</td>
+      <td>5552.941176</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>48.539130</td>
+      <td>15.704348</td>
+      <td>222.086957</td>
+      <td>5410.869565</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>50.880952</td>
+      <td>16.019048</td>
+      <td>223.095238</td>
+      <td>5510.714286</td>
+    </tr>
+  </tbody>
+</table></div></div>
+<p>Note that a <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> updates dynamically if any <code class="docutils literal notranslate"><span class="pre">Source</span></code>, <code class="docutils literal notranslate"><span class="pre">Filter</span></code> or <code class="docutils literal notranslate"><span class="pre">Transform</span></code> is changed or updated. In the pipeline above we declared ‘widget’ filters which we can render by accessing the <code class="docutils literal notranslate"><span class="pre">control_panel</span></code> property. To view the dynamically updating data can instantiate a <code class="docutils literal notranslate"><span class="pre">lumen.views.Table</span></code> component. In a live notebook we will now get an interactive application letting us dynamically filter the data and view the result.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.views</span> <span class="kn">import</span> <span class="n">Table</span>
+
+<span class="n">pn</span><span class="o">.</span><span class="n">Row</span><span class="p">(</span><span class="n">pipeline</span><span class="o">.</span><span class="n">control_panel</span><span class="p">,</span> <span class="n">Table</span><span class="p">(</span><span class="n">pipeline</span><span class="o">=</span><span class="n">pipeline</span><span class="p">,</span> <span class="n">pagination</span><span class="o">=</span><span class="s1">&#39;remote&#39;</span><span class="p">))</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell3-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell3-py" class="pyodide-stderr" style="display: block;">Matplotlib is building the font cache; this may take a moment.
+</pre><div id="output-codecell3-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_3 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell3-py", "root_id": "p1002", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "Row", "id": "p1002", "attributes": {"name": "Row00380", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1006", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1021", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1004", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1005", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/native.css"}}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1003", "attributes": {"name": "Column00371", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1021"}, {"id": "p1004"}, {"id": "p1005"}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.markup.HTML", "id": "p1008", "attributes": {"css_classes": ["markdown"], "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1007", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css"}}, {"id": "p1004"}, {"id": "p1005"}], "margin": [5, 10], "align": "start", "text": "&lt;div style=&quot;font-size: 1.5em; font-weight: bold;&quot;&gt;Filters&lt;/div&gt;"}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1011", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1010", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css"}}, {"id": "p1004"}, {"id": "p1005"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Species", "options": ["Adelie", "Chinstrap", "Gentoo"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1014", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1010"}, {"id": "p1004"}, {"id": "p1005"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Island", "options": ["Biscoe", "Dream", "Torgersen"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1017", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1010"}, {"id": "p1004"}, {"id": "p1005"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Sex", "options": ["male", "female", "nan"]}}, {"type": "object", "name": "RangeSlider", "id": "p1019", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1004"}, {"id": "p1005"}], "margin": [5, 10], "align": "start", "title": "Year", "value": [2007, 2009], "start": 2007, "end": 2009}}]}}, {"type": "object", "name": "panel.models.layout.Column", "id": "p1022", "attributes": {"name": "Column00385", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1021"}, {"id": "p1004"}, {"id": "p1005"}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.tabulator.DataTabulator", "id": "p1067", "attributes": {"subscribed_events": {"type": "set", "entries": ["table-edit", "selection-change", "cell-click"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1025", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/font-awesome/css/all.min.css"}}, {"id": "p1004"}, {"id": "p1005"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1023", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/datatabulator/tabulator-tables@6.3.0/dist/css/tabulator_simple.min.css"}}], "margin": [5, 10], "align": "start", "configuration": {"type": "map", "entries": [["selectable", true], ["columns", [{"type": "map", "entries": [["field", "species"]]}, {"type": "map", "entries": [["field", "sex"]]}, {"type": "map", "entries": [["field", "year"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "bill_length_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "bill_depth_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "flipper_length_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "body_mass_g"], ["sorter", "number"]]}]], ["dataTree", false]]}, "columns": [{"type": "object", "name": "TableColumn", "id": "p1029", "attributes": {"field": "species", "title": "species", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1028", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "CellEditor", "id": "p1027"}}}, {"type": "object", "name": "TableColumn", "id": "p1035", "attributes": {"field": "sex", "title": "sex", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1034", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "CellEditor", "id": "p1033"}}}, {"type": "object", "name": "TableColumn", "id": "p1041", "attributes": {"field": "year", "title": "year", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1040", "attributes": {"text_align": {"type": "value", "value": "left"}}}, "editor": {"type": "object", "name": "CellEditor", "id": "p1039"}}}, {"type": "object", "name": "TableColumn", "id": "p1046", "attributes": {"field": "bill_length_mm", "title": "bill_length_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1045", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1044"}}}, {"type": "object", "name": "TableColumn", "id": "p1051", "attributes": {"field": "bill_depth_mm", "title": "bill_depth_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1050", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1049"}}}, {"type": "object", "name": "TableColumn", "id": "p1056", "attributes": {"field": "flipper_length_mm", "title": "flipper_length_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1055", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1054"}}}, {"type": "object", "name": "TableColumn", "id": "p1061", "attributes": {"field": "body_mass_g", "title": "body_mass_g", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1060", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1059"}}}], "editable": false, "indexes": ["species", "sex", "year"], "layout": "fit_data_table", "source": {"type": "object", "name": "ColumnDataSource", "id": "p1064", "attributes": {"selected": {"type": "object", "name": "Selection", "id": "p1065", "attributes": {"indices": [], "line_indices": []}}, "selection_policy": {"type": "object", "name": "UnionRenderers", "id": "p1066"}, "data": {"type": "map", "entries": [["index", {"type": "ndarray", "array": {"type": "bytes", "data": "AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAA"}, "shape": [18], "dtype": "int32", "order": "little"}], ["species", {"type": "ndarray", "array": ["Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Chinstrap", "Chinstrap", "Chinstrap", "Chinstrap", "Chinstrap", "Chinstrap", "Gentoo", "Gentoo", "Gentoo", "Gentoo", "Gentoo", "Gentoo"], "shape": [18], "dtype": "object", "order": "little"}], ["sex", {"type": "ndarray", "array": ["female", "female", "female", "male", "male", "male", "female", "female", "female", "male", "male", "male", "female", "female", "female", "male", "male", "male"], "shape": [18], "dtype": "object", "order": "little"}], ["year", {"type": "ndarray", "array": {"type": "bytes", "data": "1wcAANgHAADZBwAA1wcAANgHAADZBwAA1wcAANgHAADZBwAA1wcAANgHAADZBwAA1wcAANgHAADZBwAA1wcAANgHAADZBwAA"}, "shape": [18], "dtype": "int32", "order": "little"}], ["bill_length_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "1r5h7Rv2QkA1XrpJDEJCQEMv9EIvtEJAmZmZmZn5Q0BaZDvfT01EQHZiJ3ZiR0RAjtzIjdxIR0AAAAAAAABHQBERERERgUdABD/wAz9wSUA0MzMzM7NJQM3MzMzMjElAAAAAAACIRkBGF1100aVGQOJ6FK5HIUdAAAAAAACASEC11eA5AkVIQAzDMAzDcElA"}, "shape": [18], "dtype": "float64", "order": "little"}], ["bill_depth_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "IU8J8pQgMkD2KFyPwnUxQJqZmZmZWTFAgjwlyFOCM0AGgZVDi+wyQIqd2Imd2DJAaqVWaqXWMUDMzMzMzEwxQImIiIiIiDFAF3qhF3ohM0CamZmZmZkzQAAAAAAAIDNAzczMzMz8K0DD2jesfUMsQJqZmZmZGS1Aurq6urq6LkC2GjxHoGgvQE7gBE7gBDBA"}, "shape": [18], "dtype": "float64", "order": "little"}], ["flipper_length_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "F1100UUnZ0CuR+F6FI5nQLETO7ETq2dARhdddNGFZ0AUrkfhejRoQJ7YiZ3YWWhAYid2YieWZ0BVVVVVVRVoQKuqqqqqSmhAT+zETuyEaECO4ziO41hpQKuqqqqqOmlAAAAAAABiakAAAAAAAKBqQGZmZmZmtmpAPDw8PDxca0BkIQtZyMJrQDEMwzAM42tA"}, "shape": [18], "dtype": "float64", "order": "little"}], ["body_mass_g", {"type": "ndarray", "array": {"type": "bytes", "data": "L7rooot7qkAAAAAAAHSqQBQ7sRM7DapAF1100UWNr0AAAAAAAAKwQHZiJ3ZiNq9AJ3ZiJ3biq0DHcRzHcSCrQFVVVVXVhatAJ3ZiJ3bWrUAcx3Ecxx+wQKuqqqoqrq5AAAAAAMAKskAXXXTRRROyQAAAAABAsrJA8fDw8PCwtUBvetOb3iK1QNu2bdu2hrVA"}, "shape": [18], "dtype": "float64", "order": "little"}]]}}}, "cell_styles": {"type": "map", "entries": [["id", "32730051f7ce46eab0c7d154c0566bfe"], ["data", {"type": "map"}]]}, "pagination": "remote", "page": 1, "page_size": 20, "max_page": 1, "select_mode": true, "selectable_rows": null}}]}}]}}, {"type": "object", "name": "panel.models.location.Location", "id": "p1072", "attributes": {"name": "location", "reload": false}}], "defs": [{"type": "model", "name": "ReactiveHTML1"}, {"type": "model", "name": "FlexBox1", "properties": [{"name": "align_content", "kind": "Any", "default": "flex-start"}, {"name": "align_items", "kind": "Any", "default": "flex-start"}, {"name": "flex_direction", "kind": "Any", "default": "row"}, {"name": "flex_wrap", "kind": "Any", "default": "wrap"}, {"name": "gap", "kind": "Any", "default": ""}, {"name": "justify_content", "kind": "Any", "default": "flex-start"}]}, {"type": "model", "name": "FloatPanel1", "properties": [{"name": "config", "kind": "Any", "default": {"type": "map"}}, {"name": "contained", "kind": "Any", "default": true}, {"name": "position", "kind": "Any", "default": "right-top"}, {"name": "offsetx", "kind": "Any", "default": null}, {"name": "offsety", "kind": "Any", "default": null}, {"name": "theme", "kind": "Any", "default": "primary"}, {"name": "status", "kind": "Any", "default": "normalized"}]}, {"type": "model", "name": "GridStack1", "properties": [{"name": "mode", "kind": "Any", "default": "warn"}, {"name": "ncols", "kind": "Any", "default": null}, {"name": "nrows", "kind": "Any", "default": null}, {"name": "allow_resize", "kind": "Any", "default": true}, {"name": "allow_drag", "kind": "Any", "default": true}, {"name": "state", "kind": "Any", "default": []}]}, {"type": "model", "name": "drag1", "properties": [{"name": "slider_width", "kind": "Any", "default": 5}, {"name": "slider_color", "kind": "Any", "default": "black"}, {"name": "value", "kind": "Any", "default": 50}]}, {"type": "model", "name": "click1", "properties": [{"name": "terminal_output", "kind": "Any", "default": ""}, {"name": "debug_name", "kind": "Any", "default": ""}, {"name": "clears", "kind": "Any", "default": 0}]}, {"type": "model", "name": "FastWrapper1", "properties": [{"name": "object", "kind": "Any", "default": null}, {"name": "style", "kind": "Any", "default": null}]}, {"type": "model", "name": "NotificationAreaBase1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}]}, {"type": "model", "name": "NotificationArea1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "notifications", "kind": "Any", "default": []}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}, {"name": "types", "kind": "Any", "default": [{"type": "map", "entries": [["type", "warning"], ["background", "#ffc107"], ["icon", {"type": "map", "entries": [["className", "fas fa-exclamation-triangle"], ["tagName", "i"], ["color", "white"]]}]]}, {"type": "map", "entries": [["type", "info"], ["background", "#007bff"], ["icon", {"type": "map", "entries": [["className", "fas fa-info-circle"], ["tagName", "i"], ["color", "white"]]}]]}]}]}, {"type": "model", "name": "Notification", "properties": [{"name": "background", "kind": "Any", "default": null}, {"name": "duration", "kind": "Any", "default": 3000}, {"name": "icon", "kind": "Any", "default": null}, {"name": "message", "kind": "Any", "default": ""}, {"name": "notification_type", "kind": "Any", "default": null}, {"name": "_destroyed", "kind": "Any", "default": false}]}, {"type": "model", "name": "TemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "BootstrapTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "TemplateEditor1", "properties": [{"name": "layout", "kind": "Any", "default": []}]}, {"type": "model", "name": "MaterialTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "ReactiveESM1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "JSComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "ReactComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "AnyWidgetComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "request_value1", "properties": [{"name": "fill", "kind": "Any", "default": "none"}, {"name": "_synced", "kind": "Any", "default": null}, {"name": "_request_sync", "kind": "Any", "default": 0}]}, {"type": "model", "name": "DownloadButton1", "properties": [{"name": "color", "kind": "Any", "default": "grey"}, {"name": "data", "kind": "Any", "default": ""}, {"name": "filename", "kind": "Any", "default": ""}, {"name": "hide", "kind": "Any", "default": false}, {"name": "size", "kind": "Any", "default": 20}]}, {"type": "model", "name": "clicked1", "properties": [{"name": "disabled", "kind": "Any", "default": false}, {"name": "color", "kind": "Any", "default": null}, {"name": "icon", "kind": "Any", "default": null}, {"name": "size", "kind": "Any", "default": 12}]}, {"type": "model", "name": "HtmlPdfDownloadButton1", "properties": [{"name": "value", "kind": "Any", "default": ""}, {"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}]}, "version": "3.6.2"})
+                } else {
+                   setTimeout(embed_bokeh_3, 200)
+                }
+              };
+              embed_bokeh_3()
+            </script>
+            <p>Note that since a <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> is a Parameterized object we can pass the <code class="docutils literal notranslate"><span class="pre">data</span></code> parameter to a Panel component e.g. here we bind the data to a <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> pane:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">pn</span><span class="o">.</span><span class="n">Row</span><span class="p">(</span>
+    <span class="n">pipeline</span><span class="o">.</span><span class="n">control_panel</span><span class="p">,</span>
+    <span class="n">pn</span><span class="o">.</span><span class="n">pane</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">pipeline</span><span class="o">.</span><span class="n">param</span><span class="o">.</span><span class="n">data</span><span class="p">,</span> <span class="n">width</span><span class="o">=</span><span class="mi">800</span><span class="p">)</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell4-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell4-py" class="pyodide-stderr" ></pre><div id="output-codecell4-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_4 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell4-py", "root_id": "p1079", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "Row", "id": "p1079", "attributes": {"name": "Row00406", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1083", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1098", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1081", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1082", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/native.css"}}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1080", "attributes": {"name": "Column00397", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"id": "p1098"}, {"id": "p1081"}, {"id": "p1082"}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.markup.HTML", "id": "p1085", "attributes": {"css_classes": ["markdown"], "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1084", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css"}}, {"id": "p1081"}, {"id": "p1082"}], "margin": [5, 10], "align": "start", "text": "&lt;div style=&quot;font-size: 1.5em; font-weight: bold;&quot;&gt;Filters&lt;/div&gt;"}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1088", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1087", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css"}}, {"id": "p1081"}, {"id": "p1082"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Species", "options": ["Adelie", "Chinstrap", "Gentoo"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1091", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"id": "p1087"}, {"id": "p1081"}, {"id": "p1082"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Island", "options": ["Biscoe", "Dream", "Torgersen"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1094", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"id": "p1087"}, {"id": "p1081"}, {"id": "p1082"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Sex", "options": ["male", "female", "nan"]}}, {"type": "object", "name": "RangeSlider", "id": "p1096", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"id": "p1081"}, {"id": "p1082"}], "margin": [5, 10], "align": "start", "title": "Year", "value": [2007, 2009], "start": 2007, "end": 2009}}]}}, {"type": "object", "name": "panel.models.markup.HTML", "id": "p1101", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1083"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1100", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css"}}, {"id": "p1081"}, {"id": "p1082"}], "width": 800, "min_width": 800, "margin": [5, 10], "align": "start", "text": "&lt;table class=&quot;dataframe panel-df&quot;&gt;\n  &lt;thead&gt;\n    &lt;tr style=&quot;text-align: right;&quot;&gt;\n      &lt;th&gt;&lt;/th&gt;\n      &lt;th&gt;&lt;/th&gt;\n      &lt;th&gt;&lt;/th&gt;\n      &lt;th&gt;bill_length_mm&lt;/th&gt;\n      &lt;th&gt;bill_depth_mm&lt;/th&gt;\n      &lt;th&gt;flipper_length_mm&lt;/th&gt;\n      &lt;th&gt;body_mass_g&lt;/th&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;species&lt;/th&gt;\n      &lt;th&gt;sex&lt;/th&gt;\n      &lt;th&gt;year&lt;/th&gt;\n      &lt;th&gt;&lt;/th&gt;\n      &lt;th&gt;&lt;/th&gt;\n      &lt;th&gt;&lt;/th&gt;\n      &lt;th&gt;&lt;/th&gt;\n    &lt;/tr&gt;\n  &lt;/thead&gt;\n  &lt;tbody&gt;\n    &lt;tr&gt;\n      &lt;th rowspan=&quot;6&quot; valign=&quot;top&quot;&gt;Adelie&lt;/th&gt;\n      &lt;th rowspan=&quot;3&quot; valign=&quot;top&quot;&gt;female&lt;/th&gt;\n      &lt;th&gt;2007&lt;/th&gt;\n      &lt;td&gt;37.922727&lt;/td&gt;\n      &lt;td&gt;18.127273&lt;/td&gt;\n      &lt;td&gt;185.227273&lt;/td&gt;\n      &lt;td&gt;3389.772727&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2008&lt;/th&gt;\n      &lt;td&gt;36.516000&lt;/td&gt;\n      &lt;td&gt;17.460000&lt;/td&gt;\n      &lt;td&gt;188.440000&lt;/td&gt;\n      &lt;td&gt;3386.000000&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2009&lt;/th&gt;\n      &lt;td&gt;37.407692&lt;/td&gt;\n      &lt;td&gt;17.350000&lt;/td&gt;\n      &lt;td&gt;189.346154&lt;/td&gt;\n      &lt;td&gt;3334.615385&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th rowspan=&quot;3&quot; valign=&quot;top&quot;&gt;male&lt;/th&gt;\n      &lt;th&gt;2007&lt;/th&gt;\n      &lt;td&gt;39.950000&lt;/td&gt;\n      &lt;td&gt;19.509091&lt;/td&gt;\n      &lt;td&gt;188.181818&lt;/td&gt;\n      &lt;td&gt;4038.636364&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2008&lt;/th&gt;\n      &lt;td&gt;40.604000&lt;/td&gt;\n      &lt;td&gt;18.924000&lt;/td&gt;\n      &lt;td&gt;193.640000&lt;/td&gt;\n      &lt;td&gt;4098.000000&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2009&lt;/th&gt;\n      &lt;td&gt;40.557692&lt;/td&gt;\n      &lt;td&gt;18.846154&lt;/td&gt;\n      &lt;td&gt;194.807692&lt;/td&gt;\n      &lt;td&gt;3995.192308&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th rowspan=&quot;6&quot; valign=&quot;top&quot;&gt;Chinstrap&lt;/th&gt;\n      &lt;th rowspan=&quot;3&quot; valign=&quot;top&quot;&gt;female&lt;/th&gt;\n      &lt;th&gt;2007&lt;/th&gt;\n      &lt;td&gt;46.569231&lt;/td&gt;\n      &lt;td&gt;17.838462&lt;/td&gt;\n      &lt;td&gt;188.692308&lt;/td&gt;\n      &lt;td&gt;3569.230769&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2008&lt;/th&gt;\n      &lt;td&gt;46.000000&lt;/td&gt;\n      &lt;td&gt;17.300000&lt;/td&gt;\n      &lt;td&gt;192.666667&lt;/td&gt;\n      &lt;td&gt;3472.222222&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2009&lt;/th&gt;\n      &lt;td&gt;47.008333&lt;/td&gt;\n      &lt;td&gt;17.533333&lt;/td&gt;\n      &lt;td&gt;194.333333&lt;/td&gt;\n      &lt;td&gt;3522.916667&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th rowspan=&quot;3&quot; valign=&quot;top&quot;&gt;male&lt;/th&gt;\n      &lt;th&gt;2007&lt;/th&gt;\n      &lt;td&gt;50.876923&lt;/td&gt;\n      &lt;td&gt;19.130769&lt;/td&gt;\n      &lt;td&gt;196.153846&lt;/td&gt;\n      &lt;td&gt;3819.230769&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2008&lt;/th&gt;\n      &lt;td&gt;51.400000&lt;/td&gt;\n      &lt;td&gt;19.600000&lt;/td&gt;\n      &lt;td&gt;202.777778&lt;/td&gt;\n      &lt;td&gt;4127.777778&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2009&lt;/th&gt;\n      &lt;td&gt;51.100000&lt;/td&gt;\n      &lt;td&gt;19.125000&lt;/td&gt;\n      &lt;td&gt;201.833333&lt;/td&gt;\n      &lt;td&gt;3927.083333&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th rowspan=&quot;6&quot; valign=&quot;top&quot;&gt;Gentoo&lt;/th&gt;\n      &lt;th rowspan=&quot;3&quot; valign=&quot;top&quot;&gt;female&lt;/th&gt;\n      &lt;th&gt;2007&lt;/th&gt;\n      &lt;td&gt;45.062500&lt;/td&gt;\n      &lt;td&gt;13.993750&lt;/td&gt;\n      &lt;td&gt;211.062500&lt;/td&gt;\n      &lt;td&gt;4618.750000&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2008&lt;/th&gt;\n      &lt;td&gt;45.295455&lt;/td&gt;\n      &lt;td&gt;14.131818&lt;/td&gt;\n      &lt;td&gt;213.000000&lt;/td&gt;\n      &lt;td&gt;4627.272727&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2009&lt;/th&gt;\n      &lt;td&gt;46.260000&lt;/td&gt;\n      &lt;td&gt;14.550000&lt;/td&gt;\n      &lt;td&gt;213.700000&lt;/td&gt;\n      &lt;td&gt;4786.250000&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th rowspan=&quot;3&quot; valign=&quot;top&quot;&gt;male&lt;/th&gt;\n      &lt;th&gt;2007&lt;/th&gt;\n      &lt;td&gt;49.000000&lt;/td&gt;\n      &lt;td&gt;15.364706&lt;/td&gt;\n      &lt;td&gt;218.882353&lt;/td&gt;\n      &lt;td&gt;5552.941176&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2008&lt;/th&gt;\n      &lt;td&gt;48.539130&lt;/td&gt;\n      &lt;td&gt;15.704348&lt;/td&gt;\n      &lt;td&gt;222.086957&lt;/td&gt;\n      &lt;td&gt;5410.869565&lt;/td&gt;\n    &lt;/tr&gt;\n    &lt;tr&gt;\n      &lt;th&gt;2009&lt;/th&gt;\n      &lt;td&gt;50.880952&lt;/td&gt;\n      &lt;td&gt;16.019048&lt;/td&gt;\n      &lt;td&gt;223.095238&lt;/td&gt;\n      &lt;td&gt;5510.714286&lt;/td&gt;\n    &lt;/tr&gt;\n  &lt;/tbody&gt;\n&lt;/table&gt;", "disable_math": true}}]}}, {"type": "object", "name": "panel.models.location.Location", "id": "p1104", "attributes": {"name": "location", "reload": false}}], "defs": [{"type": "model", "name": "ReactiveHTML1"}, {"type": "model", "name": "FlexBox1", "properties": [{"name": "align_content", "kind": "Any", "default": "flex-start"}, {"name": "align_items", "kind": "Any", "default": "flex-start"}, {"name": "flex_direction", "kind": "Any", "default": "row"}, {"name": "flex_wrap", "kind": "Any", "default": "wrap"}, {"name": "gap", "kind": "Any", "default": ""}, {"name": "justify_content", "kind": "Any", "default": "flex-start"}]}, {"type": "model", "name": "FloatPanel1", "properties": [{"name": "config", "kind": "Any", "default": {"type": "map"}}, {"name": "contained", "kind": "Any", "default": true}, {"name": "position", "kind": "Any", "default": "right-top"}, {"name": "offsetx", "kind": "Any", "default": null}, {"name": "offsety", "kind": "Any", "default": null}, {"name": "theme", "kind": "Any", "default": "primary"}, {"name": "status", "kind": "Any", "default": "normalized"}]}, {"type": "model", "name": "GridStack1", "properties": [{"name": "mode", "kind": "Any", "default": "warn"}, {"name": "ncols", "kind": "Any", "default": null}, {"name": "nrows", "kind": "Any", "default": null}, {"name": "allow_resize", "kind": "Any", "default": true}, {"name": "allow_drag", "kind": "Any", "default": true}, {"name": "state", "kind": "Any", "default": []}]}, {"type": "model", "name": "drag1", "properties": [{"name": "slider_width", "kind": "Any", "default": 5}, {"name": "slider_color", "kind": "Any", "default": "black"}, {"name": "value", "kind": "Any", "default": 50}]}, {"type": "model", "name": "click1", "properties": [{"name": "terminal_output", "kind": "Any", "default": ""}, {"name": "debug_name", "kind": "Any", "default": ""}, {"name": "clears", "kind": "Any", "default": 0}]}, {"type": "model", "name": "FastWrapper1", "properties": [{"name": "object", "kind": "Any", "default": null}, {"name": "style", "kind": "Any", "default": null}]}, {"type": "model", "name": "NotificationAreaBase1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}]}, {"type": "model", "name": "NotificationArea1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": 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false}]}, {"type": "model", "name": "TemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "BootstrapTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "TemplateEditor1", "properties": [{"name": "layout", "kind": "Any", "default": []}]}, {"type": "model", "name": "MaterialTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "ReactiveESM1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "JSComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "ReactComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "AnyWidgetComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "request_value1", "properties": [{"name": "fill", "kind": "Any", "default": "none"}, {"name": "_synced", "kind": "Any", "default": null}, {"name": "_request_sync", "kind": "Any", "default": 0}]}, {"type": "model", "name": "DownloadButton1", "properties": [{"name": "color", "kind": "Any", "default": "grey"}, {"name": "data", "kind": "Any", "default": ""}, {"name": "filename", "kind": "Any", "default": ""}, {"name": "hide", "kind": "Any", "default": false}, {"name": "size", "kind": "Any", "default": 20}]}, {"type": "model", "name": "clicked1", "properties": [{"name": "disabled", "kind": "Any", "default": false}, {"name": "color", "kind": "Any", "default": null}, {"name": "icon", "kind": "Any", "default": null}, {"name": "size", "kind": "Any", "default": 12}]}, {"type": "model", "name": "HtmlPdfDownloadButton1", "properties": [{"name": "value", "kind": "Any", "default": ""}, {"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}]}, "version": "3.6.2"})
+                } else {
+                   setTimeout(embed_bokeh_4, 200)
+                }
+              };
+              embed_bokeh_4()
+            </script>
+            <section id="programmatically-building-pipelines">
+<h3>Programmatically building pipelines<a class="headerlink" href="#programmatically-building-pipelines" title="Link to this heading">#</a></h3>
+<p>A <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> does not have to be built using the declarative specification, instead we can programmatically build the same pipeline:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.sources</span> <span class="kn">import</span> <span class="n">FileSource</span>
+
+<span class="n">source</span> <span class="o">=</span> <span class="n">FileSource</span><span class="p">(</span><span class="n">tables</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;penguins&#39;</span><span class="p">:</span> <span class="n">data_url</span><span class="p">})</span>
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">source</span><span class="o">=</span><span class="n">source</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="s1">&#39;penguins&#39;</span><span class="p">)</span>
+
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;species&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;island&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;sex&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;year&#39;</span><span class="p">)</span>
+
+<span class="n">pipeline</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell5-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell5-py" class="pyodide-stderr" ></pre><div id="output-codecell5-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_5 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell5-py", "root_id": "p1105", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "Row", "id": "p1105", "attributes": {"name": "Row00665", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1109", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1124", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1107", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1108", "attributes": {"url": 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+                } else {
+                   setTimeout(embed_bokeh_5, 200)
+                }
+              };
+              embed_bokeh_5()
+            </script>
+            </section>
+</section>
+<section id="automatic-filters">
+<h2>Automatic filters<a class="headerlink" href="#automatic-filters" title="Link to this heading">#</a></h2>
+<p>By setting <code class="docutils literal notranslate"><span class="pre">filters='auto'</span></code> we can also have Lumen automatically generate filters for all available columns:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">Pipeline</span><span class="p">(</span><span class="n">source</span><span class="o">=</span><span class="n">source</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="s1">&#39;penguins&#39;</span><span class="p">,</span> <span class="n">filters</span><span class="o">=</span><span class="s1">&#39;auto&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell6-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell6-py" class="pyodide-stderr" ></pre><div id="output-codecell6-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_6 () {
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+                  await Bokeh.embed.embed_item({"target_id": "output-codecell6-py", "root_id": "p1187", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "Row", "id": "p1187", "attributes": {"name": "Row01156", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1191", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1214", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1189", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1190", "attributes": {"url": 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"id": "p1199", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1191"}, {"id": "p1195"}, {"id": "p1189"}, {"id": "p1190"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Island", "options": ["Biscoe", "Dream", "Torgersen"]}}, {"type": "object", "name": "RangeSlider", "id": "p1201", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1191"}, {"id": "p1189"}, {"id": "p1190"}], "margin": [5, 10], "align": "start", "title": "Bill_Length_Mm", "value": [32.1, 59.6], "start": 32.1, "end": 59.6, "step": 0.1}}, {"type": "object", "name": "RangeSlider", "id": "p1203", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1191"}, {"id": "p1189"}, {"id": "p1190"}], "margin": [5, 10], "align": "start", "title": "Bill_Depth_Mm", "value": [13.1, 21.5], "start": 13.1, "end": 21.5, "step": 0.1}}, {"type": "object", "name": "RangeSlider", "id": "p1205", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1191"}, {"id": "p1189"}, {"id": "p1190"}], "margin": [5, 10], "align": "start", "title": "Flipper_Length_Mm", "value": [172.0, 231.0], "start": 172.0, "end": 231.0, "step": 0.1}}, {"type": "object", "name": "RangeSlider", "id": "p1207", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  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"kind": "Any", "default": ""}, {"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}]}, "version": "3.6.2"})
+                } else {
+                   setTimeout(embed_bokeh_6, 200)
+                }
+              };
+              embed_bokeh_6()
+            </script>
+            <section id="chaining-pipelines">
+<h3>Chaining pipelines<a class="headerlink" href="#chaining-pipelines" title="Link to this heading">#</a></h3>
+<p>In some cases you will want to build branching pipelines, e.g. in an initial stage you filter the data and display it and in another stage you aggregate your data.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.transforms</span> <span class="kn">import</span> <span class="n">Aggregate</span>
+
+<span class="n">agg_pipeline</span> <span class="o">=</span> <span class="n">pipeline</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">transforms</span><span class="o">=</span><span class="p">[</span><span class="n">Aggregate</span><span class="p">(</span><span class="n">method</span><span class="o">=</span><span class="s1">&#39;mean&#39;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;species&#39;</span><span class="p">,</span> <span class="s1">&#39;year&#39;</span><span class="p">])])</span>
+
+<span class="n">agg_pipeline</span><span class="o">.</span><span class="n">data</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell7-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell7-py" class="pyodide-stderr" ></pre><div id="output-codecell7-py" class="pyodide-output embedded"><div class="pyodide-output-wrapper"><table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th></th>
+      <th>bill_length_mm</th>
+      <th>bill_depth_mm</th>
+      <th>flipper_length_mm</th>
+      <th>body_mass_g</th>
+    </tr>
+    <tr>
+      <th>species</th>
+      <th>year</th>
+      <th></th>
+      <th></th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th rowspan="3" valign="top">Adelie</th>
+      <th>2007</th>
+      <td>38.824490</td>
+      <td>18.767347</td>
+      <td>186.591837</td>
+      <td>3696.428571</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>38.560000</td>
+      <td>18.192000</td>
+      <td>191.040000</td>
+      <td>3742.000000</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>38.982692</td>
+      <td>18.098077</td>
+      <td>192.076923</td>
+      <td>3664.903846</td>
+    </tr>
+    <tr>
+      <th rowspan="3" valign="top">Chinstrap</th>
+      <th>2007</th>
+      <td>48.723077</td>
+      <td>18.484615</td>
+      <td>192.423077</td>
+      <td>3694.230769</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>48.700000</td>
+      <td>18.450000</td>
+      <td>197.722222</td>
+      <td>3800.000000</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>49.054167</td>
+      <td>18.329167</td>
+      <td>198.083333</td>
+      <td>3725.000000</td>
+    </tr>
+    <tr>
+      <th rowspan="3" valign="top">Gentoo</th>
+      <th>2007</th>
+      <td>47.014706</td>
+      <td>14.688235</td>
+      <td>215.117647</td>
+      <td>5070.588235</td>
+    </tr>
+    <tr>
+      <th>2008</th>
+      <td>46.936957</td>
+      <td>14.923913</td>
+      <td>217.565217</td>
+      <td>5019.565217</td>
+    </tr>
+    <tr>
+      <th>2009</th>
+      <td>48.500000</td>
+      <td>15.276744</td>
+      <td>218.418605</td>
+      <td>5140.697674</td>
+    </tr>
+  </tbody>
+</table></div></div>
+<p>By chaining the <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> we can share computations between different stages, i.e. the filtering step still occurs in the first stage.</p>
+</section>
+</section>
+<section id="building-a-dashboard">
+<h2>Building a dashboard<a class="headerlink" href="#building-a-dashboard" title="Link to this heading">#</a></h2>
+<p>One of the major benefits of the <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> architecture is that it allows Lumen components to be used outside of the context of a Lumen application. This makes it possible to build custom dashboards while still leveraging the power of all Lumen components. Let us compose a simple dashboard application driven by the pipeline we defined above.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.views</span> <span class="kn">import</span> <span class="n">hvPlotUIView</span>
+
+<span class="n">pn</span><span class="o">.</span><span class="n">Row</span><span class="p">(</span>
+    <span class="n">pipeline</span><span class="o">.</span><span class="n">control_panel</span><span class="o">.</span><span class="n">servable</span><span class="p">(</span><span class="n">area</span><span class="o">=</span><span class="s1">&#39;sidebar&#39;</span><span class="p">),</span>
+    <span class="n">pn</span><span class="o">.</span><span class="n">Tabs</span><span class="p">(</span>
+        <span class="p">(</span><span class="s1">&#39;Plot&#39;</span><span class="p">,</span> <span class="n">hvPlotUIView</span><span class="p">(</span><span class="n">pipeline</span><span class="o">=</span><span class="n">pipeline</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;scatter&#39;</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s1">&#39;bill_length_mm&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;bill_depth_mm&#39;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s1">&#39;species&#39;</span><span class="p">)),</span>
+        <span class="p">(</span><span class="s1">&#39;Table&#39;</span><span class="p">,</span> <span class="n">Table</span><span class="p">(</span><span class="n">pipeline</span><span class="o">=</span><span class="n">agg_pipeline</span><span class="p">))</span>
+    <span class="p">)</span><span class="o">.</span><span class="n">servable</span><span class="p">()</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell8-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell8-py" class="pyodide-stderr" style="display: block;">Traceback (most recent call last):
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/io/mime_render.py&quot;, line 167, in exec_with_return
+    out = eval(compile(_convert_expr(last_ast.body[0]), &quot;&lt;ast&gt;&quot;, &quot;eval&quot;), global_context)
+          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File &quot;&lt;ast&gt;&quot;, line 5, in &lt;module&gt;
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/layout/tabs.py&quot;, line 75, in __init__
+    super().__init__(*objects, **params)
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/layout/base.py&quot;, line 566, in __init__
+    params[&#x27;objects&#x27;], names = self._to_objects_and_names(items)
+                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/layout/base.py&quot;, line 588, in _to_objects_and_names
+    pane, name = self._to_object_and_name(item)
+                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/layout/base.py&quot;, line 581, in _to_object_and_name
+    pane = panel(item, name=name)
+           ^^^^^^^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/pane/base.py&quot;, line 80, in panel
+    return obj._create_view()
+           ^^^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/panel/viewable.py&quot;, line 1050, in _create_view
+    view = panel(self.__panel__())
+                 ^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/lumen/views/base.py&quot;, line 749, in __panel__
+    panel = self.get_panel()
+            ^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/lumen/views/base.py&quot;, line 759, in get_panel
+    return hvDataFrameExplorer(*args, **kwargs)
+           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/hvplot/ui.py&quot;, line 597, in __init__
+    self._controllers = {
+                        ^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/hvplot/ui.py&quot;, line 598, in &lt;dictcomp&gt;
+    cls.name.lower(): cls(df, explorer=self, **cparams)
+                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File &quot;/Users/runner/work/lumen/lumen/.pixi/envs/docs/lib/python3.11/site-packages/hvplot/ui.py&quot;, line 374, in __init__
+    raise ImportError(&#x27;GeoViews must be installed to enable the geographic options.&#x27;)
+ImportError: GeoViews must be installed to enable the geographic options.
+</pre></section>
+</section>
+
+
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#programmatically-building-pipelines">Programmatically building pipelines</a></li>
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+  <section id="how-to-define-callbacks">
+<h1>How to define callbacks<a class="headerlink" href="#how-to-define-callbacks" title="Link to this heading">#</a></h1>
+<p>Often times you want to perform custom actions when a session launches or ends or when a user interacts with a data pipeline. Since Lumen applications are specified as a declarative specification the easiest way to to do this is to define hooks.</p>
+<p>The <a class="reference internal" href="../../reference/Config.html#lumen.dashboard.Config" title="lumen.dashboard.Config"><span class="xref myst py py-class"><code class="docutils literal notranslate"><span class="pre">Config</span></code></span></a> object provides a number of hooks that can be defined:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">on_session_created</span></code>: Callback that fires when a user session is created.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">on_session_destroyed</span></code>: Callback that fires when a user session is destroyed.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">on_loaded</span></code>: Callback that fires when a user frontend session is fully loaded.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">on_error</span></code>: Callback that fires if an error occurs in a dashboard callback.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">on_update</span></code>: Callback that fires when a pipeline is updated.</p></li>
+</ul>
+<section id="reference-callbacks-in-external-module">
+<h2>Reference callbacks in external module<a class="headerlink" href="#reference-callbacks-in-external-module" title="Link to this heading">#</a></h2>
+<p>Since we have to specify callbacks as a reference to a specific module the function or method must be in an importable location. This can either be a reference to a function in an installed a package or a module shipped alongside the YAML file, e.g. if we declare a file called <code class="docutils literal notranslate"><span class="pre">callbacks.py</span></code>:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+
+<span class="k">def</span> <span class="nf">created</span><span class="p">():</span>
+   <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Session created for user </span><span class="si">{</span><span class="n">pn</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">user</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
+
+<span class="k">def</span> <span class="nf">updated</span><span class="p">(</span><span class="n">pipeline</span><span class="p">):</span>
+   <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Pipeline </span><span class="si">{</span><span class="n">pipeline</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s1"> was updated.&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>We can now reference these callbacks from the YAML:</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">on_session_created</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">callbacks.created</span>
+<span class="w">  </span><span class="nt">on_update</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">callbacks.updated</span>
+</pre></div>
+</div>
+</section>
+<section id="serializing-callbacks">
+<h2>Serializing callbacks<a class="headerlink" href="#serializing-callbacks" title="Link to this heading">#</a></h2>
+<p>The fact that the functions have to be importable also means that when defining the callbacks programmatically they can only be serialized if they were defined in an external module.</p>
+<p>As an example we cannot do something like this:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">lumen</span> <span class="k">as</span> <span class="nn">lm</span>
+
+<span class="k">def</span> <span class="nf">created</span><span class="p">():</span>
+   <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;Session created.&#39;</span><span class="p">)</span>
+
+<span class="n">lm</span><span class="o">.</span><span class="n">Config</span><span class="p">(</span><span class="n">on_session_created</span><span class="o">=</span><span class="n">created</span><span class="p">)</span><span class="o">.</span><span class="n">to_spec</span><span class="p">()</span>
+</pre></div>
+</div>
+<p>We must move the callback into a module that can be imported.</p>
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diff --git a/how_to/advanced/local_components.html b/how_to/advanced/local_components.html
new file mode 100644
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+<li class="toctree-l2"><a class="reference internal" href="../validation/validate.html">Validate Specification</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="../data_output/index.html">Data Output</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="../data_output/download_data.html">Enable Data Download</a></li>
+</ul>
+</details></li>
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+<li class="toctree-l2 current active"><a class="current reference internal" href="#">Access Custom Components</a></li>
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+<li class="toctree-l2"><a class="reference internal" href="variables_and_references.html">Reference Variables</a></li>
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+                <article class="bd-article">
+                  
+  <section id="access-custom-components">
+<h1>Access custom components<a class="headerlink" href="#access-custom-components" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide will show you how to access local files that build custom components.</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>While Lumen ships with a wide range of components, users may also define custom components in files which live alongside the YAML file. There are two approaches to reference these local custom components.</p>
+<p>The first approach is to save your custom components to files with specific names that Lumen will automatically import. With this approach, you can just refer to your components in the YAML specification using their simple string name (for example, <code class="docutils literal notranslate"><span class="pre">texteditor</span></code>).</p>
+<p>The second approach is to save your custom components to your own folder and filenames. With this approach, you can refer to your components using their module path (for example, <code class="docutils literal notranslate"><span class="pre">my_library.my_module.TextEditor</span></code>).</p>
+<p>In the custom component examples below, we will add a transform for <a class="reference external" href="https://en.wikipedia.org/wiki/Category:Stable_sorts">stable sorting</a>, and a view for a <a class="reference external" href="https://panel.holoviz.org/reference/widgets/TextEditor.html#widgets-gallery-texteditor">rich text editor</a>.</p>
+</section>
+<section id="approach-1-using-imported-files">
+<h2>Approach 1: Using imported files<a class="headerlink" href="#approach-1-using-imported-files" title="Link to this heading">#</a></h2>
+<p>Lumen will automatically import <code class="docutils literal notranslate"><span class="pre">filters.py</span></code>, <code class="docutils literal notranslate"><span class="pre">sources.py</span></code>, <code class="docutils literal notranslate"><span class="pre">transforms.py</span></code>, and <code class="docutils literal notranslate"><span class="pre">views.py</span></code> if these files exist alongside the YAML dashboard specification.</p>
+<p>For example, if you created a custom transform and a custom view, all you have to do is save the custom transform to <code class="docutils literal notranslate"><span class="pre">transforms.py</span></code> and the custom view to <code class="docutils literal notranslate"><span class="pre">views.py</span></code>, and then place them in the same directory as your YAML specification. Now you can reference these local components within your specification using their simple string name, and they will be applied when you launch your dashboard.</p>
+<p>Here are our example custom component files:</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-0">
+transforms.py</label><div class="sd-tab-content docutils">
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">param</span>
+<span class="kn">from</span> <span class="nn">lumen</span> <span class="kn">import</span> <span class="n">Transform</span>
+
+<span class="k">class</span> <span class="nc">StableSort</span><span class="p">(</span><span class="n">Transform</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Uses a stable sorting algorithm on one or more columns.</span>
+
+<span class="sd">    See `pandas.DataFrame.sort_values` with kind=&#39;stable&#39;</span>
+
+<span class="sd">    df.sort_values(&lt;by&gt;, ascending=&lt;ascending&gt;, kind=&#39;stable&#39;)</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">by</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">ListSelector</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="p">[],</span> <span class="n">doc</span><span class="o">=</span><span class="s2">&quot;&quot;&quot;</span>
+<span class="s2">       Columns or indexes to sort by.&quot;&quot;&quot;</span><span class="p">)</span>
+
+    <span class="n">ascending</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">ClassSelector</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">class_</span><span class="o">=</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">list</span><span class="p">),</span> <span class="n">doc</span><span class="o">=</span><span class="s2">&quot;&quot;&quot;</span>
+<span class="s2">       Sort ascending vs. descending. Specify list for multiple sort</span>
+<span class="s2">       orders. If this is a list of bools, must match the length of</span>
+<span class="s2">       the by.&quot;&quot;&quot;</span><span class="p">)</span>
+
+    <span class="n">transform_type</span> <span class="o">=</span> <span class="s1">&#39;stablesort&#39;</span>
+
+    <span class="n">_field_params</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;by&#39;</span><span class="p">]</span>
+
+    <span class="k">def</span> <span class="nf">apply</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">by</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ascending</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;stable&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-1">
+views.py</label><div class="sd-tab-content docutils">
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen</span> <span class="kn">import</span> <span class="n">View</span>
+<span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+
+<span class="k">class</span> <span class="nc">TextEditor</span><span class="p">(</span><span class="n">View</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Provides a rich text editor.</span>
+
+<span class="sd">    See https://panel.holoviz.org/reference/widgets/TextEditor.html#widgets-gallery-texteditor</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">view_type</span> <span class="o">=</span> <span class="s1">&#39;texteditor&#39;</span>
+
+    <span class="n">_extension</span> <span class="o">=</span> <span class="s1">&#39;texteditor&#39;</span>
+
+    <span class="k">def</span> <span class="nf">get_panel</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">pn</span><span class="o">.</span><span class="n">widgets</span><span class="o">.</span><span class="n">TextEditor</span><span class="p">(</span><span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_params</span><span class="p">())</span>
+
+    <span class="k">def</span> <span class="nf">_get_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="nb">dict</span><span class="p">(</span><span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">kwargs</span><span class="p">,</span> <span class="n">sizing_mode</span><span class="o">=</span><span class="s1">&#39;stretch_width&#39;</span><span class="p">,</span> <span class="n">placeholder</span><span class="o">=</span><span class="s1">&#39;Enter some text&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+<p>And here is our example YAML specification (dashboard.yaml) that references these local custom component files:</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Palmer Penguins</span>
+
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">my_module.StableSor</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">by</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">1</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">2</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">3</span><span class="p p-Indicator">]]</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">800</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">400</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">texteditor</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+</span></pre></div>
+</div>
+<p>Now launch the dashboard with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>dashboard.yaml<span class="w"> </span>--show
+</pre></div>
+</div>
+<p><img alt="" src="../../_images/local_components_app.png" /></p>
+</section>
+<section id="approach-2-using-module-paths">
+<h2>Approach 2: Using module paths<a class="headerlink" href="#approach-2-using-module-paths" title="Link to this heading">#</a></h2>
+<p>Lumen will import custom components from your own modules (folders and files) if referenced in the YAML specification using dot notation (for example, <code class="docutils literal notranslate"><span class="pre">my_library.my_module.TextEditor</span></code>). If using this approach, the root of the module path (for example, <code class="docutils literal notranslate"><span class="pre">my_library</span></code>) needs to be in the same folder as the YAML specification.</p>
+<p>Here is our example custom component file. In this case, we combined the components into one file, but they could have been in different module paths:</p>
+<p><strong>my_library/my_module.py</strong></p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">param</span>
+<span class="kn">from</span> <span class="nn">lumen</span> <span class="kn">import</span> <span class="n">Transform</span><span class="p">,</span> <span class="n">View</span>
+<span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+
+<span class="k">class</span> <span class="nc">StableSort</span><span class="p">(</span><span class="n">Transform</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Uses a stable sorting algorithm on one or more columns.</span>
+
+<span class="sd">    See `pandas.DataFrame.sort_values` with kind=&#39;stable&#39;</span>
+
+<span class="sd">    df.sort_values(&lt;by&gt;, ascending=&lt;ascending&gt;, kind=&#39;stable&#39;)</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">by</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">ListSelector</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="p">[],</span> <span class="n">doc</span><span class="o">=</span><span class="s2">&quot;&quot;&quot;</span>
+<span class="s2">       Columns or indexes to sort by.&quot;&quot;&quot;</span><span class="p">)</span>
+
+    <span class="n">ascending</span> <span class="o">=</span> <span class="n">param</span><span class="o">.</span><span class="n">ClassSelector</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">class_</span><span class="o">=</span><span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">list</span><span class="p">),</span> <span class="n">doc</span><span class="o">=</span><span class="s2">&quot;&quot;&quot;</span>
+<span class="s2">       Sort ascending vs. descending. Specify list for multiple sort</span>
+<span class="s2">       orders. If this is a list of bools, must match the length of</span>
+<span class="s2">       the by.&quot;&quot;&quot;</span><span class="p">)</span>
+
+    <span class="n">transform_type</span> <span class="o">=</span> <span class="s1">&#39;stablesort&#39;</span>
+
+    <span class="n">_field_params</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;by&#39;</span><span class="p">]</span>
+
+    <span class="k">def</span> <span class="nf">apply</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">table</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">by</span><span class="p">,</span> <span class="n">ascending</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">ascending</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;stable&#39;</span><span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">TextEditor</span><span class="p">(</span><span class="n">View</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">    Provides a rich text editor.</span>
+
+<span class="sd">    See https://panel.holoviz.org/reference/widgets/TextEditor.html#widgets-gallery-texteditor</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">view_type</span> <span class="o">=</span> <span class="s1">&#39;texteditor&#39;</span>
+
+    <span class="n">_extension</span> <span class="o">=</span> <span class="s1">&#39;texteditor&#39;</span>
+
+    <span class="k">def</span> <span class="nf">get_panel</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">pn</span><span class="o">.</span><span class="n">widgets</span><span class="o">.</span><span class="n">TextEditor</span><span class="p">(</span><span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">_get_params</span><span class="p">())</span>
+
+    <span class="k">def</span> <span class="nf">_get_params</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="nb">dict</span><span class="p">(</span><span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">kwargs</span><span class="p">,</span> <span class="n">sizing_mode</span><span class="o">=</span><span class="s1">&#39;stretch_width&#39;</span><span class="p">,</span> <span class="n">placeholder</span><span class="o">=</span><span class="s1">&#39;Enter some text&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>And here is our example YAML specification (dashboard.yaml) that references these local custom components:</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">config</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Palmer Penguins</span>
+
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">sex</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;sex&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;year&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">my_library.my_module.StableSort</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">by</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[[</span><span class="nv">0</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">1</span><span class="p p-Indicator">],</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">2</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="nv">3</span><span class="p p-Indicator">]]</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">800</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">x</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_depth_mm</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+<span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">400</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hist</span>
+<span class="w">        </span><span class="nt">y</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">bill_length_mm</span>
+<span class="w">        </span><span class="nt">responsive</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">true</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">my_library.my_module.TextEditor</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">250</span>
+</span></pre></div>
+</div>
+<p>Now launch the dashboard with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>dashboard.yaml<span class="w"> </span>--show
+</pre></div>
+</div>
+<p><img alt="" src="../../_images/local_components_app.png" /></p>
+</section>
+<section id="related-resources">
+<h2>Related Resources<a class="headerlink" href="#related-resources" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>See <a class="reference internal" href="index.html"><span class="std std-doc">how to</span></a> guides on building custom components</p></li>
+</ul>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
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+    <a class="left-prev"
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+                  
+  <section id="how-to-use-variables">
+<h1>How to use variables<a class="headerlink" href="#how-to-use-variables" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide shows you how to use one of the advanced features of Lumen: Variables.</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p><a class="reference internal" href="../../reference/variable/index.html#lumen.variables.base.Variable" title="lumen.variables.base.Variable"><span class="xref myst py py-class">Variables</span></a> are one of the most powerful features of Lumen. This guide will give you an overview of three different types of variables and how to reference them in the YAML specification.</p>
+</section>
+<section id="variables">
+<h2>Variables<a class="headerlink" href="#variables" title="Link to this heading">#</a></h2>
+<p><a class="reference internal" href="../../reference/variable/index.html#lumen.variables.base.Variable" title="lumen.variables.base.Variable"><span class="xref myst py py-class">Variables</span></a> give Lumen components a lot of flexibility. <a class="reference internal" href="../../reference/variable/index.html#lumen.variables.base.Variable" title="lumen.variables.base.Variable"><span class="xref myst py py-class">Variables</span></a> can be defined in multiple ways. The simplest way to define a variable is in the variables block. When a variable is defined, it can be referenced throughout the rest of the specification. This is done by using <code class="docutils literal notranslate"><span class="pre">$variables.NAME</span></code>, where <code class="docutils literal notranslate"><span class="pre">NAME</span></code> is the unique name of the variable.</p>
+<p>The data source is a remote dataset containing a <code class="docutils literal notranslate"><span class="pre">volume</span></code> column many magnitudes greater than the rest, making it impossible to see the other time series in the data. Removing <code class="docutils literal notranslate"><span class="pre">Volume</span></code> from the <code class="docutils literal notranslate"><span class="pre">columns</span></code> variable makes the other time series visible.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-0">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="hll"><span class="nt">variables</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">columns</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">MultiSelect</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">value</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">Open</span><span class="p p-Indicator">,</span><span class="nv">High</span><span class="p p-Indicator">,</span><span class="nv">Low</span><span class="p p-Indicator">,</span><span class="nv">Close</span><span class="p p-Indicator">,</span><span class="nv">Volume</span><span class="p p-Indicator">,</span><span class="nv">Adj Close</span><span class="p p-Indicator">]</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">options</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">Open</span><span class="p p-Indicator">,</span><span class="nv">High</span><span class="p p-Indicator">,</span><span class="nv">Low</span><span class="p p-Indicator">,</span><span class="nv">Close</span><span class="p p-Indicator">,</span><span class="nv">Volume</span><span class="p p-Indicator">,</span><span class="nv">Adj Close</span><span class="p p-Indicator">]</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">size</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">7</span>
+</span>
+<span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">stock_data</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">ticker</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://raw.githubusercontent.com/matplotlib/sample_data/master/aapl.csv</span>
+<span class="w">    </span><span class="nt">kwargs</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">index_col</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Date</span>
+<span class="w">      </span><span class="nt">parse_dates</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">Date</span><span class="p p-Indicator">]</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">ticker_pipe</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stock_data</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ticker</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="hll"><span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$variables.columns</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Plot</span>
+<span class="w">  </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ticker_pipe</span>
+<span class="w">  </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ticker</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-1">
+Preview - All columns</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../../_images/variable_all.png" /></p>
+</div>
+<input id="sd-tab-item-2" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-2">
+Preview - Selected columns</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../../_images/variable_selected.png" /></p>
+</div>
+</div>
+</section>
+<section id="sources-as-variables">
+<h2>Sources as variables<a class="headerlink" href="#sources-as-variables" title="Link to this heading">#</a></h2>
+<p><a class="reference internal" href="../../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a> components can also be used like a variable. There are three main ways to pass Source information by reference:</p>
+<ol class="arabic simple">
+<li><p>Passing the source itself by reference <code class="docutils literal notranslate"><span class="pre">$&lt;source_name&gt;</span></code></p></li>
+<li><p>Passing a table on the source by reference <code class="docutils literal notranslate"><span class="pre">$&lt;source_name&gt;.&lt;table_name&gt;</span></code></p></li>
+<li><p>Passing the unique values in a field by reference <code class="docutils literal notranslate"><span class="pre">$&lt;source_name&gt;.&lt;table_name&gt;.&lt;field_name&gt;</span></code></p></li>
+</ol>
+<p>Let us explore an example passing field values by reference. In the example below we define two sources:</p>
+<ol class="arabic simple">
+<li><p>The first is a CSV file with a single column containing different website URLs.</p></li>
+<li><p>The second is a live source that checks whether the URLs from the first source are alive or dead.</p></li>
+</ol>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-3" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-3">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">csv</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">files</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">websites.csv</span><span class="p p-Indicator">]</span>
+<span class="w">  </span><span class="nt">live</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">live</span>
+<span class="hll"><span class="w">    </span><span class="nt">urls</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">$csv.websites.url</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Status of websites</span>
+<span class="w">  </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">live</span>
+<span class="w">  </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-4" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-4">
+Preview</label><div class="sd-tab-content docutils">
+<p><img alt="" src="../../_images/source_variable.png" /></p>
+</div>
+<input id="sd-tab-item-5" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-5">
+websites.csv</label><div class="sd-tab-content docutils">
+<div class="highlight-csv notranslate"><div class="highlight"><pre><span></span>url
+https://google.com
+https://python.org
+https://anaconda.com
+not-alive
+</pre></div>
+</div>
+</div>
+</div>
+<p>The reference to the variable is built up as:</p>
+<ol class="arabic simple">
+<li><p>The name of the source to reference, <code class="docutils literal notranslate"><span class="pre">csv</span></code> in this case.</p></li>
+<li><p>The table’s name <code class="docutils literal notranslate"><span class="pre">websites</span></code>, which is the filename without an extension.</p></li>
+<li><p>Which column of the table to look at <code class="docutils literal notranslate"><span class="pre">url</span></code>.</p></li>
+<li><p>Combine the last three parts, and you get the following variable <code class="docutils literal notranslate"><span class="pre">$csv.websites.url</span></code>.</p></li>
+</ol>
+</section>
+<section id="external-variables-templating">
+<h2>External variables (templating)<a class="headerlink" href="#external-variables-templating" title="Link to this heading">#</a></h2>
+<p>The last way to reference variables is by using external variables. There are six ways to do this, all of which use <a class="reference external" href="https://palletsprojects.com/p/jinja/">Jinja2 templating</a> with the double curly brackets notation.</p>
+<div class="pst-scrollable-table-container"><table class="table">
+<thead>
+<tr class="row-odd"><th class="head"><p>Method</p></th>
+<th class="head"><p>How</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>Environment variable</p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">env(&quot;USER&quot;)</span> <span class="pre">}}</span></code></p></td>
+</tr>
+<tr class="row-odd"><td><p>Request cookies</p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">cookie(&quot;USER&quot;)</span> <span class="pre">}}</span></code></p></td>
+</tr>
+<tr class="row-even"><td><p>Request header</p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">header(&quot;USER&quot;)</span> <span class="pre">}}</span></code></p></td>
+</tr>
+<tr class="row-odd"><td><p>OAuth user token</p></td>
+<td><p><code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">oauth(&quot;USER&quot;)</span> <span class="pre">}}</span></code></p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<p>Furthermore, CLI arguments or shell commands can be used. See the sections below.</p>
+<section id="variables-with-the-command-line">
+<h3>Variables with the command line<a class="headerlink" href="#variables-with-the-command-line" title="Link to this heading">#</a></h3>
+<p>To pass CLI arguments <code class="docutils literal notranslate"><span class="pre">--template-vars</span></code> should be used with <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">serve</span></code>.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-6" name="sd-tab-set-2" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-6">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Hello my dear friend {{ USER }}</span>
+<span class="hll"><span class="w">  </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">source</span>
+</span><span class="w">  </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-7" name="sd-tab-set-2" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-7">
+Correct Preview</label><div class="sd-tab-content docutils">
+<p>Ran with <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">serve</span> <span class="pre">cli_example.yml</span> <span class="pre">--template-vars=&quot;{'USER':</span> <span class="pre">'lumen_user'}&quot;</span></code>
+<img alt="" src="../../_images/cli_good.png" /></p>
+</div>
+<input id="sd-tab-item-8" name="sd-tab-set-2" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-8">
+Faulty Preview</label><div class="sd-tab-content docutils">
+<p>Ran with <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">serve</span> <span class="pre">cli_example.yml</span></code>
+<img alt="" src="../../_images/cli_bad.png" /></p>
+</div>
+</div>
+</section>
+<section id="variables-with-a-shell-command">
+<h3>Variables with a shell command<a class="headerlink" href="#variables-with-a-shell-command" title="Link to this heading">#</a></h3>
+<p>The shell command is done by <code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">shell(COMMAND)</span> <span class="pre">}}</span></code> and then uses the output of the command.
+It is worth noting that the output will be trimmed of any trailing whitespace.
+As a simple example, <code class="docutils literal notranslate"><span class="pre">echo</span></code> can be used as the shell command.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-9" name="sd-tab-set-3" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-9">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">{{</span><span class="w"> </span><span class="nv">shell(&quot;echo hello from the shell&quot;)</span><span class="w"> </span><span class="p p-Indicator">}}</span>
+<span class="hll"><span class="w">  </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">source</span>
+</span><span class="w">  </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">      </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-10" name="sd-tab-set-3" type="radio">
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+<p><img alt="" src="../../_images/shell.png" /></p>
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+<div class="tip admonition">
+<p class="admonition-title">Should I use <code class="docutils literal notranslate"><span class="pre">$</span></code> or <code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">}}</span></code> for reference?</p>
+<p>Internal variables are referenced with a starting dollar sign <code class="docutils literal notranslate"><span class="pre">$</span></code>, whereas external references use double curly brackets before and after <code class="docutils literal notranslate"><span class="pre">{{</span> <span class="pre">}}</span></code>. External references are only resolved when the dashboard is initialized while internal variables can be resolved dynamically.</p>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#sources-as-variables">Sources as variables</a></li>
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+</ul>
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+      
+    </div>
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+              
+              
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+                <article class="bd-article">
+                  
+  <section id="how-to-use-cache">
+<h1>How to use cache<a class="headerlink" href="#how-to-use-cache" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide will show you how to locally cache data to speed up reloading from a remote <a class="reference internal" href="../../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a>.</p>
+</div>
+<section id="caching-file">
+<h2>Caching file<a class="headerlink" href="#caching-file" title="Link to this heading">#</a></h2>
+<p>When working with large data in a non-optional file format, creating a local cache can be advantageous to save time when reloading the data. Caching a <a class="reference internal" href="#lumen.source.base.Source"><span class="xref myst">Source</span></a> is done by using <code class="docutils literal notranslate"><span class="pre">cache_dir</span></code> followed by a directory. If the directory does not exist, it will be created. The data will be saved as <a class="reference external" href="https://www.databricks.com/glossary/what-is-parquet">parquet</a> files in the cache directory and the schema will be stored as a JSON file.</p>
+<p>Below is an example of caching a 370 MB file that consists of almost 12 million rows.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>The initial load can take a couple of minutes as the file needs to be downloaded and cached first.</p>
+</div>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-0">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">large_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="hll"><span class="w">    </span><span class="nt">cache_dir</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">cache</span>
+</span><span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">large_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://s3.amazonaws.com/datashader-data/nyc_taxi_wide.parq</span>
+<span class="w">    </span><span class="nt">kwargs</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">engine</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fastparquet</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">large_source</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">large_table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="python" for="sd-tab-item-1">
+Python</label><div class="sd-tab-content docutils">
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s2">&quot;https://s3.amazonaws.com/datashader-data/nyc_taxi_wide.parq&quot;</span>
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">(</span>
+    <span class="p">{</span>
+        <span class="s2">&quot;source&quot;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;file&quot;</span><span class="p">,</span>
+<span class="hll">            <span class="s2">&quot;cache_dir&quot;</span><span class="p">:</span> <span class="s2">&quot;cache&quot;</span><span class="p">,</span>
+</span>            <span class="s2">&quot;tables&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;large_table&quot;</span><span class="p">:</span> <span class="n">data_url</span><span class="p">},</span>
+            <span class="s2">&quot;kwargs&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;engine&quot;</span><span class="p">:</span> <span class="s2">&quot;fastparquet&quot;</span><span class="p">},</span>
+        <span class="p">},</span>
+    <span class="p">}</span>
+<span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">data</span>
+</pre></div>
+</div>
+</div>
+</div>
+<p>Depending on the source type data caching will cache the entire table or individual queries. Using the <code class="docutils literal notranslate"><span class="pre">cache_per_query</span></code> option you can toggle this behavior.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Lumen’s <a class="reference internal" href="#"><span class="xref myst">cache</span></a> can be added to all <a class="reference internal" href="#../../reference/source"><span class="xref myst">source types</span></a>.</p>
+</div>
+</section>
+<section id="precaching">
+<h2>Precaching<a class="headerlink" href="#precaching" title="Link to this heading">#</a></h2>
+<p>Sources that support caching per query can be made to pre-cache specific <a class="reference internal" href="../../reference/filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="xref myst py py-class">Filter</span></a> and <a class="reference internal" href="#lumen.transforms.sql.SQLTransform"><span class="xref myst">SQLTransform</span></a> combinations. To enable pre-caching you must initialize a <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> and then either programmatically request to populate the pre-cache OR supply the pre-cache configuration as part of the YAML specification.</p>
+<p>A pre-cache definitions can take one of two forms</p>
+<ul class="simple">
+<li><p>A dictionary containing ‘filters’ and ‘variables’ dictionaries each containing lists of values to compute a cross-product for, e.g.</p></li>
+</ul>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+    <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="o">&lt;</span><span class="nb">filter</span><span class="o">&gt;</span><span class="s1">&#39;: [&#39;</span><span class="n">a</span><span class="s1">&#39;, &#39;</span><span class="sa">b</span><span class="s1">&#39;, &#39;</span><span class="n">c</span><span class="s1">&#39;, ...],</span>
+        <span class="o">...</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;variables&#39;</span><span class="p">:</span>
+        <span class="o">&lt;</span><span class="n">variable</span><span class="o">&gt;</span><span class="p">:</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="o">...</span><span class="p">],</span>
+        <span class="o">...</span>
+    <span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+<ul class="simple">
+<li><p>A list containing dictionaries of explicit values for each filter and variables.</p></li>
+</ul>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="p">[</span>
+    <span class="p">{</span>
+        <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">{</span><span class="o">&lt;</span><span class="nb">filter</span><span class="o">&gt;</span><span class="p">:</span> <span class="s1">&#39;a&#39;</span><span class="p">},</span>
+        <span class="s1">&#39;variables&#39;</span><span class="p">:</span> <span class="p">{</span><span class="o">&lt;</span><span class="n">variable</span><span class="o">&gt;</span><span class="p">:</span> <span class="mi">0</span><span class="p">}</span>
+    <span class="p">},</span>
+    <span class="p">{</span>
+        <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">{</span><span class="o">&lt;</span><span class="nb">filter</span><span class="o">&gt;</span><span class="p">:</span> <span class="s1">&#39;a&#39;</span><span class="p">},</span>
+        <span class="s1">&#39;variables&#39;</span><span class="p">:</span> <span class="p">{</span><span class="o">&lt;</span><span class="n">variable</span><span class="o">&gt;</span><span class="p">:</span> <span class="mi">1</span><span class="p">}</span>
+    <span class="p">},</span>
+    <span class="o">...</span>
+<span class="p">]</span>
+</pre></div>
+</div>
+</section>
+</section>
+
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+                  
+  <section id="how-to-access-files">
+<h1>How to access files<a class="headerlink" href="#how-to-access-files" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide shows you how to use a local or remote file as a source for your dashboard.</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>Lumen can read from multiple <a class="reference internal" href="#lumen.source.base.Source"><span class="xref myst">data source types</span></a>.
+The <a class="reference internal" href="#lumen.source.base.FileSource"><span class="xref myst">FileSource</span></a> type supports reading from either local or remote files of various formats: CSV, XLSX, XLS, Parquet, and JSON.</p>
+</section>
+<section id="local-files">
+<h2>Local files<a class="headerlink" href="#local-files" title="Link to this heading">#</a></h2>
+<p>One of the easiest ways to get a source is by using local files, such as a CSV file. Below is an example of how to add a local file as a source.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-0">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="hll"><span class="nt">sources</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">local_source</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">local_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">local_table.csv</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">local_source</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">local_table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="python" for="sd-tab-item-1">
+Python</label><div class="sd-tab-content docutils">
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+
+<span class="n">data_path</span> <span class="o">=</span> <span class="s2">&quot;local_table.csv&quot;</span>
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">(</span>
+    <span class="p">{</span>
+        <span class="s2">&quot;source&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;file&quot;</span><span class="p">,</span> <span class="s2">&quot;tables&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;local_table&quot;</span><span class="p">:</span> <span class="n">data_path</span><span class="p">}},</span>
+    <span class="p">}</span>
+<span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">data</span>  <span class="c1"># preview the data in a notebook</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="remote-files">
+<h2>Remote files<a class="headerlink" href="#remote-files" title="Link to this heading">#</a></h2>
+<p>Alternatively, you can access a remote file using a URL.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-2" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-2">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="hll"><span class="nt">sources</span><span class="p">:</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">remote_source</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">remote_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">remote_source</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">remote_table</span>
+</pre></div>
+</div>
+</div>
+<input id="sd-tab-item-3" name="sd-tab-set-1" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="python" for="sd-tab-item-3">
+Python</label><div class="sd-tab-content docutils">
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s2">&quot;https://datasets.holoviz.org/penguins/v1/penguins.csv&quot;</span>
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">(</span>
+    <span class="p">{</span>
+        <span class="s2">&quot;source&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;file&quot;</span><span class="p">,</span> <span class="s2">&quot;tables&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;remote_table&quot;</span><span class="p">:</span> <span class="n">data_url</span><span class="p">}},</span>
+    <span class="p">}</span>
+<span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">data</span>  <span class="c1"># preview the data in a notebook</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
+
+                </article>
+              
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+</ul>
+</details></li>
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+</ul>
+</details></li>
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+<li class="toctree-l2 current active"><a class="current reference internal" href="#">Enable Data Download</a></li>
+</ul>
+</details></li>
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+  <section id="how-to-download-data">
+<h1>How to download data<a class="headerlink" href="#how-to-download-data" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide will show you how to enable your dashboard’s viewer to download data</p>
+</div>
+<section id="download-data">
+<h2>Download data<a class="headerlink" href="#download-data" title="Link to this heading">#</a></h2>
+<p>There are several different ways to let a user download data. This guide will show you three ways to do it.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-0">
+Sidebar Download</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguins</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguins</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-07-28/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="hll"><span class="w">    </span><span class="nt">download</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+</span><span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">download</span>
+<span class="w">        </span><span class="nt">format</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">        </span><span class="nt">download</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+</pre></div>
+</div>
+<p><img alt="" src="../../_images/1.png" /></p>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-1">
+View Download</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguins</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguins</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-07-28/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">    </span><span class="nt">download</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">download</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">format</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+</span><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">        </span><span class="nt">download</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+</pre></div>
+</div>
+<p><img alt="" src="../../_images/2.png" /></p>
+</div>
+<input id="sd-tab-item-2" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" for="sd-tab-item-2">
+Table Download</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguins</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguins</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-07-28/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="w">    </span><span class="nt">download</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">download</span>
+<span class="w">        </span><span class="nt">format</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguins</span>
+<span class="hll"><span class="w">        </span><span class="nt">download</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">csv</span>
+</span></pre></div>
+</div>
+<p><img alt="" src="../../_images/3.png" /></p>
+</div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The YAML specification for the example is the same, but the line used to create the specific download button is emphasized in the code and highlighted with a red box in the preview of the dashboard.</p>
+</div>
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+        <p class="prev-next-title">Data Output</p>
+      </div>
+    </a>
+    <a class="right-next"
+       href="../advanced/index.html"
+       title="next page">
+      <div class="prev-next-info">
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+<div
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+  <section id="branch-a-pipeline">
+<h1>Branch a pipeline<a class="headerlink" href="#branch-a-pipeline" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide shows you how to build branching pipelines, allowing for views of the same source data at different steps in processing.</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>See the Background page on <a class="reference internal" href="../../background/pipeline_branching.html"><span class="doc std std-doc">Pipeline Branching</span></a>.</p>
+<p>Continue reading if you are working in YAML (most likely). If you are working in Python, jump to <a class="reference internal" href="#branching-in-python"><span class="xref myst">Branching in Python</span></a>.</p>
+</section>
+<section id="branching-in-yaml">
+<h2>Branching in YAML<a class="headerlink" href="#branching-in-yaml" title="Link to this heading">#</a></h2>
+<p>As we will see, the essential component of branching in YAML is to use the <code class="docutils literal notranslate"><span class="pre">pipeline:</span></code> parameter.</p>
+<section id="initiating-a-simple-dashboard">
+<h3>Initiating a simple dashboard<a class="headerlink" href="#initiating-a-simple-dashboard" title="Link to this heading">#</a></h3>
+<p>Let’s first create a simple dashboard without a branch and launch to ensure that things are working properly.</p>
+<div class="sd-card sd-sphinx-override sd-mb-3 sd-shadow-sm docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+penguins.yaml</div>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+</pre></div>
+</div>
+</div>
+</div>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>penguins.yaml<span class="w"> </span>--show<span class="w"> </span>--autoreload
+</pre></div>
+</div>
+<p><img alt="first table, no branch" src="../../_images/branch_yaml_00_firstTable.png" /></p>
+</section>
+<section id="add-a-branch">
+<h3>Add a branch<a class="headerlink" href="#add-a-branch" title="Link to this heading">#</a></h3>
+<p>Now let’s add a new <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> that branches from the existing pipeline. We can accomplish this by adding a <code class="docutils literal notranslate"><span class="pre">pipeline:</span></code> parameter that refers back to the name of the first pipeline. In our example, our new pipeline, called <code class="docutils literal notranslate"><span class="pre">branch_sort</span></code>, has a <code class="docutils literal notranslate"><span class="pre">pipeline:</span></code> parameter that points back to <code class="docutils literal notranslate"><span class="pre">penguin_pipeline</span></code>.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="hll"><span class="w">  </span><span class="nt">branch_sort</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+</span>
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+</pre></div>
+</div>
+</section>
+<section id="refer-to-the-branch-in-a-new-view">
+<h3>Refer to the branch in a new view<a class="headerlink" href="#refer-to-the-branch-in-a-new-view" title="Link to this heading">#</a></h3>
+<p>Finally, we can create a new <a class="reference internal" href="../../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View</span></a> that displays the additional data manipulation steps present on our branch. Below, we simply specify a new table view with a <code class="docutils literal notranslate"><span class="pre">pipeline:</span></code> parameter that refers to our new <code class="docutils literal notranslate"><span class="pre">branch_sort</span></code>.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">pipelines</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_pipeline</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="w">    </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+<span class="w">    </span><span class="nt">filters</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">widget</span>
+<span class="w">        </span><span class="nt">field</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">island</span>
+<span class="w">  </span><span class="nt">branch_sort</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">    </span><span class="nt">transforms</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">columns</span>
+<span class="w">        </span><span class="nt">columns</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&#39;species&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;island&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_length_mm&#39;</span><span class="p p-Indicator">,</span><span class="w"> </span><span class="s">&#39;bill_depth_mm&#39;</span><span class="p p-Indicator">]</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Penguins</span>
+<span class="w">    </span><span class="nt">sizing_mode</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">stretch_width</span>
+<span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+<span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+<span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_pipeline</span>
+<span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+<span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+<span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">pipeline</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">branch_sort</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">show_index</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">false</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">height</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">300</span>
+</span></pre></div>
+</div>
+<p><img alt="final dashboard" src="../../_images/branch_yaml_01_finalDashboard.png" /></p>
+</section>
+</section>
+<section id="branching-in-python">
+<h2>Branching in Python<a class="headerlink" href="#branching-in-python" title="Link to this heading">#</a></h2>
+<p>As we will see below, the primary tool to create a branch of a <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> in Python is to use the <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline.chain" title="lumen.pipeline.Pipeline.chain"><span class="xref myst py py-meth">pipeline.chain</span></a> method.</p>
+<section id="initiating-the-pipeline">
+<h3>Initiating the pipeline<a class="headerlink" href="#initiating-the-pipeline" title="Link to this heading">#</a></h3>
+<p>Let’s start by creating a pipeline up to a branching point. See the How to guide - <a class="reference internal" href="pipeline_python.html"><span class="doc std std-doc">Build a dashboard in Python</span></a> - for a walk-through of these initial steps.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+<span class="kn">from</span> <span class="nn">lumen.sources</span> <span class="kn">import</span> <span class="n">FileSource</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s1">&#39;https://datasets.holoviz.org/penguins/v1/penguins.csv&#39;</span>
+
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="p">(</span><span class="n">source</span><span class="o">=</span><span class="n">FileSource</span><span class="p">(</span><span class="n">tables</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;penguins&#39;</span><span class="p">:</span> <span class="n">data_url</span><span class="p">}),</span> <span class="n">table</span><span class="o">=</span><span class="s1">&#39;penguins&#39;</span><span class="p">)</span>
+
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;species&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;island&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;sex&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;year&#39;</span><span class="p">)</span>
+
+<span class="n">pipeline</span><span class="o">.</span><span class="n">data</span>
+</pre></div>
+</div>
+</section>
+<section id="branching-the-pipeline">
+<h3>Branching the pipeline<a class="headerlink" href="#branching-the-pipeline" title="Link to this heading">#</a></h3>
+<p>At this point, we will create a branch of our pipeline by using the <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline.chain" title="lumen.pipeline.Pipeline.chain"><span class="xref myst py py-meth">pipeline.chain</span></a> method, and apply a new transform that aggregates the data, only on this branch. We assign the result to a new <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> variable so that we can refer to it separately from the original <code class="docutils literal notranslate"><span class="pre">pipeline</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.transforms</span> <span class="kn">import</span> <span class="n">Aggregate</span>
+
+<span class="n">agg_pipeline</span> <span class="o">=</span> <span class="n">pipeline</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">transforms</span><span class="o">=</span><span class="p">[</span><span class="n">Aggregate</span><span class="p">(</span><span class="n">method</span><span class="o">=</span><span class="s1">&#39;mean&#39;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;species&#39;</span><span class="p">,</span> <span class="s1">&#39;year&#39;</span><span class="p">])])</span>
+
+<span class="n">agg_pipeline</span><span class="o">.</span><span class="n">data</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="related-resources">
+<h2>Related Resources<a class="headerlink" href="#related-resources" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Background page on <a class="reference internal" href="../../background/pipeline_branching.html"><span class="doc std std-doc">Pipeline Branching</span></a></p></li>
+</ul>
+</section>
+</section>
+
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+                  
+  <section id="build-a-pipeline-in-python">
+<h1>Build a Pipeline in Python<a class="headerlink" href="#build-a-pipeline-in-python" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>Although the primary interface for building a Lumen dashboard is the YAML specification file, this guide shows you an alternate approaches for building with Python. To learn more, visit the <a class="reference internal" href="#../conceptual/lumen_python"><span class="xref myst">Lumen in Python</span></a> Conceptual Guide.</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>When building with Lumen in Python, the main object that defines a dashboard is the <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a>. With this Pipeline object, you can specify the data source, filters, and transforms. There are two approaches to add these specifications to a <code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> object, <strong>declaratively or programmatically</strong>. While the declarative approach is more compact, the programmatic approach allows you to seperate the pipeline creation steps.</p>
+<p><img alt="Pipeline Diagram" src="../../_images/pipeline_diagram.png" /></p>
+</section>
+<section id="declaratively-specifying-a-pipeline">
+<h2>Declaratively specifying a pipeline<a class="headerlink" href="#declaratively-specifying-a-pipeline" title="Link to this heading">#</a></h2>
+<p>The declarative specification approach looks similar to a YAML file hierarchy, but consists of nested Python dictionary and list objects.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">lumen</span> <span class="k">as</span> <span class="nn">lm</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s1">&#39;https://datasets.holoviz.org/penguins/v1/penguins.csv&#39;</span>
+
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">({</span>
+    <span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;file&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;tables&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;penguins&#39;</span><span class="p">:</span> <span class="n">data_url</span>
+        <span class="p">}</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">[</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;species&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;island&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;sex&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;year&#39;</span><span class="p">}</span>
+    <span class="p">],</span>
+    <span class="s1">&#39;transforms&#39;</span><span class="p">:</span> <span class="p">[</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;aggregate&#39;</span><span class="p">,</span> <span class="s1">&#39;method&#39;</span><span class="p">:</span> <span class="s1">&#39;mean&#39;</span><span class="p">,</span> <span class="s1">&#39;by&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;species&#39;</span><span class="p">,</span> <span class="s1">&#39;sex&#39;</span><span class="p">,</span> <span class="s1">&#39;year&#39;</span><span class="p">]}</span>
+    <span class="p">]</span>
+<span class="p">})</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell0-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell0-py" class="pyodide-stderr" ></pre></section>
+<section id="programmatically-specifying-a-pipeline">
+<h2>Programmatically specifying a pipeline<a class="headerlink" href="#programmatically-specifying-a-pipeline" title="Link to this heading">#</a></h2>
+<p>The programmatic specification approach uses Lumen objects to build the pipeline step by step.</p>
+<section id="add-source">
+<h3>Add source<a class="headerlink" href="#add-source" title="Link to this heading">#</a></h3>
+<p>First, add a valid <a class="reference internal" href="../../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a> to your <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a>. A common choice is <a class="reference internal" href="../../reference/source/FileSource.html#lumen.sources.base.FileSource" title="lumen.sources.base.FileSource"><span class="xref myst py py-class">FileSource</span></a>, which can load CSV, Excel, JSON and Parquet files, but see the <a class="reference internal" href="../../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source Reference</span></a> for all options.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">lumen.sources</span> <span class="kn">import</span> <span class="n">FileSource</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s1">&#39;https://datasets.holoviz.org/penguins/v1/penguins.csv&#39;</span>
+
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">Pipeline</span><span class="p">(</span><span class="n">source</span><span class="o">=</span><span class="n">FileSource</span><span class="p">(</span><span class="n">tables</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;penguins&#39;</span><span class="p">:</span> <span class="n">data_url</span><span class="p">}),</span> <span class="n">table</span><span class="o">=</span><span class="s1">&#39;penguins&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell1-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell1-py" class="pyodide-stderr" ></pre><div class="note admonition">
+<p class="admonition-title">Preview the data</p>
+<p>At any point after defining the source in your pipeline, you can inspect the data in a notebook with <code class="docutils literal notranslate"><span class="pre">pipeline.data</span></code></p>
+</div>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell2-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell2-py" class="pyodide-stderr" ></pre><div id="output-codecell2-py" class="pyodide-output embedded"><div class="pyodide-output-wrapper"><table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>species</th>
+      <th>island</th>
+      <th>bill_length_mm</th>
+      <th>bill_depth_mm</th>
+      <th>flipper_length_mm</th>
+      <th>body_mass_g</th>
+      <th>sex</th>
+      <th>year</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>39.1</td>
+      <td>18.7</td>
+      <td>181.0</td>
+      <td>3750.0</td>
+      <td>male</td>
+      <td>2007</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>39.5</td>
+      <td>17.4</td>
+      <td>186.0</td>
+      <td>3800.0</td>
+      <td>female</td>
+      <td>2007</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>40.3</td>
+      <td>18.0</td>
+      <td>195.0</td>
+      <td>3250.0</td>
+      <td>female</td>
+      <td>2007</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>NaN</td>
+      <td>2007</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>36.7</td>
+      <td>19.3</td>
+      <td>193.0</td>
+      <td>3450.0</td>
+      <td>female</td>
+      <td>2007</td>
+    </tr>
+  </tbody>
+</table></div></div>
+</section>
+<section id="add-filter">
+<h3>Add filter<a class="headerlink" href="#add-filter" title="Link to this heading">#</a></h3>
+<p>Next, you can add <code class="docutils literal notranslate"><span class="pre">widgets</span></code> for certain columns of your source. When displaying the dashboard, these widgets will allows your dashboard users to filter the data. See the <a class="reference internal" href="../../reference/filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="xref myst py py-class">Filter Reference</span></a> for all options.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;species&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;island&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;sex&#39;</span><span class="p">)</span>
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_filter</span><span class="p">(</span><span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="n">field</span><span class="o">=</span><span class="s1">&#39;year&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell3-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell3-py" class="pyodide-stderr" ></pre></section>
+<section id="add-transform">
+<h3>Add transform<a class="headerlink" href="#add-transform" title="Link to this heading">#</a></h3>
+<p>Now you can apply a <code class="docutils literal notranslate"><span class="pre">transform</span></code> to the data, such as computing the mean or selecting certain columns. See the <a class="reference internal" href="../../reference/transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="xref myst py py-class">Transform Reference</span></a> for more.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;species&#39;</span><span class="p">,</span> <span class="s1">&#39;island&#39;</span><span class="p">,</span> <span class="s1">&#39;sex&#39;</span><span class="p">,</span> <span class="s1">&#39;year&#39;</span><span class="p">,</span> <span class="s1">&#39;bill_length_mm&#39;</span><span class="p">,</span> <span class="s1">&#39;bill_depth_mm&#39;</span><span class="p">]</span>
+
+<span class="n">pipeline</span><span class="o">.</span><span class="n">add_transform</span><span class="p">(</span><span class="s1">&#39;columns&#39;</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span>
+
+<span class="n">pipeline</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell4-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell4-py" class="pyodide-stderr" ></pre><div id="output-codecell4-py" class="pyodide-output embedded"><div class="pyodide-output-wrapper"><table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>species</th>
+      <th>island</th>
+      <th>sex</th>
+      <th>year</th>
+      <th>bill_length_mm</th>
+      <th>bill_depth_mm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>male</td>
+      <td>2007</td>
+      <td>39.1</td>
+      <td>18.7</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>female</td>
+      <td>2007</td>
+      <td>39.5</td>
+      <td>17.4</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>female</td>
+      <td>2007</td>
+      <td>40.3</td>
+      <td>18.0</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>NaN</td>
+      <td>2007</td>
+      <td>NaN</td>
+      <td>NaN</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>Adelie</td>
+      <td>Torgersen</td>
+      <td>female</td>
+      <td>2007</td>
+      <td>36.7</td>
+      <td>19.3</td>
+    </tr>
+  </tbody>
+</table></div></div>
+<div class="note admonition">
+<p class="admonition-title">Manually update dashboard</p>
+<p>By default, every interaction will update the dashboard. If this behavior is unwanted, for instance, if you want to select multiple filter widgets and not have the dashboard update after every individual selection, set <code class="docutils literal notranslate"><span class="pre">auto_update=False</span></code> on the Pipeline. This will require you to manually trigger an update by clicking a button.</p>
+</div>
+</section>
+</section>
+<section id="display-the-pipeline">
+<h2>Display the pipeline<a class="headerlink" href="#display-the-pipeline" title="Link to this heading">#</a></h2>
+<p>Once you have built your pipeline it is extremely easy to view it interactively. As long as you have loaded the Panel extension with <code class="docutils literal notranslate"><span class="pre">pn.extension('tabulator')</span></code> simply displaying a <code class="docutils literal notranslate"><span class="pre">pipeline</span></code> in a notebook cell will render it:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+
+<span class="n">pn</span><span class="o">.</span><span class="n">extension</span><span class="p">(</span><span class="s1">&#39;tabulator&#39;</span><span class="p">)</span>
+
+<span class="n">pipeline</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell5-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell5-py" class="pyodide-stderr" ></pre><div id="output-codecell5-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_5 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell5-py", "root_id": "p1002", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "Row", "id": "p1002", "attributes": {"name": "Row00620", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1006", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1021", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1004", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1005", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/native.css"}}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1003", "attributes": {"name": "Column00612", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1021"}, {"id": "p1004"}, {"id": "p1005"}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.markup.HTML", "id": "p1008", "attributes": {"css_classes": ["markdown"], "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1007", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css"}}, {"id": "p1004"}, {"id": "p1005"}], "margin": [5, 10], "align": "start", "text": "&lt;div style=&quot;font-size: 1.5em; font-weight: bold;&quot;&gt;Filters&lt;/div&gt;"}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1011", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1010", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css"}}, {"id": "p1004"}, {"id": "p1005"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Species", "options": ["Adelie", "Chinstrap", "Gentoo"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1014", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1010"}, {"id": "p1004"}, {"id": "p1005"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Island", "options": ["Biscoe", "Dream", "Torgersen"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1017", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1010"}, {"id": "p1004"}, {"id": "p1005"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Sex", "options": ["male", "female", "nan"]}}, {"type": "object", "name": "RangeSlider", "id": "p1019", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"id": "p1004"}, {"id": "p1005"}], "margin": [5, 10], "align": "start", "title": "Year", "value": [2007, 2009], "start": 2007, "end": 2009}}]}}, {"type": "object", "name": "panel.models.tabulator.DataTabulator", "id": "p1064", "attributes": {"subscribed_events": {"type": "set", "entries": ["cell-click", "selection-change", "table-edit"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1006"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1024", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/font-awesome/css/all.min.css"}}, {"id": "p1004"}, {"id": "p1005"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1022", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/datatabulator/tabulator-tables@6.3.0/dist/css/tabulator_simple.min.css"}}], "margin": [5, 10], "align": "start", "configuration": {"type": "map", "entries": [["selectable", true], ["columns", [{"type": "map", "entries": [["field", "index"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "species"]]}, {"type": "map", "entries": [["field", "island"]]}, {"type": "map", "entries": [["field", "sex"]]}, {"type": "map", "entries": [["field", "year"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "bill_length_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "bill_depth_mm"], ["sorter", "number"]]}]], ["dataTree", false]]}, "columns": [{"type": "object", "name": "TableColumn", "id": "p1028", "attributes": {"field": "index", "title": "index", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1027", "attributes": {"text_align": {"type": "value", "value": "left"}}}, "editor": {"type": "object", "name": "CellEditor", "id": "p1026"}}}, {"type": "object", "name": "TableColumn", "id": "p1033", "attributes": {"field": "species", "title": "species", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1032", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "StringEditor", "id": "p1031"}}}, {"type": "object", "name": "TableColumn", "id": "p1038", "attributes": {"field": "island", "title": "island", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1037", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "StringEditor", "id": "p1036"}}}, {"type": "object", "name": "TableColumn", "id": "p1043", "attributes": {"field": "sex", "title": "sex", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1042", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "StringEditor", "id": "p1041"}}}, {"type": "object", "name": "TableColumn", "id": "p1048", "attributes": {"field": "year", "title": "year", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1047", "attributes": {"text_align": {"type": "value", "value": "right"}}}, "editor": {"type": "object", "name": "IntEditor", "id": "p1046"}}}, {"type": "object", "name": "TableColumn", "id": "p1053", "attributes": {"field": "bill_length_mm", "title": "bill_length_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1052", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1051"}}}, {"type": "object", "name": "TableColumn", "id": "p1058", "attributes": {"field": "bill_depth_mm", "title": "bill_depth_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1057", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1056"}}}], "indexes": ["index"], "layout": "fit_data_table", "source": {"type": "object", "name": "ColumnDataSource", "id": "p1061", "attributes": {"selected": {"type": "object", "name": "Selection", "id": "p1062", "attributes": {"indices": [], "line_indices": []}}, "selection_policy": {"type": "object", "name": "UnionRenderers", "id": "p1063"}, "data": {"type": "map", "entries": [["index", {"type": "ndarray", "array": {"type": "bytes", "data": "AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAAEgAAABMAAAA="}, "shape": [20], "dtype": "int32", "order": "little"}], ["species", {"type": "ndarray", "array": ["Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie"], "shape": [20], "dtype": "object", "order": "little"}], ["island", {"type": "ndarray", "array": ["Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen"], "shape": [20], "dtype": "object", "order": "little"}], ["sex", {"type": "ndarray", "array": ["male", "female", "female", {"type": "number", "value": "nan"}, "female", "male", "female", "male", {"type": "number", "value": "nan"}, {"type": "number", "value": "nan"}, {"type": "number", "value": "nan"}, {"type": "number", "value": "nan"}, "female", "male", "male", "female", "female", "male", "female", "male"], "shape": [20], "dtype": "object", "order": "little"}], ["year", {"type": "ndarray", "array": {"type": "bytes", "data": "1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAAA="}, "shape": [20], "dtype": "int32", "order": "little"}], ["bill_length_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "zczMzMyMQ0AAAAAAAMBDQGZmZmZmJkRAAAAAAAAA+H+amZmZmVlCQGZmZmZmpkNAMzMzMzNzQ0CamZmZmZlDQM3MzMzMDEFAAAAAAAAARUBmZmZmZuZCQGZmZmZm5kJAzczMzMyMREDNzMzMzExDQM3MzMzMTEFAzczMzMxMQkCamZmZmVlDQAAAAAAAQEVAMzMzMzMzQUAAAAAAAABHQA=="}, "shape": [20], "dtype": "float64", "order": "little"}], ["bill_depth_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "MzMzMzOzMkBmZmZmZmYxQAAAAAAAADJAAAAAAAAA+H/NzMzMzEwzQJqZmZmZmTRAzczMzMzMMUCamZmZmZkzQJqZmZmZGTJAMzMzMzMzNECamZmZmRkxQM3MzMzMTDFAmpmZmZmZMUAzMzMzMzM1QJqZmZmZGTVAzczMzMzMMUAAAAAAAAAzQDMzMzMzszRAZmZmZmZmMkAAAAAAAIA1QA=="}, "shape": [20], "dtype": "float64", "order": "little"}]]}}}, "cell_styles": {"type": "map", "entries": [["id", "9fd7616bd1684886bdc6bc33397be161"], ["data", {"type": "map"}]]}, "pagination": "remote", "page": 1, "max_page": 18, "select_mode": true, "selectable_rows": null}}]}}, {"type": "object", "name": "panel.models.location.Location", "id": "p1067", "attributes": {"name": "location", "reload": false}}], "defs": [{"type": "model", "name": "ReactiveHTML1"}, {"type": "model", "name": "FlexBox1", "properties": [{"name": "align_content", "kind": "Any", "default": "flex-start"}, {"name": "align_items", "kind": "Any", "default": "flex-start"}, {"name": "flex_direction", "kind": "Any", "default": "row"}, {"name": "flex_wrap", "kind": "Any", "default": "wrap"}, {"name": "gap", "kind": "Any", "default": ""}, {"name": "justify_content", "kind": "Any", "default": "flex-start"}]}, {"type": "model", "name": "FloatPanel1", "properties": [{"name": "config", "kind": "Any", "default": {"type": "map"}}, {"name": "contained", "kind": "Any", "default": true}, {"name": "position", "kind": "Any", "default": "right-top"}, {"name": "offsetx", "kind": "Any", "default": null}, {"name": "offsety", "kind": "Any", "default": null}, {"name": "theme", "kind": "Any", "default": "primary"}, {"name": "status", "kind": "Any", "default": "normalized"}]}, {"type": "model", "name": "GridStack1", "properties": [{"name": "mode", "kind": "Any", "default": "warn"}, {"name": "ncols", "kind": "Any", "default": null}, {"name": "nrows", "kind": "Any", "default": null}, {"name": "allow_resize", "kind": "Any", "default": true}, {"name": "allow_drag", "kind": "Any", "default": true}, {"name": "state", "kind": "Any", "default": []}]}, {"type": "model", "name": "drag1", "properties": [{"name": "slider_width", "kind": "Any", "default": 5}, {"name": "slider_color", "kind": "Any", "default": "black"}, {"name": "value", "kind": "Any", "default": 50}]}, {"type": "model", "name": "click1", "properties": [{"name": "terminal_output", "kind": "Any", "default": ""}, {"name": "debug_name", "kind": "Any", "default": ""}, {"name": "clears", "kind": "Any", "default": 0}]}, {"type": "model", "name": "FastWrapper1", "properties": [{"name": "object", "kind": "Any", "default": null}, {"name": "style", "kind": "Any", "default": null}]}, {"type": "model", "name": "NotificationAreaBase1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}]}, {"type": "model", "name": "NotificationArea1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "notifications", "kind": "Any", "default": []}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}, {"name": "types", "kind": "Any", "default": [{"type": "map", "entries": [["type", "warning"], ["background", "#ffc107"], ["icon", {"type": "map", "entries": [["className", "fas fa-exclamation-triangle"], ["tagName", "i"], ["color", "white"]]}]]}, {"type": "map", "entries": [["type", "info"], ["background", "#007bff"], ["icon", {"type": "map", "entries": [["className", "fas fa-info-circle"], ["tagName", "i"], ["color", "white"]]}]]}]}]}, {"type": "model", "name": "Notification", "properties": [{"name": "background", "kind": "Any", "default": null}, {"name": "duration", "kind": "Any", "default": 3000}, {"name": "icon", "kind": "Any", "default": null}, {"name": "message", "kind": "Any", "default": ""}, {"name": "notification_type", "kind": "Any", "default": null}, {"name": "_destroyed", "kind": "Any", "default": false}]}, {"type": "model", "name": "TemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "BootstrapTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "TemplateEditor1", "properties": [{"name": "layout", "kind": "Any", "default": []}]}, {"type": "model", "name": "MaterialTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "ReactiveESM1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "JSComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "ReactComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "AnyWidgetComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "request_value1", "properties": [{"name": "fill", "kind": "Any", "default": "none"}, {"name": "_synced", "kind": "Any", "default": null}, {"name": "_request_sync", "kind": "Any", "default": 0}]}, {"type": "model", "name": "DownloadButton1", "properties": [{"name": "color", "kind": "Any", "default": "grey"}, {"name": "data", "kind": "Any", "default": ""}, {"name": "filename", "kind": "Any", "default": ""}, {"name": "hide", "kind": "Any", "default": false}, {"name": "size", "kind": "Any", "default": 20}]}, {"type": "model", "name": "clicked1", "properties": [{"name": "disabled", "kind": "Any", "default": false}, {"name": "color", "kind": "Any", "default": null}, {"name": "icon", "kind": "Any", "default": null}, {"name": "size", "kind": "Any", "default": 12}]}, {"type": "model", "name": "HtmlPdfDownloadButton1", "properties": [{"name": "value", "kind": "Any", "default": ""}, {"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}]}, "version": "3.6.2"})
+                } else {
+                   setTimeout(embed_bokeh_5, 200)
+                }
+              };
+              embed_bokeh_5()
+            </script>
+            <p>If you are working in a local REPL or from a script you can also use <code class="docutils literal notranslate"><span class="pre">pipeline.show()</span></code> to preview it.</p>
+<p>You can also easily render the control panel containing the filter widgets and variables separately:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">pipeline</span><span class="o">.</span><span class="n">control_panel</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell6-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell6-py" class="pyodide-stderr" ></pre><div id="output-codecell6-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_6 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell6-py", "root_id": "p1072", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1072", "attributes": {"name": "Column00630", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1075", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1090", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1073", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1074", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/native.css"}}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.markup.HTML", "id": "p1077", "attributes": {"css_classes": ["markdown"], "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1075"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1076", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css"}}, {"id": "p1073"}, {"id": "p1074"}], "margin": [5, 10], "align": "start", "text": "&lt;div style=&quot;font-size: 1.5em; font-weight: bold;&quot;&gt;Filters&lt;/div&gt;"}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1080", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, 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+<li class="toctree-l1 has-children"><a class="reference internal" href="../data_intake/index.html">Data Intake</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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+</ul>
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+<li class="toctree-l2"><a class="reference internal" href="views.html">Define Views</a></li>
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+                  
+  <section id="building-a-dashboard-in-python">
+<h1>Building a dashboard in Python<a class="headerlink" href="#building-a-dashboard-in-python" title="Link to this heading">#</a></h1>
+<p>In a previous guide we discovered how we could <a class="reference internal" href="../data_processing/pipeline_python.html"><span class="doc std std-doc">build data pipelines in Python</span></a>, here we will pick up where we left of and build an entire dashboard in Python.</p>
+<p>To start with let us declare the <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> we will be working with again and initialize the Panel extension so we can render output and tables.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">lumen</span> <span class="k">as</span> <span class="nn">lm</span>
+<span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+
+<span class="n">pn</span><span class="o">.</span><span class="n">extension</span><span class="p">(</span><span class="s1">&#39;tabulator&#39;</span><span class="p">,</span> <span class="n">design</span><span class="o">=</span><span class="s1">&#39;material&#39;</span><span class="p">)</span>
+
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">({</span>
+    <span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;file&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;tables&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;penguins&#39;</span><span class="p">:</span> <span class="s1">&#39;https://datasets.holoviz.org/penguins/v1/penguins.csv&#39;</span>
+        <span class="p">}</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">[</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;island&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;sex&#39;</span><span class="p">},</span>
+        <span class="p">{</span><span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;widget&#39;</span><span class="p">,</span> <span class="s1">&#39;field&#39;</span><span class="p">:</span> <span class="s1">&#39;year&#39;</span><span class="p">}</span>
+    <span class="p">],</span>
+    <span class="s1">&#39;auto_update&#39;</span><span class="p">:</span> <span class="kc">False</span>
+<span class="p">})</span>
+
+<span class="n">pipeline</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell0-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell0-py" class="pyodide-stderr" ></pre><div id="output-codecell0-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_0 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell0-py", "root_id": "p1002", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "Row", "id": "p1002", "attributes": {"name": "Row00327", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1008", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1024", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1004", "attributes": {"url": "https://cdn.jsdelivr.net/npm/material-components-web@7.0.0/dist/material-components-web.min.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1005", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1006", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/material_variables.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1007", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/material.css"}}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1003", "attributes": {"name": "Column00319", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"id": "p1024"}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}], "margin": 0, "align": "start", "children": [{"type": "object", "name": "panel.models.markup.HTML", "id": "p1010", "attributes": {"css_classes": ["markdown"], "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1009", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css"}}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}], "margin": [5, 10], "align": "start", "text": "&lt;div style=&quot;font-size: 1.5em; font-weight: bold;&quot;&gt;Filters&lt;/div&gt;"}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1013", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1012", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css"}}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Island", "options": ["Biscoe", "Dream", "Torgersen"]}}, {"type": "object", "name": "panel.models.widgets.CustomMultiSelect", "id": "p1016", "attributes": {"subscribed_events": {"type": "set", "entries": ["dblclick_event"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"id": "p1012"}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}], "width": 300, "min_width": 300, "margin": [5, 10], "align": "start", "title": "Sex", "options": ["male", "female", "nan"]}}, {"type": "object", "name": "RangeSlider", "id": "p1018", "attributes": {"stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}], "margin": [5, 10], "align": "start", "title": "Year", "value": [2007, 2009], "start": 2007, "end": 2009}}, {"type": "object", "name": "panel.models.widgets.Button", "id": "p1022", "attributes": {"button_type": "success", "subscribed_events": {"type": "set", "entries": ["button_click"]}, "css_classes": ["solid"], "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1021", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css"}}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}], "margin": [5, 10], "align": "start", "label": "Apply update", "tooltip": {"type": "object", "name": "Tooltip", "id": "p1019", "attributes": {"position": "right", "content": "Update event trigger (if manual update is set)."}}}}]}}, {"type": "object", "name": "panel.models.tabulator.DataTabulator", "id": "p1077", "attributes": {"subscribed_events": {"type": "set", "entries": ["cell-click", "table-edit", "selection-change"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1008"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1027", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/font-awesome/css/all.min.css"}}, {"id": "p1004"}, {"id": "p1005"}, {"id": "p1006"}, {"id": "p1007"}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1025", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/datatabulator/tabulator-tables@6.3.0/dist/css/tabulator_materialize.min.css"}}], "margin": [5, 10], "align": "start", "configuration": {"type": "map", "entries": [["selectable", true], ["columns", [{"type": "map", "entries": [["field", "index"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "species"]]}, {"type": "map", "entries": [["field", "island"]]}, {"type": "map", "entries": [["field", "bill_length_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "bill_depth_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "flipper_length_mm"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "body_mass_g"], ["sorter", "number"]]}, {"type": "map", "entries": [["field", "sex"]]}, {"type": "map", "entries": [["field", "year"], ["sorter", "number"]]}]], ["dataTree", false]]}, "columns": [{"type": "object", "name": "TableColumn", "id": "p1031", "attributes": {"field": "index", "title": "index", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1030", "attributes": {"text_align": {"type": "value", "value": "left"}}}, "editor": {"type": "object", "name": "CellEditor", "id": "p1029"}}}, {"type": "object", "name": "TableColumn", "id": "p1036", "attributes": {"field": "species", "title": "species", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1035", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "StringEditor", "id": "p1034"}}}, {"type": "object", "name": "TableColumn", "id": "p1041", "attributes": {"field": "island", "title": "island", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1040", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "StringEditor", "id": "p1039"}}}, {"type": "object", "name": "TableColumn", "id": "p1046", "attributes": {"field": "bill_length_mm", "title": "bill_length_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1045", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1044"}}}, {"type": "object", "name": "TableColumn", "id": "p1051", "attributes": {"field": "bill_depth_mm", "title": "bill_depth_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1050", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1049"}}}, {"type": "object", "name": "TableColumn", "id": "p1056", "attributes": {"field": "flipper_length_mm", "title": "flipper_length_mm", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1055", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1054"}}}, {"type": "object", "name": "TableColumn", "id": "p1061", "attributes": {"field": "body_mass_g", "title": "body_mass_g", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1060", "attributes": {"text_align": {"type": "value", "value": "right"}, "format": "0,0.0[00000]"}}, "editor": {"type": "object", "name": "NumberEditor", "id": "p1059"}}}, {"type": "object", "name": "TableColumn", "id": "p1066", "attributes": {"field": "sex", "title": "sex", "width": 0, "formatter": {"type": "object", "name": "StringFormatter", "id": "p1065", "attributes": {"null_format": ""}}, "editor": {"type": "object", "name": "StringEditor", "id": "p1064"}}}, {"type": "object", "name": "TableColumn", "id": "p1071", "attributes": {"field": "year", "title": "year", "width": 0, "formatter": {"type": "object", "name": "NumberFormatter", "id": "p1070", "attributes": {"text_align": {"type": "value", "value": "right"}}}, "editor": {"type": "object", "name": "IntEditor", "id": "p1069"}}}], "indexes": ["index"], "layout": "fit_data_table", "source": {"type": "object", "name": "ColumnDataSource", "id": "p1074", "attributes": {"selected": {"type": "object", "name": "Selection", "id": "p1075", "attributes": {"indices": [], "line_indices": []}}, "selection_policy": {"type": "object", "name": "UnionRenderers", "id": "p1076"}, "data": {"type": "map", "entries": [["index", {"type": "ndarray", "array": {"type": "bytes", "data": "AAAAAAEAAAACAAAAAwAAAAQAAAAFAAAABgAAAAcAAAAIAAAACQAAAAoAAAALAAAADAAAAA0AAAAOAAAADwAAABAAAAARAAAAEgAAABMAAAA="}, "shape": [20], "dtype": "int32", "order": "little"}], ["species", {"type": "ndarray", "array": ["Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie", "Adelie"], "shape": [20], "dtype": "object", "order": "little"}], ["island", {"type": "ndarray", "array": ["Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen", "Torgersen"], "shape": [20], "dtype": "object", "order": "little"}], ["bill_length_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "zczMzMyMQ0AAAAAAAMBDQGZmZmZmJkRAAAAAAAAA+H+amZmZmVlCQGZmZmZmpkNAMzMzMzNzQ0CamZmZmZlDQM3MzMzMDEFAAAAAAAAARUBmZmZmZuZCQGZmZmZm5kJAzczMzMyMREDNzMzMzExDQM3MzMzMTEFAzczMzMxMQkCamZmZmVlDQAAAAAAAQEVAMzMzMzMzQUAAAAAAAABHQA=="}, "shape": [20], "dtype": "float64", "order": "little"}], ["bill_depth_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "MzMzMzOzMkBmZmZmZmYxQAAAAAAAADJAAAAAAAAA+H/NzMzMzEwzQJqZmZmZmTRAzczMzMzMMUCamZmZmZkzQJqZmZmZGTJAMzMzMzMzNECamZmZmRkxQM3MzMzMTDFAmpmZmZmZMUAzMzMzMzM1QJqZmZmZGTVAzczMzMzMMUAAAAAAAAAzQDMzMzMzszRAZmZmZmZmMkAAAAAAAIA1QA=="}, "shape": [20], "dtype": "float64", "order": "little"}], ["flipper_length_mm", {"type": "ndarray", "array": {"type": "bytes", "data": "AAAAAACgZkAAAAAAAEBnQAAAAAAAYGhAAAAAAAAA+H8AAAAAACBoQAAAAAAAwGdAAAAAAACgZkAAAAAAAGBoQAAAAAAAIGhAAAAAAADAZ0AAAAAAAEBnQAAAAAAAgGZAAAAAAADAZkAAAAAAAOBnQAAAAAAAwGhAAAAAAAAgZ0AAAAAAAGBoQAAAAAAAoGhAAAAAAAAAZ0AAAAAAAEBoQA=="}, "shape": [20], "dtype": "float64", "order": "little"}], ["body_mass_g", {"type": "ndarray", "array": {"type": "bytes", "data": "AAAAAABMrUAAAAAAALCtQAAAAAAAZKlAAAAAAAAA+H8AAAAAAPSqQAAAAAAAhKxAAAAAAABSrEAAAAAAAEOyQAAAAAAAJqtAAAAAAACasEAAAAAAAMipQAAAAAAA6KxAAAAAAAAAqUAAAAAAALCtQAAAAAAAMLFAAAAAAADorEAAAAAAAPSqQAAAAAAAlLFAAAAAAAD6qUAAAAAAAGiwQA=="}, "shape": [20], "dtype": "float64", "order": "little"}], ["sex", {"type": "ndarray", "array": ["male", "female", "female", {"type": "number", "value": "nan"}, "female", "male", "female", "male", {"type": "number", "value": "nan"}, {"type": "number", "value": "nan"}, {"type": "number", "value": "nan"}, {"type": "number", "value": "nan"}, "female", "male", "male", "female", "female", "male", "female", "male"], "shape": [20], "dtype": "object", "order": "little"}], ["year", {"type": "ndarray", "array": {"type": "bytes", "data": "1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAADXBwAA1wcAANcHAAA="}, "shape": [20], "dtype": "int32", "order": "little"}]]}}}, "cell_styles": {"type": "map", "entries": [["id", "b3da4c1357b34a57a9c8a4dd95330309"], ["data", {"type": "map"}]]}, "pagination": "remote", "page": 1, "max_page": 18, "select_mode": true, "selectable_rows": null}}]}}, {"type": "object", "name": "panel.models.location.Location", "id": "p1080", "attributes": {"name": "location", "reload": false}}], "defs": [{"type": "model", "name": "ReactiveHTML1"}, {"type": "model", "name": "FlexBox1", "properties": [{"name": "align_content", "kind": "Any", "default": "flex-start"}, {"name": "align_items", "kind": "Any", "default": "flex-start"}, {"name": "flex_direction", "kind": "Any", "default": "row"}, {"name": "flex_wrap", "kind": "Any", "default": "wrap"}, {"name": "gap", "kind": "Any", "default": ""}, {"name": "justify_content", "kind": "Any", "default": "flex-start"}]}, {"type": "model", "name": "FloatPanel1", "properties": [{"name": "config", "kind": "Any", "default": {"type": "map"}}, {"name": "contained", "kind": "Any", "default": true}, {"name": "position", "kind": "Any", "default": "right-top"}, {"name": "offsetx", "kind": "Any", "default": null}, {"name": "offsety", "kind": "Any", "default": null}, {"name": "theme", "kind": "Any", "default": "primary"}, {"name": "status", "kind": "Any", "default": "normalized"}]}, {"type": "model", "name": "GridStack1", "properties": [{"name": "mode", "kind": "Any", "default": "warn"}, {"name": "ncols", "kind": "Any", "default": null}, {"name": "nrows", "kind": "Any", "default": null}, {"name": "allow_resize", "kind": "Any", "default": true}, {"name": "allow_drag", "kind": "Any", "default": true}, {"name": "state", "kind": "Any", "default": []}]}, {"type": "model", "name": "drag1", "properties": [{"name": "slider_width", "kind": "Any", "default": 5}, {"name": "slider_color", "kind": "Any", "default": "black"}, {"name": "value", "kind": "Any", "default": 50}]}, {"type": "model", "name": "click1", "properties": [{"name": "terminal_output", "kind": "Any", "default": ""}, {"name": "debug_name", "kind": "Any", "default": ""}, {"name": "clears", "kind": "Any", "default": 0}]}, {"type": "model", "name": "FastWrapper1", "properties": [{"name": "object", "kind": "Any", "default": null}, {"name": "style", "kind": "Any", "default": null}]}, {"type": "model", "name": "NotificationAreaBase1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}]}, {"type": "model", "name": "NotificationArea1", "properties": [{"name": "js_events", "kind": "Any", "default": {"type": "map"}}, {"name": "notifications", "kind": "Any", "default": []}, {"name": "position", "kind": "Any", "default": "bottom-right"}, {"name": "_clear", "kind": "Any", "default": 0}, {"name": "types", "kind": "Any", "default": [{"type": "map", "entries": [["type", "warning"], ["background", "#ffc107"], ["icon", {"type": "map", "entries": [["className", "fas fa-exclamation-triangle"], ["tagName", "i"], ["color", "white"]]}]]}, {"type": "map", "entries": [["type", "info"], ["background", "#007bff"], ["icon", {"type": "map", "entries": [["className", "fas fa-info-circle"], ["tagName", "i"], ["color", "white"]]}]]}]}]}, {"type": "model", "name": "Notification", "properties": [{"name": "background", "kind": "Any", "default": null}, {"name": "duration", "kind": "Any", "default": 3000}, {"name": "icon", "kind": "Any", "default": null}, {"name": "message", "kind": "Any", "default": ""}, {"name": "notification_type", "kind": "Any", "default": null}, {"name": "_destroyed", "kind": "Any", "default": false}]}, {"type": "model", "name": "TemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "BootstrapTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "TemplateEditor1", "properties": [{"name": "layout", "kind": "Any", "default": []}]}, {"type": "model", "name": "MaterialTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "ReactiveESM1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "JSComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "ReactComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "AnyWidgetComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "request_value1", "properties": [{"name": "fill", "kind": "Any", "default": "none"}, {"name": "_synced", "kind": "Any", "default": null}, {"name": "_request_sync", "kind": "Any", "default": 0}]}, {"type": "model", "name": "DownloadButton1", "properties": [{"name": "color", "kind": "Any", "default": "grey"}, {"name": "data", "kind": "Any", "default": ""}, {"name": "filename", "kind": "Any", "default": ""}, {"name": "hide", "kind": "Any", "default": false}, {"name": "size", "kind": "Any", "default": 20}]}, {"type": "model", "name": "clicked1", "properties": [{"name": "disabled", "kind": "Any", "default": false}, {"name": "color", "kind": "Any", "default": null}, {"name": "icon", "kind": "Any", "default": null}, {"name": "size", "kind": "Any", "default": 12}]}, {"type": "model", "name": "HtmlPdfDownloadButton1", "properties": [{"name": "value", "kind": "Any", "default": ""}, {"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}]}, "version": "3.6.2"})
+                } else {
+                   setTimeout(embed_bokeh_0, 200)
+                }
+              };
+              embed_bokeh_0()
+            </script>
+            <section id="attaching-views">
+<h2>Attaching Views<a class="headerlink" href="#attaching-views" title="Link to this heading">#</a></h2>
+<p>Attaching a <a class="reference internal" href="../../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View</span></a> to a <a class="reference internal" href="../../reference/Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="xref myst py py-class">Pipeline</span></a> only requires passing the <code class="docutils literal notranslate"><span class="pre">pipeline</span></code> as an argument to the <a class="reference internal" href="../../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View</span></a> constructor. The <a class="reference internal" href="../../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View</span></a> will now be linked to the pipeline and update when we change it:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">scatter</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">views</span><span class="o">.</span><span class="n">hvPlotView</span><span class="p">(</span>
+    <span class="n">pipeline</span><span class="o">=</span><span class="n">pipeline</span><span class="p">,</span> <span class="n">kind</span><span class="o">=</span><span class="s1">&#39;scatter&#39;</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="s1">&#39;bill_length_mm&#39;</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="s1">&#39;bill_depth_mm&#39;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s1">&#39;species&#39;</span><span class="p">,</span>
+    <span class="n">height</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="n">responsive</span><span class="o">=</span><span class="kc">True</span>
+<span class="p">)</span>
+
+<span class="n">scatter</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell1-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell1-py" class="pyodide-stderr" ></pre><div id="output-codecell1-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_1 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell1-py", "root_id": "p1087", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1087", "attributes": {"name": "Column00544", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1185", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1186", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1181", "attributes": {"url": "https://cdn.jsdelivr.net/npm/material-components-web@7.0.0/dist/material-components-web.min.css"}}, {"type": "object", "name": 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"kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "BootstrapTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "TemplateEditor1", "properties": [{"name": "layout", "kind": "Any", "default": []}]}, {"type": "model", "name": "MaterialTemplateActions1", "properties": [{"name": "open_modal", "kind": "Any", "default": 0}, {"name": "close_modal", "kind": "Any", "default": 0}]}, {"type": "model", "name": "ReactiveESM1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "JSComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "ReactComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "AnyWidgetComponent1", "properties": [{"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}, {"type": "model", "name": "request_value1", "properties": [{"name": "fill", "kind": "Any", "default": "none"}, {"name": "_synced", "kind": "Any", "default": null}, {"name": "_request_sync", "kind": "Any", "default": 0}]}, {"type": "model", "name": "DownloadButton1", "properties": [{"name": "color", "kind": "Any", "default": "grey"}, {"name": "data", "kind": "Any", "default": ""}, {"name": "filename", "kind": "Any", "default": ""}, {"name": "hide", "kind": "Any", "default": false}, {"name": "size", "kind": "Any", "default": 20}]}, {"type": "model", "name": "clicked1", "properties": [{"name": "disabled", "kind": "Any", "default": false}, {"name": "color", "kind": "Any", "default": null}, {"name": "icon", "kind": "Any", "default": null}, {"name": "size", "kind": "Any", "default": 12}]}, {"type": "model", "name": "HtmlPdfDownloadButton1", "properties": [{"name": "value", "kind": "Any", "default": ""}, {"name": "esm_constants", "kind": "Any", "default": {"type": "map"}}]}]}, "version": "3.6.2"})
+                } else {
+                   setTimeout(embed_bokeh_1, 200)
+                }
+              };
+              embed_bokeh_1()
+            </script>
+            <p>Now let us create one more view, a <a class="reference internal" href="../../reference/view/Table.html#lumen.views.base.Table" title="lumen.views.base.Table"><span class="xref myst py py-class">Table</span></a>:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">table</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">views</span><span class="o">.</span><span class="n">Table</span><span class="p">(</span><span class="n">pipeline</span><span class="o">=</span><span class="n">pipeline</span><span class="p">,</span> <span class="n">page_size</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">sizing_mode</span><span class="o">=</span><span class="s1">&#39;stretch_width&#39;</span><span class="p">)</span>
+
+<span class="n">table</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell2-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell2-py" class="pyodide-stderr" ></pre><div id="output-codecell2-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_2 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell2-py", "root_id": "p1194", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1194", "attributes": {"name": "Column00650", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1200", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1253", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1195", "attributes": {"url": "https://cdn.jsdelivr.net/npm/material-components-web@7.0.0/dist/material-components-web.min.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1196", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/default.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1197", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/material_variables.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1198", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/theme/material.css"}}], "margin": 0, "sizing_mode": "stretch_width", "align": "start", "children": [{"type": "object", "name": "panel.models.tabulator.DataTabulator", "id": "p1251", "attributes": {"subscribed_events": {"type": "set", "entries": ["cell-click", "table-edit", "selection-change"]}, "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"id": "p1200"}, {"type": "object", "name": "ImportedStyleSheet", "id": 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+                } else {
+                   setTimeout(embed_bokeh_2, 200)
+                }
+              };
+              embed_bokeh_2()
+            </script>
+            </section>
+<section id="laying-out-views">
+<h2>Laying out views<a class="headerlink" href="#laying-out-views" title="Link to this heading">#</a></h2>
+<p>Now we could lay these components out using Panel and publish a Panel dashboard but for now we will stick entirely with Lumen components. The Lumen <a class="reference internal" href="../../reference/Layout.html#lumen.layout.Layout" title="lumen.layout.Layout"><span class="xref myst py py-class">Layout</span></a> component will let us arrange one or more views. Here we will take our two views and put the in layout:</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">layout</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">Layout</span><span class="p">(</span><span class="n">views</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;scatter&#39;</span><span class="p">:</span> <span class="n">scatter</span><span class="p">,</span> <span class="s1">&#39;table&#39;</span><span class="p">:</span> <span class="n">table</span><span class="p">},</span> <span class="n">title</span><span class="o">=</span><span class="s1">&#39;Palmer Penguins&#39;</span><span class="p">)</span>
+
+<span class="n">layout</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell3-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell3-py" class="pyodide-stderr" ></pre><div id="output-codecell3-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_3 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell3-py", "root_id": "p1350", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1350", "attributes": {"name": "Column00768", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1448", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1501", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1443", "attributes": {"url": "https://cdn.jsdelivr.net/npm/material-components-web@7.0.0/dist/material-components-web.min.css"}}, {"type": "object", "name": 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+<section id="building-the-dashboard">
+<h2>Building the dashboard<a class="headerlink" href="#building-the-dashboard" title="Link to this heading">#</a></h2>
+<p>Finally we can add our <a class="reference internal" href="../../reference/Layout.html#lumen.layout.Layout" title="lumen.layout.Layout"><span class="xref myst py py-class">Layout</span></a> to a <a class="reference internal" href="#lumen.dashboard.Dashboard"><span class="xref myst">Dashboard</span></a> instance and give the dashboard a title via the <a class="reference internal" href="../../reference/Config.html#lumen.dashboard.Config" title="lumen.dashboard.Config"><span class="xref myst py py-class">config</span></a> option.</p>
+<div class="pyodide highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">lm</span><span class="o">.</span><span class="n">Dashboard</span><span class="p">(</span><span class="n">config</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;title&#39;</span><span class="p">:</span> <span class="s1">&#39;Palmer Penguins&#39;</span><span class="p">},</span> <span class="n">layouts</span><span class="o">=</span><span class="p">[</span><span class="n">layout</span><span class="p">])</span>
+</pre></div>
+</div>
+<pre id="stdout-codecell4-py" class="pyodide-stdout" ></pre><pre id="stderr-codecell4-py" class="pyodide-stderr" ></pre><div id="output-codecell4-py" class="pyodide-output embedded"></div>
+
+            <script>
+              async function embed_bokeh_4 () {
+                if (window.Bokeh && window.Bokeh.Panel && window.Tabulator) {
+                  await Bokeh.embed.embed_item({"target_id": "output-codecell4-py", "root_id": "p1526", "doc": {"version": "3.6.2", "title": "Panel Application", "roots": [{"type": "object", "name": "panel.models.layout.Column", "id": "p1526", "attributes": {"name": "Column01215", "stylesheets": ["\n:host(.pn-loading):before, .pn-loading:before {\n  background-color: #0072B5;\n  mask-size: auto calc(min(50%, 400px));\n  -webkit-mask-size: auto calc(min(50%, 400px));\n}", {"type": "object", "name": "ImportedStyleSheet", "id": "p1532", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1533", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/bundled/font-awesome/css/all.min.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": "p1544", "attributes": {"url": "https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css"}}, {"type": "object", "name": "ImportedStyleSheet", "id": 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+<h1>Deploy a dashboard<a class="headerlink" href="#deploy-a-dashboard" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>Whether you are still developing or have already completed your specification file, deployment creates a visual instantiation of your dashboard.</p>
+</div>
+<p>Run the code below to start a Lumen server that displays your dashboard in a browser window. Change <code class="docutils literal notranslate"><span class="pre">&lt;dashboard.yaml&gt;</span></code> to the path of your YAML specification file.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>&lt;dashboard.yaml&gt;<span class="w"> </span>--show
+</pre></div>
+</div>
+<p>If you are developing a dashboard using a Python script (see <a class="reference internal" href="#pipeline_python"><span class="xref myst">Lumen in Python guide</span></a>) instead of a YAML file, you can use the same deployment approach by supplying the path to the Python script.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>&lt;dashboard.py&gt;<span class="w"> </span>--show
+</pre></div>
+</div>
+<section id="deploy-during-development">
+<h2>Deploy during development<a class="headerlink" href="#deploy-during-development" title="Link to this heading">#</a></h2>
+<p>While developing with Lumen, it is a great idea to visualize the progress of your dashboard. The code below uses <code class="docutils literal notranslate"><span class="pre">--autoreload</span></code> to refresh the view every time you save your YAML specification file.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>serve<span class="w"> </span>&lt;dashboard.yaml&gt;<span class="w"> </span>--show<span class="w"> </span>--autoreload
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diff --git a/how_to/data_visualization/views.html b/how_to/data_visualization/views.html
new file mode 100644
index 00000000..4fc60fac
--- /dev/null
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+  <section id="how-to-define-views">
+<h1>How to define views<a class="headerlink" href="#how-to-define-views" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide will show you how to define views on your dashboard</p>
+</div>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>A view is the final output of a dashboard, but to be able to create a view, at least one data <a class="reference internal" href="../../reference/source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><span class="xref myst py py-class">Source</span></a> is needed.
+The following example source is a table containing data about individual penguins with various measurements.
+This source could have been <a class="reference internal" href="../../reference/filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="xref myst py py-class">filtered</span></a> or <a class="reference internal" href="../../reference/transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="xref myst py py-class">transformed</span></a> but is omitted to keep the example simple.</p>
+<p>The views are located in the <code class="docutils literal notranslate"><span class="pre">layouts</span></code> area and can take the form of various visual components.
+Lumen includes many <a class="reference internal" href="../../reference/view/index.html#lumen.views.base.View" title="lumen.views.base.View"><span class="xref myst py py-class">View types</span></a> and is built so that you can easily use components from the <a class="reference external" href="https://holoviz.org/">Holoviz ecosystem</a>, such as a <a class="reference external" href="https://hvplot.holoviz.org/reference/pandas/scatter.html">scatter plot from hvPlot</a> or an <a class="reference external" href="https://panel.holoviz.org/reference/index.html#indicators">indicator from Panel</a>.</p>
+<p><img alt="" src="../../_images/lumen_dashboard.png" /></p>
+<p>Below is an example of two views of the same data - a scatter plot and a table.</p>
+<div class="sd-tab-set docutils">
+<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="yaml" for="sd-tab-item-0">
+YAML</label><div class="sd-tab-content docutils">
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">sources</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">penguin_source</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">file</span>
+<span class="w">    </span><span class="nt">tables</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">penguin_table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">https://datasets.holoviz.org/penguins/v1/penguins.csv</span>
+
+<span class="nt">layouts</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">title</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">Table</span>
+<span class="w">    </span><span class="nt">source</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_source</span>
+<span class="hll"><span class="w">    </span><span class="nt">views</span><span class="p">:</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hvplot</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">kind</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">scatter</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">color</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">species</span>
+</span><span class="hll"><span class="w">      </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">table</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">table</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">penguin_table</span>
+</span></pre></div>
+</div>
+</div>
+<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
+<label class="sd-tab-label" data-sync-group="tab" data-sync-id="python" for="sd-tab-item-1">
+Python</label><div class="sd-tab-content docutils">
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">panel</span> <span class="k">as</span> <span class="nn">pn</span>
+<span class="kn">from</span> <span class="nn">lumen.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+<span class="kn">from</span> <span class="nn">lumen.views</span> <span class="kn">import</span> <span class="n">Table</span><span class="p">,</span> <span class="n">hvPlotView</span>
+
+<span class="n">pn</span><span class="o">.</span><span class="n">extension</span><span class="p">(</span><span class="s2">&quot;tabulator&quot;</span><span class="p">)</span>
+
+<span class="n">data_url</span> <span class="o">=</span> <span class="s2">&quot;https://datasets.holoviz.org/penguins/v1/penguins.csv&quot;</span>
+<span class="n">pipeline</span> <span class="o">=</span> <span class="n">Pipeline</span><span class="o">.</span><span class="n">from_spec</span><span class="p">(</span>
+    <span class="p">{</span>
+        <span class="s2">&quot;source&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;type&quot;</span><span class="p">:</span> <span class="s2">&quot;file&quot;</span><span class="p">,</span> <span class="s2">&quot;tables&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;penguin_table&quot;</span><span class="p">:</span> <span class="n">data_url</span><span class="p">}},</span>
+    <span class="p">}</span>
+<span class="p">)</span>
+
+<span class="hll"><span class="n">pn</span><span class="o">.</span><span class="n">Column</span><span class="p">(</span><span class="n">hvPlotView</span><span class="p">(</span><span class="n">pipeline</span><span class="o">=</span><span class="n">pipeline</span><span class="p">),</span> <span class="n">Table</span><span class="p">(</span><span class="n">pipeline</span><span class="o">=</span><span class="n">pipeline</span><span class="p">))</span>
+</span></pre></div>
+</div>
+<p>To arrange the Lumen dashboard views in Python, use <a class="reference external" href="https://panel.holoviz.org/">Panel</a>, as shown here.</p>
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+  <div class="bd-toc-item navbar-nav"><ul class="nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="data_intake/index.html">Data Intake</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="data_intake/files.html">Access Files</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_intake/cache.html">Cache Data</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="data_processing/index.html">Data Processing</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="data_processing/pipeline_python.html">Build Pipelines with Python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_processing/branch_pipeline.html">Branch a Pipeline</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="data_visualization/index.html">Visualize and Deploy</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="data_visualization/views.html">Define Views</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_visualization/dashboard_python.html">Visualize Dashboards with Python</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_visualization/deploy.html">Deploy</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="validation/index.html">Validation</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="validation/validate.html">Validate Specification</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="data_output/index.html">Data Output</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="data_output/download_data.html">Enable Data Download</a></li>
+</ul>
+</details></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="advanced/index.html">Advanced Topics</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
+<li class="toctree-l2"><a class="reference internal" href="advanced/local_components.html">Access Custom Components</a></li>
+<li class="toctree-l2"><a class="reference internal" href="advanced/auth.html">Configure Authentication</a></li>
+<li class="toctree-l2"><a class="reference internal" href="advanced/variables_and_references.html">Reference Variables</a></li>
+<li class="toctree-l2"><a class="reference internal" href="advanced/callbacks.html">Declare Callbacks</a></li>
+</ul>
+</details></li>
+</ul>
+</div>
+</nav></div>
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+  <div class="sidebar-primary-items__end sidebar-primary__section">
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+                <article class="bd-article">
+                  
+  <section id="how-to-guides">
+<h1>How to Guides<a class="headerlink" href="#how-to-guides" title="Link to this heading">#</a></h1>
+<p>Lumen’s How to Guides provide step by step recipes for solving essential problems and tasks. They are more advanced than the Getting Started material and assume some knowledge of how Lumen works.</p>
+<section id="data-intake">
+<h2>Data Intake<a class="headerlink" href="#data-intake" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-link-external sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M15.5 2.25a.75.75 0 0 1 .75-.75h5.5a.75.75 0 0 1 .75.75v5.5a.75.75 0 0 1-1.5 0V4.06l-6.22 6.22a.75.75 0 1 1-1.06-1.06L19.94 3h-3.69a.75.75 0 0 1-.75-.75Z"></path><path d="M2.5 4.25c0-.966.784-1.75 1.75-1.75h8.5a.75.75 0 0 1 0 1.5h-8.5a.25.25 0 0 0-.25.25v15.5c0 .138.112.25.25.25h15.5a.25.25 0 0 0 .25-.25v-8.5a.75.75 0 0 1 1.5 0v8.5a1.75 1.75 0 0 1-1.75 1.75H4.25a1.75 1.75 0 0 1-1.75-1.75V4.25Z"></path></svg> Access Files</div>
+<p class="sd-card-text">Learn how to use a local or remote file as a source for your dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_intake/files.html"><span class="doc">How to access files</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-database sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M12 1.25c2.487 0 4.773.402 6.466 1.079.844.337 1.577.758 2.112 1.264.536.507.922 1.151.922 1.907v12.987l-.026.013h.026c0 .756-.386 1.4-.922 1.907-.535.506-1.268.927-2.112 1.264-1.693.677-3.979 1.079-6.466 1.079s-4.774-.402-6.466-1.079c-.844-.337-1.577-.758-2.112-1.264C2.886 19.9 2.5 19.256 2.5 18.5h.026l-.026-.013V5.5c0-.756.386-1.4.922-1.907.535-.506 1.268-.927 2.112-1.264C7.226 1.652 9.513 1.25 12 1.25ZM4 14.371v4.116l-.013.013H4c0 .211.103.487.453.817.351.332.898.666 1.638.962 1.475.589 3.564.971 5.909.971 2.345 0 4.434-.381 5.909-.971.739-.296 1.288-.63 1.638-.962.349-.33.453-.607.453-.817h.013L20 18.487v-4.116a7.85 7.85 0 0 1-1.534.8c-1.693.677-3.979 1.079-6.466 1.079s-4.774-.402-6.466-1.079a7.843 7.843 0 0 1-1.534-.8ZM20 12V7.871a7.85 7.85 0 0 1-1.534.8C16.773 9.348 14.487 9.75 12 9.75s-4.774-.402-6.466-1.079A7.85 7.85 0 0 1 4 7.871V12c0 .21.104.487.453.817.35.332.899.666 1.638.961 1.475.59 3.564.972 5.909.972 2.345 0 4.434-.382 5.909-.972.74-.295 1.287-.629 1.638-.96.35-.33.453-.607.453-.818ZM4 5.5c0 .211.103.487.453.817.351.332.898.666 1.638.962 1.475.589 3.564.971 5.909.971 2.345 0 4.434-.381 5.909-.971.739-.296 1.288-.63 1.638-.962.349-.33.453-.607.453-.817 0-.211-.103-.487-.453-.817-.351-.332-.898-.666-1.638-.962-1.475-.589-3.564-.971-5.909-.971-2.345 0-4.434.381-5.909.971-.739.296-1.288.63-1.638.962C4.104 5.013 4 5.29 4 5.5Z"></path></svg> Cache Data</div>
+<p class="sd-card-text">Learn how to locally cache data to speed up reloading from a remote Source.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_intake/cache.html"><span class="doc">How to use cache</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="data-processing">
+<h2>Data Processing<a class="headerlink" href="#data-processing" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-git-commit sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M16.944 11h4.306a.75.75 0 0 1 0 1.5h-4.306a5.001 5.001 0 0 1-9.888 0H2.75a.75.75 0 0 1 0-1.5h4.306a5.001 5.001 0 0 1 9.888 0Zm-1.444.75a3.5 3.5 0 1 0-7 0 3.5 3.5 0 0 0 7 0Z"></path></svg> Build Pipelines with Python</div>
+<p class="sd-card-text">Learn the basics of how to build a Lumen Pipeline programmatically with Python.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_processing/pipeline_python.html"><span class="doc">Build a Pipeline in Python</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-git-branch sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M15 4.75a3.25 3.25 0 1 1 6.5 0 3.25 3.25 0 0 1-6.5 0ZM2.5 19.25a3.25 3.25 0 1 1 6.5 0 3.25 3.25 0 0 1-6.5 0Zm0-14.5a3.25 3.25 0 1 1 6.5 0 3.25 3.25 0 0 1-6.5 0ZM5.75 6.5a1.75 1.75 0 1 0-.001-3.501A1.75 1.75 0 0 0 5.75 6.5Zm0 14.5a1.75 1.75 0 1 0-.001-3.501A1.75 1.75 0 0 0 5.75 21Zm12.5-14.5a1.75 1.75 0 1 0-.001-3.501A1.75 1.75 0 0 0 18.25 6.5Z"></path><path d="M5.75 16.75A.75.75 0 0 1 5 16V8a.75.75 0 0 1 1.5 0v8a.75.75 0 0 1-.75.75Z"></path><path d="M17.5 8.75v-1H19v1a3.75 3.75 0 0 1-3.75 3.75h-7a1.75 1.75 0 0 0-1.75 1.75H5A3.25 3.25 0 0 1 8.25 11h7a2.25 2.25 0 0 0 2.25-2.25Z"></path></svg> Branch a Pipeline</div>
+<p class="sd-card-text">Learn how to build branching pipelines, allowing for views of the same source data at different steps in processing.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_processing/branch_pipeline.html"><span class="doc">Branch a pipeline</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="visualize-and-deploy">
+<h2>Visualize and Deploy<a class="headerlink" href="#visualize-and-deploy" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-image sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M4.75 3h14.5c.966 0 1.75.784 1.75 1.75v14.5A1.75 1.75 0 0 1 19.25 21H4.75A1.75 1.75 0 0 1 3 19.25V4.75C3 3.784 3.784 3 4.75 3Zm14.5 1.5H4.75a.25.25 0 0 0-.25.25v14.5c0 .138.112.25.25.25h.19l9.823-9.823a1.75 1.75 0 0 1 2.475 0l2.262 2.262V4.75a.25.25 0 0 0-.25-.25Zm.25 9.56-3.323-3.323a.25.25 0 0 0-.354 0L7.061 19.5H19.25a.25.25 0 0 0 .25-.25ZM8.5 11a2.5 2.5 0 1 1 0-5 2.5 2.5 0 0 1 0 5Zm0-1.5a1 1 0 1 0 0-2 1 1 0 0 0 0 2Z"></path></svg> Define Views</div>
+<p class="sd-card-text">Learn how to define views on your dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_visualization/views.html"><span class="doc">How to define views</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-graph sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M2.5 2.75a.75.75 0 0 0-1.5 0v18.5c0 .414.336.75.75.75H20a.75.75 0 0 0 0-1.5H2.5V2.75Z"></path><path d="M22.28 7.78a.75.75 0 0 0-1.06-1.06l-5.72 5.72-3.72-3.72a.75.75 0 0 0-1.06 0l-6 6a.75.75 0 1 0 1.06 1.06l5.47-5.47 3.72 3.72a.75.75 0 0 0 1.06 0l6.25-6.25Z"></path></svg> Visualize Dashboards with Python</div>
+<p class="sd-card-text">Learn how to build a Lumen Dashboard programmatically with Python.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_visualization/dashboard_python.html"><span class="doc">Building a dashboard in Python</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-package-dependents sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M9.126.64a1.748 1.748 0 0 1 1.75 0l8.25 4.762c.103.06.199.128.286.206a.75.75 0 0 1 .554.96c.023.113.035.23.035.35v3.332a.75.75 0 0 1-1.5 0V7.64l-7.75 4.474V22.36a.75.75 0 0 1-1.125.65l-8.75-5.052a1.75 1.75 0 0 1-.875-1.515V6.917c0-.119.012-.236.035-.35a.749.749 0 0 1 .554-.96c.088-.078.184-.146.286-.205L9.126.639Zm.875 10.173v.001l7.75-4.474-7.625-4.402a.248.248 0 0 0-.25 0L2.251 6.34Zm-8.5-3.175v8.803c0 .09.048.172.125.216l7.625 4.402v-8.947Z"></path><path d="m21.347 17.5-2.894-2.702a.75.75 0 1 1 1.023-1.096l4.286 4a.75.75 0 0 1 0 1.096l-4.286 4a.75.75 0 1 1-1.023-1.096L21.347 19h-6.633a.75.75 0 0 1 0-1.5h6.633Z"></path></svg> Deploy</div>
+<p class="sd-card-text">Learn how to deploy a visual instantiation of your dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_visualization/deploy.html"><span class="doc">Deploy a dashboard</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="validation">
+<h2>Validation<a class="headerlink" href="#validation" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-bug sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M7.72.22a.75.75 0 0 1 1.06 0l1.204 1.203A4.98 4.98 0 0 1 12 1c.717 0 1.4.151 2.016.423L15.22.22a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-.971.972A4.991 4.991 0 0 1 17 6v1.104a2.755 2.755 0 0 1 1.917 1.974l1.998-.999a.75.75 0 0 1 .67 1.342L19 10.714V13.5l3.25.003a.75.75 0 0 1 0 1.5L19 15.001V16c0 .568-.068 1.134-.204 1.686l.04.018 2.75 1.375a.75.75 0 1 1-.671 1.342l-2.638-1.319A6.998 6.998 0 0 1 12 23a6.998 6.998 0 0 1-6.197-3.742l-2.758 1.181a.752.752 0 0 1-1.064-.776.752.752 0 0 1 .474-.602l2.795-1.199A6.976 6.976 0 0 1 5 16v-.996H1.75a.75.75 0 0 1 0-1.5H5v-2.79L2.415 9.42a.75.75 0 0 1 .67-1.342l1.998.999A2.756 2.756 0 0 1 7 7.104V6a4.99 4.99 0 0 1 1.69-3.748l-.97-.972a.75.75 0 0 1 0-1.06ZM6.5 9.75V16a5.5 5.5 0 1 0 11 0V9.75c0-.69-.56-1.25-1.25-1.25h-8.5c-.69 0-1.25.56-1.25 1.25ZM8.5 7h7V6a3.5 3.5 0 1 0-7 0Z"></path></svg> Validate Specification</div>
+<p class="sd-card-text">Learn how to validate the YAML file that specifies a Lumen dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="validation/validate.html"><span class="doc">Validate the specification</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="data-output">
+<h2>Data Output<a class="headerlink" href="#data-output" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-download sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M4.75 17.25a.75.75 0 0 1 .75.75v2.25c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25V18a.75.75 0 0 1 1.5 0v2.25A1.75 1.75 0 0 1 18.25 22H5.75A1.75 1.75 0 0 1 4 20.25V18a.75.75 0 0 1 .75-.75Z"></path><path d="M5.22 9.97a.749.749 0 0 1 1.06 0l4.97 4.969V2.75a.75.75 0 0 1 1.5 0v12.189l4.97-4.969a.749.749 0 1 1 1.06 1.06l-6.25 6.25a.749.749 0 0 1-1.06 0l-6.25-6.25a.749.749 0 0 1 0-1.06Z"></path></svg> Enable Data Download</div>
+<p class="sd-card-text">Learn how to enable your dashboard’s viewer to download data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="data_output/download_data.html"><span class="doc">How to download data</span></a></div>
+</div>
+</div>
+</div>
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+<section id="advanced-topics">
+<h2>Advanced Topics<a class="headerlink" href="#advanced-topics" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-2 sd-row-cols-md-2 sd-row-cols-lg-3 sd-g-1 sd-g-xs-1 sd-g-sm-1 sd-g-md-1 sd-g-lg-2 docutils">
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+<p class="sd-card-text">How to use variables and references to link objects across the YAML file.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="advanced/variables_and_references.html"><span class="doc">How to use variables</span></a></div>
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+<p class="sd-card-text">Learn how to access local files that build custom components.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="advanced/local_components.html"><span class="doc">Access custom components</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
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+<div class="sd-card-title sd-font-weight-bold docutils">
+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-unlock sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M7.5 7.25V9h11a2.5 2.5 0 0 1 2.5 2.5v8a2.5 2.5 0 0 1-2.5 2.5h-13A2.5 2.5 0 0 1 3 19.5v-8A2.5 2.5 0 0 1 5.5 9H6V7.25C6 3.845 8.503 1 12 1c2.792 0 4.971 1.825 5.718 4.31a.75.75 0 1 1-1.436.432C15.71 3.84 14.079 2.5 12 2.5c-2.578 0-4.5 2.08-4.5 4.75Zm-3 4.25v8a1 1 0 0 0 1 1h13a1 1 0 0 0 1-1v-8a1 1 0 0 0-1-1h-13a1 1 0 0 0-1 1Z"></path></svg> Configure Authentication</div>
+<p class="sd-card-text">Learn how to configure authentication for your dashboard.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="advanced/auth.html"><span class="doc">Configuring Authentication</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-sm sd-card-hover docutils">
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+<svg version="1.1" width="2.5em" height="2.5em" class="sd-octicon sd-octicon-zap sd-mr-1" viewBox="0 0 24 24" aria-hidden="true"><path d="M15.716 1.329a1.341 1.341 0 0 1 2.109 1.55L15.147 9h4.161c1.623 0 2.372 2.016 1.143 3.075L8.102 22.721a1.148 1.148 0 0 1-1.81-1.317L8.996 15H4.674c-1.619 0-2.37-2.008-1.148-3.07l12.19-10.6Zm.452 1.595L4.51 13.061a.25.25 0 0 0 .164.439h5.45a.749.749 0 0 1 .692 1.041l-2.559 6.066 11.215-9.668a.25.25 0 0 0-.164-.439H14a.75.75 0 0 1-.687-1.05Z"></path></svg> Define Callbacks</div>
+<p class="sd-card-text">Learn how to perform custom actions with callbacks.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference internal" href="advanced/callbacks.html"><span class="doc">How to define callbacks</span></a></div>
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new file mode 100644
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+                  
+  <section id="validate-the-specification">
+<h1>Validate the specification<a class="headerlink" href="#validate-the-specification" title="Link to this heading">#</a></h1>
+<div class="important admonition">
+<p class="admonition-title">What does this guide solve?</p>
+<p>This guide shows you how to validate the YAML file that specifies a Lumen dashboard.</p>
+</div>
+<section id="run-the-specification-routine">
+<h2>Run the specification routine<a class="headerlink" href="#run-the-specification-routine" title="Link to this heading">#</a></h2>
+<p>Use the <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">validate</span></code> command line tool to run the validation. Insert the path to your specification file in place of <code class="docutils literal notranslate"><span class="pre">&lt;dashboard.yml&gt;</span></code> below.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>validate<span class="w"> </span>&lt;dashboard.yaml&gt;
+</pre></div>
+</div>
+</section>
+<section id="debug-an-invalid-specification-file">
+<h2>Debug an invalid specification file<a class="headerlink" href="#debug-an-invalid-specification-file" title="Link to this heading">#</a></h2>
+<p>When the validation fails, it will provide an error message indicating the type and location of the issue.</p>
+<section id="indentation-errors">
+<h3>Indentation errors<a class="headerlink" href="#indentation-errors" title="Link to this heading">#</a></h3>
+<p>Indentation errors often show up as “expected… but found…”</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>expected<span class="w"> </span>&lt;block<span class="w"> </span>end&gt;,<span class="w"> </span>but<span class="w"> </span>found<span class="w"> </span><span class="s1">&#39;?&#39;</span>
+<span class="w">  </span><span class="k">in</span><span class="w"> </span><span class="s2">&quot;&lt;unicode string&gt;&quot;</span>,<span class="w"> </span>line<span class="w"> </span><span class="m">28</span>,<span class="w"> </span>column<span class="w"> </span><span class="m">3</span>:
+<span class="w">      </span>facet:
+<span class="w">      </span>^
+</pre></div>
+</div>
+<p>They may also appear as messages about certain values not being allowed in this hierarchy level:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ERROR:<span class="w"> </span>mapping<span class="w"> </span>values<span class="w"> </span>are<span class="w"> </span>not<span class="w"> </span>allowed<span class="w"> </span>here
+<span class="w">  </span><span class="k">in</span><span class="w"> </span><span class="s2">&quot;&lt;unicode string&gt;&quot;</span>,<span class="w"> </span>line<span class="w"> </span><span class="m">6</span>,<span class="w"> </span>column<span class="w"> </span><span class="m">11</span>:
+<span class="w">        </span>shared:<span class="w"> </span><span class="nb">true</span>
+<span class="w">              </span>^
+</pre></div>
+</div>
+</section>
+<section id="invalid-keys-or-values">
+<h3>Invalid keys or values<a class="headerlink" href="#invalid-keys-or-values" title="Link to this heading">#</a></h3>
+<p>For constrained key and value fields, invalid entries will get caught, and a recommendation may be provided:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>View<span class="w"> </span>component<span class="w"> </span>specification<span class="w"> </span>declared<span class="w"> </span>unknown<span class="w"> </span><span class="nb">type</span><span class="w"> </span><span class="s1">&#39;hvplotqedq&#39;</span>.<span class="w"> </span>Did<span class="w"> </span>you<span class="w"> </span>mean<span class="w"> </span><span class="s1">&#39;hvplot or &#39;</span>hvplot_ui<span class="err">&#39;</span>?
+
+<span class="w">    </span>table:<span class="w"> </span>southern_rockies
+<span class="w">    </span>type:<span class="w"> </span>hvplotqedq
+<span class="w">    </span>kind:<span class="w"> </span>line
+<span class="w">    </span>x:<span class="w"> </span><span class="nb">time</span>
+<span class="w">    </span>y:<span class="w"> </span>precip
+<span class="w">    </span>by:
+<span class="w">    </span>-<span class="w"> </span>model
+<span class="w">    </span>-<span class="w"> </span>emissions
+<span class="w">    </span>min_height:<span class="w"> </span><span class="m">200</span>
+<span class="w">    </span>responsive:<span class="w"> </span><span class="nb">true</span>
+</pre></div>
+</div>
+</section>
+<section id="package-not-installed">
+<h3>Package not installed<a class="headerlink" href="#package-not-installed" title="Link to this heading">#</a></h3>
+<p>The validation will also catch the declaration of packages not installed. For example:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ERROR:<span class="w"> </span>In<span class="w"> </span>order<span class="w"> </span>to<span class="w"> </span>use<span class="w"> </span>the<span class="w"> </span><span class="nb">source</span><span class="w"> </span>component<span class="w"> </span><span class="s1">&#39;intake&#39;</span>,<span class="w"> </span>the<span class="w"> </span><span class="s1">&#39;intake&#39;</span><span class="w"> </span>package<span class="w"> </span>must<span class="w"> </span>be<span class="w"> </span>installed.
+</pre></div>
+</div>
+<p>In this case, simply install the package into your environment, such as with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>install<span class="w"> </span>intake
+</pre></div>
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+  <section id="welcome-to-lumen">
+<h1>Welcome to Lumen!<a class="headerlink" href="#welcome-to-lumen" title="Link to this heading">#</a></h1>
+<p>The Lumen project consists of two main pieces:</p>
+<ul class="simple">
+<li><p><strong>Lumen Core</strong>: A framework for visual analytics, making it possible to build complex data processing pipelines, plots and entire dashboards using a declarative specification.</p></li>
+<li><p><strong>Lumen AI</strong>: An extensible Agent based “chat-with-data” framework.</p></li>
+</ul>
+<p>Together these pieces make it possible to perform complex data analysis using natural language, and then export the results, continue the analysis in a notebook or assemble the results into a dashboard using a drag-and-drop interface.</p>
+<section id="lumen-ai">
+<h2>Lumen AI<a class="headerlink" href="#lumen-ai" title="Link to this heading">#</a></h2>
+<img src="./_static/ai-diagram.png" alt="Lumen AI Diagram" width="100%"/>
+<p>Lumen AI provides a framework for chatting with data. It interfaces with the Lumen data sources providing the ability to connect with your database or data lake and unlock insights without writing code.</p>
+<ul class="simple">
+<li><p>Generate complex SQL queries to analyze the data</p></li>
+<li><p>Generate charts &amp; powerful data tables or entire dashboards.</p></li>
+<li><p>Automatically summarize the key results and insights.</p></li>
+<li><p>Define custom analyses to generate deep insights tailored to your domain.</p></li>
+</ul>
+</section>
+<section id="lumen-core">
+<h2>Lumen Core<a class="headerlink" href="#lumen-core" title="Link to this heading">#</a></h2>
+<img src="./_static/diagram.png" width="100%">
+<p>The power of Lumen comes from the ability to leverage the powerful data intake, data processing and data visualization libraries available in the PyData ecosystem.</p>
+<ul class="simple">
+<li><p><strong>Data Intake</strong>: A flexible system for declaring data sources with strong integration with SQL, DuckDB and familiar Python DataFrame libraries. This allows Lumen to query data from a wide range of sources including many file formats such as CSV or Parquet but also SQL and many others and apply transformations where the data lives.</p></li>
+<li><p><strong>Data Proccessing</strong>: Internally Lumen allows manipulating data in SQL or in Python as DataFrame objects. This allows Lumen to perform data transformations where the data lives (using SQL), while also providing the flexibility of familiar APIs for filtering and transforming data using <a class="reference external" href="https://pandas.pydata.org/">Pandas</a> or scaling these transformations out to a cluster thanks to <a class="reference external" href="https://dask.org/">Dask</a>.</p></li>
+<li><p><strong>Data Visualization</strong>: Since Lumen is built on <a class="reference external" href="https://panel.holoviz.org">Panel</a> all the most popular plotting libraries and many other components such as powerful datagrids and BI indicators are supported.</p></li>
+</ul>
+<p>The core strengths of Lumen include:</p>
+<ul class="simple">
+<li><p><strong>Flexibility</strong>: The design of Lumen allows flexibly combining data intake, data processing and data visualization into a simple declarative pipeline.</p></li>
+<li><p><strong>Extensibility</strong>: Every part of Lumen is designed to be extended letting you define custom Source, Filter, Transform and View components.</p></li>
+<li><p><strong>Scalability</strong>: Lumen is designed with performance in mind and supports scalable Dask DataFrames out of the box, letting you scale to datasets larger than memory or even scale out to a cluster.</p></li>
+<li><p><strong>Security</strong>: Lumen ships with a wide range of OAuth providers out of the box, making it a breeze to add authentication to your applications.</p></li>
+</ul>
+<div class="sd-container-fluid sd-sphinx-override sd-mb-4 docutils">
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+<p class="sd-card-text">How to explore your data with Lumen AI.</p>
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+<p class="sd-card-text">Get an overview of the core concepts of Lumen</p>
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+<p class="sd-card-text">Discover how to build powerful data pipelines with with Lumen.</p>
+</div>
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+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
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+  
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+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
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+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
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+
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+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
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+          
+          
+          
+          
+          
+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
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+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Config</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="config">
+<h1>Config<a class="headerlink" href="#config" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.dashboard.Config">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.dashboard.</span></span><span class="sig-name descname"><span class="pre">Config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auto_update</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">background_load</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">editable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_color</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_spinner</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">logo</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ncols</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_error</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_loaded</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_session_created</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_session_destroyed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_update</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">raise_with_notifications</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reloadable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">show_traceback</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">theme</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.dashboard.Config" title="Link to this definition">#</a></dt>
+<dd><p><cite>Config</cite> provides high-level configuration options for the
+<code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.dashboard.Dashboard</span></code>.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">auto_update</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Whether changes in filters, transforms and references automaticallytrigger updates in the data or whether an update has to be triggeredmanually using the update event or the update button in the UI.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">background_load</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to load any layouts in the background.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">editable</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the dashboard specification is editable from withinthe deployed dashboard.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">layout</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">panel.FlexBox</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">panel.Accordion</span> <span class="pre">|</span> <span class="pre">panel.Column</span> <span class="pre">|</span> <span class="pre">panel.GridBox</span> <span class="pre">|</span> <span class="pre">panel.Row</span> <span class="pre">|</span> <span class="pre">panel.Tabs</span> <span class="pre">|</span> <span class="pre">panel.FlexBox</span></code><br><span style="vertical-align: bottom;">Overall layout of the dashboard.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">loading_color</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'#0072B5'</span></code><br><span style="vertical-align: bottom;">Color of the loading indicator.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">loading_spinner</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'arc'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'arc'</span> <span class="pre">|</span> <span class="pre">'arcs'</span> <span class="pre">|</span> <span class="pre">'bar'</span> <span class="pre">|</span> <span class="pre">'dots'</span> <span class="pre">|</span> <span class="pre">'petal'</span></code><br><span style="vertical-align: bottom;">Loading indicator to use when component loading parameter is set.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">logo</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A logo to add to the theme.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Config'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">ncols</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">3</span></code><br><strong>bounds</strong>: (1, None)<br><span style="vertical-align: bottom;">Number of columns to lay out layouts in.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">on_error</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Callback that fires if an error occurs in a dashboard callback.The exception is passed as the first argument.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">on_loaded</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Callback that fires when a user frontend session is fully loaded.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">on_session_created</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Callback that fires when a user session is created.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">on_session_destroyed</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Callback that fires when a user session is destroyed.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">on_update</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Callback that fires when a pipeline is updated. The updatedpipeline is passed as the first argument.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">raise_with_notifications</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to raise exceptions when notifications are enabled.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">reloadable</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to allow reloading data from source(s) using a button.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">show_traceback</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to show the traceback if an error happens.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">sync_with_url</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to sync current state of the application.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">template</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">panel.template.MaterialTemplate</span></code><br><span style="vertical-align: bottom;">The Panel template to render the dashboard into.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">theme</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">panel.theme.DefaultTheme</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">panel.theme.DefaultTheme</span> <span class="pre">|</span> <span class="pre">panel.theme.DarkTheme</span></code><br><span style="vertical-align: bottom;">The Panel template theme to style the dashboard with.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">title</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Lumen</span> <span class="pre">Dashboard'</span></code><br><span style="vertical-align: bottom;">The title of the dashboard.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.dashboard.Config.construct_template">
+<span class="sig-prename descclassname"><span class="pre">Config.</span></span><span class="sig-name descname"><span class="pre">construct_template</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.dashboard.Config.construct_template" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.dashboard.Config.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Config.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.dashboard.Config.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.dashboard.Config"><code class="docutils literal notranslate"><span class="pre">Config</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.dashboard.Config.construct_template"><code class="docutils literal notranslate"><span class="pre">Config.construct_template()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.dashboard.Config.to_spec"><code class="docutils literal notranslate"><span class="pre">Config.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../_sources/reference/Config.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
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+              
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+    </div>
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+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
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+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
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+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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\ No newline at end of file
diff --git a/reference/Defaults.html b/reference/Defaults.html
new file mode 100644
index 00000000..2d750742
--- /dev/null
+++ b/reference/Defaults.html
@@ -0,0 +1,689 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../site.webmanifest"/>
+            
+    <title>Defaults &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
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+  
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+    <script src="../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
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+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Defaults</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="defaults">
+<h1>Defaults<a class="headerlink" href="#defaults" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.dashboard.Defaults">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.dashboard.</span></span><span class="sig-name descname"><span class="pre">Defaults</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filters</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sources</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transforms</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">views</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.dashboard.Defaults" title="Link to this definition">#</a></dt>
+<dd><p><cite>Defaults</cite> to apply to the component classes.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">download</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">Defaults for the Download object</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">filters</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Defaults for Filter objects.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Defaults'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">sources</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Defaults for Source objects.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">transforms</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Defaults for Transform objects.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">views</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Defaults for View objects.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.dashboard.Defaults.apply">
+<span class="sig-prename descclassname"><span class="pre">Defaults.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.dashboard.Defaults.apply" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.dashboard.Defaults.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Defaults.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.dashboard.Defaults.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.dashboard.Defaults"><code class="docutils literal notranslate"><span class="pre">Defaults</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.dashboard.Defaults.apply"><code class="docutils literal notranslate"><span class="pre">Defaults.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.dashboard.Defaults.to_spec"><code class="docutils literal notranslate"><span class="pre">Defaults.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../_sources/reference/Defaults.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
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+              
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+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
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+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
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+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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+    <div class="footer-items__end">
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+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
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+</html>
\ No newline at end of file
diff --git a/reference/Layout.html b/reference/Layout.html
new file mode 100644
index 00000000..bfd42c59
--- /dev/null
+++ b/reference/Layout.html
@@ -0,0 +1,847 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../site.webmanifest"/>
+            
+    <title>Layout &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
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+
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+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=aacd715d" />
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+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/pyscript.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/divider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/floatpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_interface.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_feed.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/katex.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/debugger.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/swipe.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgetbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/alerts.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_steps.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgets.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_step.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridspec.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/regular_table.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_message.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/json.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
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+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
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+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
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+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
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+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
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+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
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+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
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+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
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+  <div class="col-lg-3 navbar-header-items__start">
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+
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+      
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+    
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+    Home
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+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
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+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
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+
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+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
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+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
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+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
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+          
+
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
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+ `);
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+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Layout</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="layout">
+<h1>Layout<a class="headerlink" href="#layout" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.layout.Layout">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.layout.</span></span><span class="sig-name descname"><span class="pre">Layout</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">auto_update</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">facet</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">refresh_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reloadable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">show_title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tsformat</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">views</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.layout.Layout" title="Link to this definition">#</a></dt>
+<dd><p><cite>Layout</cite> renders one or more <a class="reference internal" href="view/index.html#lumen.views.base.View" title="lumen.views.base.View"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.views.base.View</span></code></a> components
+into a layout.</p>
+<p>Additionally it provides functionality for facetting the
+<a class="reference internal" href="view/index.html#lumen.views.base.View" title="lumen.views.base.View"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.views.base.View</span></code></a> objects by grouping the data along
+some dimension.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">auto_update</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether changes in filters, transforms and references automaticallytrigger updates in the data or whether an update has to be triggeredmanually using the update event or the update button in the UI.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">description</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A description about the app will be added to the top of the sidebar</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">download</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.layout.Download</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">Download()</span></code><br><span style="vertical-align: bottom;">The download objects determines whether and how the source tablescan be downloaded.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">facet</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.layout.Facet</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The facet object determines whether and how to facet the cardson the layout.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">layout</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'column'</span></code><br><span style="vertical-align: bottom;">Defines the layout of the views in the monitor layout. Can be’column’, ‘row’, ‘grid’, ‘row’ or a nested list of indexescorresponding to the views, e.g. [[0, 1], [2]] will createa Column of one row containing views 0 and 1 and a second Rowcontaining view 2.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Layout'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">refresh_rate</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">How frequently to refresh the monitor by querying the adaptor.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">reloadable</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to allow reloading data layout’s source using a button.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">rerender</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">An event that is triggered whenever the View requests a re-render.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">show_title</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to show the title in Card headers.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">source</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.Source</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The Source queries the data from some data source.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">title</span>   <span class="sd-sphinx-override sd-badge sd-bg-warning sd-bg-text-warning">required</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">A title for this Layout.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">tsformat</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'%m/%d/%Y</span> <span class="pre">%H:%M:%S'</span></code></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">views</span>   <span class="sd-sphinx-override sd-badge sd-bg-warning sd-bg-text-warning">required</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">List or dictionary of View specifications.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.get_cards">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">get_cards</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Card</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.layout.Layout.get_cards" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.get_filter_panel">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">get_filter_panel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">skip</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">apply_button</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Column</span></span></span><a class="headerlink" href="#lumen.layout.Layout.get_filter_panel" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.servable">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.layout.Layout.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.show">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.layout.Layout.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.start">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">start</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.layout.Layout.start" title="Link to this definition">#</a></dt>
+<dd><p>Starts any periodic callback instantiated on this object.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.layout.Layout.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.layout.Layout.update">
+<span class="sig-prename descclassname"><span class="pre">Layout.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">clear_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.layout.Layout.update" title="Link to this definition">#</a></dt>
+<dd><p>Updates the views on this layout by clearing any caches and
+rerendering the views on this Layout.</p>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
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+
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+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout"><code class="docutils literal notranslate"><span class="pre">Layout</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.get_cards"><code class="docutils literal notranslate"><span class="pre">Layout.get_cards()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.get_filter_panel"><code class="docutils literal notranslate"><span class="pre">Layout.get_filter_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.servable"><code class="docutils literal notranslate"><span class="pre">Layout.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.show"><code class="docutils literal notranslate"><span class="pre">Layout.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.start"><code class="docutils literal notranslate"><span class="pre">Layout.start()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.to_spec"><code class="docutils literal notranslate"><span class="pre">Layout.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.layout.Layout.update"><code class="docutils literal notranslate"><span class="pre">Layout.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
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+
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/regular_table.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/progress.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/booleanstatus.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_message.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/json.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../_static/copybutton.js?v=f281be69"></script>
+    <script src="../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Pipeline</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="pipeline">
+<h1>Pipeline<a class="headerlink" href="#pipeline" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.pipeline.</span></span><span class="sig-name descname"><span class="pre">Pipeline</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.pipeline.Pipeline" title="Link to this definition">#</a></dt>
+<dd><p><cite>Pipeline</cite> encapsulates filters and transformations applied to a
+<a class="reference internal" href="source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.sources.base.Source</span></code></a> table.</p>
+<p>A <cite>Pipeline</cite> ingests data from a
+<a class="reference internal" href="source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.sources.base.Source</span></code></a> table or another <cite>Pipeline</cite>
+applying the declared <a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.filters.base.Filter</span></code></a>,
+<a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.transforms.base.Transform</span></code></a> and
+<code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.transforms.sql.SQLTransform</span></code> definitions. It can be
+used to drive one or more visual outputs or leveraged as a
+standalone component to encapsulate multiple data processing
+steps.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">auto_update</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether changes in filters, transforms and references automaticallytrigger updates in the data or whether an update has to be triggeredmanually using the update event or the update button in the UI.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">data</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The current data on this source.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">filters</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">A list of Filters to apply to the source data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Pipeline'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">pipeline</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.Pipeline</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Optionally a pipeline may be chained to another pipeline.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">schema</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The schema of the input data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">source</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.Source</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The Source this pipeline is fed by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">sql_transforms</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">A list of SQLTransforms to apply to the source data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">table</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">The name of the table driving this pipeline.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">transforms</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">A list of Transforms to apply to the source data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">update</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Update event trigger (if manual update is set).</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.add_filter">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">add_filter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filt</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="pre">Filter</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">type</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="pre">Filter</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Widget</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.pipeline.Pipeline.add_filter" title="Link to this definition">#</a></dt>
+<dd><p>Add a filter to the pipeline.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>filt</strong> (<a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><em>Filter</em></a><em> | </em><em>Type</em><em>[</em><a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><em>Filter</em></a><em>]</em>) – The filter instance or filter type to add.</p></li>
+<li><p><strong>field</strong> (<em>str</em><em> | </em><em>None</em>) – The field to filter on (required to instantiate Filter type).</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.add_transform">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">add_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="pre">Transform</span></a></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.pipeline.Pipeline.add_transform" title="Link to this definition">#</a></dt>
+<dd><p>Add a (SQL)Transform to the pipeline.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>filt</strong> (<a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><em>Transform</em></a>) – The Transform instance to add.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.chain">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">chain</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filters</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="pre">Filter</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transforms</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="pre">Transform</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sql_transforms</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="pre">Transform</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.pipeline.Pipeline.chain" title="Link to this definition">#</a></dt>
+<dd><p>Chains additional filtering, transform and sql_transform operations
+on an existing pipeline. Note that if one or more sql_transforms
+are provided the existing table will be mirrored into a DuckDB
+database.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>filters</strong> (<em>List</em><em>[</em><a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><em>Filter</em></a><em>] </em><em>| </em><em>None</em>) – Additional filters to apply on top of existing pipeline.</p></li>
+<li><p><strong>transforms</strong> (<em>List</em><em>[</em><a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><em>Transform</em></a><em>] </em><em>| </em><em>None</em>) – Additional transforms to apply on top of existing pipeline.</p></li>
+<li><p><strong>sql_transforms</strong> (<em>List</em><em>[</em><em>SQLTransform</em><em>] </em><em>| </em><em>None</em>) – Additional filters to apply on top of existing pipeline.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><a class="reference internal" href="#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline">Pipeline</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.clone">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">clone</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><span class="pre">Pipeline</span></a></span></span><a class="headerlink" href="#lumen.pipeline.Pipeline.clone" title="Link to this definition">#</a></dt>
+<dd><p>Create a new instance of the pipeline with optionally overridden parameter values.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.get_schema">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.pipeline.Pipeline.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Generates a JSON schema for the current data held by the Pipeline.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>schema</strong> – JSON schema for each column in the current data.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>dict[str, any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.precache">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">precache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">queries</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#lumen.pipeline.Pipeline.precache" title="Link to this definition">#</a></dt>
+<dd><p>Populates the cache of the <a class="reference internal" href="source/index.html#lumen.sources.base.Source" title="lumen.sources.base.Source"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.sources.base.Source</span></code></a> with the provided queries.</p>
+<p>Queries can be provided in two formats:</p>
+<blockquote>
+<div><ul>
+<li><p>A dictionary containing ‘filters’ and ‘variables’
+dictionaries each containing lists of values to compute
+a cross-product for, e.g.</p>
+<blockquote>
+<div><dl>
+<dt>{</dt><dd><dl class="simple">
+<dt>‘filters’: {</dt><dd><p>&lt;filter&gt;’: [‘a’, ‘b’, ‘c’, …],
+…</p>
+</dd>
+</dl>
+<p>},
+‘variables’: {</p>
+<blockquote>
+<div><p>&lt;variable&gt;: [0, 2, 4, …],
+…</p>
+</div></blockquote>
+<p>}</p>
+</dd>
+</dl>
+<p>}</p>
+</div></blockquote>
+</li>
+<li><p>A list containing dictionaries of explicit values
+for each filter and variables.</p>
+<blockquote>
+<div><dl>
+<dt>[{</dt><dd><blockquote>
+<div><p>‘filters’: {&lt;filter&gt;: ‘a’},
+‘variables’: {&lt;variable&gt;: 0}</p>
+</div></blockquote>
+<p>},
+{</p>
+<blockquote>
+<div><p>‘filters’: {&lt;filter&gt;: ‘a’},
+‘variables’: {&lt;variable&gt;: 1}</p>
+</div></blockquote>
+</dd>
+</dl>
+<p>]</p>
+</div></blockquote>
+</li>
+</ul>
+</div></blockquote>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.servable">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.pipeline.Pipeline.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.show">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.pipeline.Pipeline.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.pipeline.Pipeline.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously
+serialized components, e.g. to allow resolving of
+references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.pipeline.Pipeline.traverse">
+<span class="sig-prename descclassname"><span class="pre">Pipeline.</span></span><span class="sig-name descname"><span class="pre">traverse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">type</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="transform/index.html#lumen.transforms.base.Transform" title="lumen.transforms.base.Transform"><span class="pre">Transform</span></a><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="filter/index.html#lumen.filters.base.Filter" title="lumen.filters.base.Filter"><span class="pre">Filter</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.pipeline.Pipeline.traverse" title="Link to this definition">#</a></dt>
+<dd><p>Returns all Filter or Transform objects in a potentially chained
+pipeline.</p>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
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+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
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+    <i class="fa-solid fa-list"></i> On this page
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline"><code class="docutils literal notranslate"><span class="pre">Pipeline</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.add_filter"><code class="docutils literal notranslate"><span class="pre">Pipeline.add_filter()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.add_transform"><code class="docutils literal notranslate"><span class="pre">Pipeline.add_transform()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.chain"><code class="docutils literal notranslate"><span class="pre">Pipeline.chain()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.clone"><code class="docutils literal notranslate"><span class="pre">Pipeline.clone()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.get_schema"><code class="docutils literal notranslate"><span class="pre">Pipeline.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.precache"><code class="docutils literal notranslate"><span class="pre">Pipeline.precache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.servable"><code class="docutils literal notranslate"><span class="pre">Pipeline.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.show"><code class="docutils literal notranslate"><span class="pre">Pipeline.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.to_spec"><code class="docutils literal notranslate"><span class="pre">Pipeline.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.pipeline.Pipeline.traverse"><code class="docutils literal notranslate"><span class="pre">Pipeline.traverse()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../_sources/reference/Pipeline.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
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+
+<!DOCTYPE html>
+
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+<html lang="en" data-content_root="../../" data-theme="light">
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+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Auth</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="auth">
+<h1>Auth<a class="headerlink" href="#auth" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.auth.Auth">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.auth.</span></span><span class="sig-name descname"><span class="pre">Auth</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.auth.Auth" title="Link to this definition">#</a></dt>
+<dd><p>An AuthPlugin is given the auth specfication and can apply arbitrary
+transforms to it.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Auth'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.auth.Auth.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Auth.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.auth.Auth.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.auth.Auth.transform">
+<span class="sig-prename descclassname"><span class="pre">Auth.</span></span><span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">spec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.auth.Auth.transform" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.Auth"><code class="docutils literal notranslate"><span class="pre">Auth</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.Auth.to_spec"><code class="docutils literal notranslate"><span class="pre">Auth.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.Auth.transform"><code class="docutils literal notranslate"><span class="pre">Auth.transform()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/auth/Auth.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
+  
+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/auth/YamlAuthMapperPlugin.html b/reference/auth/YamlAuthMapperPlugin.html
new file mode 100644
index 00000000..b4037fec
--- /dev/null
+++ b/reference/auth/YamlAuthMapperPlugin.html
@@ -0,0 +1,692 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>YamlAuthMapperPlugin type: yaml &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=a746c00c" />
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+</form></div>
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+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
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+    How to
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+</li>
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+    Gallery
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
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+</li>
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+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
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+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
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+   </button>
+ `);
+ </script>
+        </div>
+      
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+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
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+  
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+    <div class="navbar-persistent--mobile">
+
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
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+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
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+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">YamlAuthMapp...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="yamlauthmapperplugin-type-yaml">
+<h1>YamlAuthMapperPlugin  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: yaml</span><a class="headerlink" href="#yamlauthmapperplugin-type-yaml" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.auth.YamlAuthMapperPlugin">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.auth.</span></span><span class="sig-name descname"><span class="pre">YamlAuthMapperPlugin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">yaml_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.auth.YamlAuthMapperPlugin" title="Link to this definition">#</a></dt>
+<dd><p>The YamlAuthMapperPlugin uses a Yaml file to map auth keys
+allowing more concise declarations for individual dashboards, e.g.
+the following yaml specification:</p>
+<blockquote>
+<div><dl class="simple">
+<dt>group:</dt><dd><dl class="simple">
+<dt>admins:</dt><dd><dl class="simple">
+<dt>email:</dt><dd><ul class="simple">
+<li><p><a class="reference external" href="mailto:lumen&#37;&#52;&#48;holoviz&#46;org">lumen<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+<li><p><a class="reference external" href="mailto:panel&#37;&#52;&#48;holoviz&#46;org">panel<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+<li><p><a class="reference external" href="mailto:param&#37;&#52;&#48;holoviz&#46;org">param<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+</ul>
+</dd>
+</dl>
+</dd>
+<dt>users:</dt><dd><dl class="simple">
+<dt>email:</dt><dd><ul class="simple">
+<li><p><a class="reference external" href="mailto:philipp&#37;&#52;&#48;holoviz&#46;org">philipp<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+</ul>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd>
+</dl>
+</div></blockquote>
+<p>will expand this auth spec:</p>
+<blockquote>
+<div><dl class="simple">
+<dt>auth:</dt><dd><dl class="simple">
+<dt>group:</dt><dd><ul class="simple">
+<li><p>admins</p></li>
+</ul>
+</dd>
+</dl>
+</dd>
+</dl>
+</div></blockquote>
+<p>to this expanded spec:</p>
+<blockquote>
+<div><dl class="simple">
+<dt>auth:</dt><dd><dl class="simple">
+<dt>email:</dt><dd><ul class="simple">
+<li><p><a class="reference external" href="mailto:lumen&#37;&#52;&#48;holoviz&#46;org">lumen<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+<li><p><a class="reference external" href="mailto:panel&#37;&#52;&#48;holoviz&#46;org">panel<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+<li><p><a class="reference external" href="mailto:param&#37;&#52;&#48;holoviz&#46;org">param<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+<li><p><a class="reference external" href="mailto:philipp&#37;&#52;&#48;holoviz&#46;org">philipp<span>&#64;</span>holoviz<span>&#46;</span>org</a></p></li>
+</ul>
+</dd>
+</dl>
+</dd>
+</dl>
+</div></blockquote>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
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+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">yaml_file</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">|</span> <span class="pre">pathlib.Path</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.auth.YamlAuthMapperPlugin.to_spec">
+<span class="sig-prename descclassname"><span class="pre">YamlAuthMapperPlugin.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.auth.YamlAuthMapperPlugin.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.auth.YamlAuthMapperPlugin.transform">
+<span class="sig-prename descclassname"><span class="pre">YamlAuthMapperPlugin.</span></span><span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">spec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.auth.YamlAuthMapperPlugin.transform" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+</section>
+</section>
+
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.YamlAuthMapperPlugin.to_spec"><code class="docutils literal notranslate"><span class="pre">YamlAuthMapperPlugin.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.YamlAuthMapperPlugin.transform"><code class="docutils literal notranslate"><span class="pre">YamlAuthMapperPlugin.transform()</span></code></a></li>
+</ul>
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new file mode 100644
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+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
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+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
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+        
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+  <div class="sidebar-header-items sidebar-primary__section">
+    
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+<nav>
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+    Home
+  </a>
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+    How to
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+    Gallery
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
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+          
+          
+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Auth</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="auth">
+<h1>Auth<a class="headerlink" href="#auth" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.auth.Auth">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.auth.</span></span><span class="sig-name descname"><span class="pre">Auth</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.auth.Auth" title="Link to this definition">#</a></dt>
+<dd><p>An AuthPlugin is given the auth specfication and can apply arbitrary
+transforms to it.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Auth'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.auth.Auth.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Auth.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.auth.Auth.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.auth.Auth.transform">
+<span class="sig-prename descclassname"><span class="pre">Auth.</span></span><span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">spec</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.auth.Auth.transform" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+</section>
+<section id="types">
+<h2>Types<a class="headerlink" href="#types" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Auth    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text">An AuthPlugin is given the auth specfication and can apply arbitrary</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Auth.html"><span>Auth.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+YamlAuthMapperPlugin    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: yaml</span></div>
+<p class="sd-card-text">The YamlAuthMapperPlugin uses a Yaml file to map auth keys</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="YamlAuthMapperPlugin.html"><span>YamlAuthMapperPlugin.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
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+<div
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+    <i class="fa-solid fa-list"></i> On this page
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.Auth"><code class="docutils literal notranslate"><span class="pre">Auth</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.Auth.to_spec"><code class="docutils literal notranslate"><span class="pre">Auth.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.auth.Auth.transform"><code class="docutils literal notranslate"><span class="pre">Auth.transform()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#types">Types</a></li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/auth/index.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
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+              
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+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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\ No newline at end of file
diff --git a/reference/filter/BinFilter.html b/reference/filter/BinFilter.html
new file mode 100644
index 00000000..18ce3ca1
--- /dev/null
+++ b/reference/filter/BinFilter.html
@@ -0,0 +1,700 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>BinFilter type: bins &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
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+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=a746c00c" />
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+  </a>
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+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
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+    aria-label="Icon Links">
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+
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+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
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+<nav aria-label="Breadcrumb" class="d-print-none">
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+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">BinFilter  <...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="binfilter-type-bins">
+<h1>BinFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: bins</span><a class="headerlink" href="#binfilter-type-bins" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.BinFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">BinFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bins</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">empty_select</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">labels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">multi</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">disabled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">throttled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">visible</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.BinFilter" title="Link to this definition">#</a></dt>
+<dd><p><cite>BinFilter</cite> is a special <cite>WidgetFilter</cite> that allows selecting from a set of bins.</p>
+<p>The <cite>bins</cite> must be declared from a list of tuples declaring the
+lower- and upper-bound of each bin and an optional set of <cite>labels</cite>
+of the same length.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">bins</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">A list of bins expressed as length two tuples.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">default</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The default value to use on the widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">disabled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the filter should be disabled.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">empty_select</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Add an option to Select widgets to indicate no filtering.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">labels</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A list of labels for each bin (optional).</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">multi</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to use a single-value or multi-value selection widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">throttled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">If the widget has a value_throttled parameter use that instead,ensuring that no intermediate events are generated, e.g. whendragging a slider.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">visible</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether the filter should be visible.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.BinFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">BinFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.BinFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.BinFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">BinFilter.to_spec()</span></code></a></li>
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+  </nav></div>
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diff --git a/reference/filter/ConstantFilter.html b/reference/filter/ConstantFilter.html
new file mode 100644
index 00000000..ec50f29a
--- /dev/null
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@@ -0,0 +1,617 @@
+
+<!DOCTYPE html>
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+    <li class="breadcrumb-item active" aria-current="page">ConstantFilt...</li>
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+  <section id="constantfilter-type-constant">
+<h1>ConstantFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: constant</span><a class="headerlink" href="#constantfilter-type-constant" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.ConstantFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">ConstantFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.ConstantFilter" title="Link to this definition">#</a></dt>
+<dd><p>The ConstantFilter allows requesting a constant value from the
+Source.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.ConstantFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">ConstantFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.ConstantFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.ConstantFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">ConstantFilter.to_spec()</span></code></a></li>
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diff --git a/reference/filter/DateFilter.html b/reference/filter/DateFilter.html
new file mode 100644
index 00000000..43964a8c
--- /dev/null
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+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">DateFilter  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="datefilter-type-date">
+<h1>DateFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: date</span><a class="headerlink" href="#datefilter-type-date" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.DateFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">DateFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mode</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">multi</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">disabled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">throttled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">visible</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.DateFilter" title="Link to this definition">#</a></dt>
+<dd><p><cite>DateFilter</cite> is a <cite>WidgetFilter</cite> specialized to select calendar dates.</p>
+<p>Depending on whether <cite>multi</cite> selection is enabled a single date or
+range of dates can be selected with a <cite>DatePicker</cite> or
+<cite>DateRangeSlider</cite> respectively.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">default</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The default value to use on the widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">disabled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the filter should be disabled.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">mode</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'slider'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'slider'</span> <span class="pre">|</span> <span class="pre">'picker'</span></code><br><span style="vertical-align: bottom;">Whether to use a slider or a picker.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">multi</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to use a single-value or multi-value/range selection widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">throttled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to throttle slider value changes.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">visible</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether the filter should be visible.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.DateFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">DateFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.DateFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.DateFilter"><code class="docutils literal notranslate"><span class="pre">DateFilter</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.DateFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">DateFilter.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/filter/DateFilter.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
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\ No newline at end of file
diff --git a/reference/filter/DatetimeFilter.html b/reference/filter/DatetimeFilter.html
new file mode 100644
index 00000000..23e63e37
--- /dev/null
+++ b/reference/filter/DatetimeFilter.html
@@ -0,0 +1,682 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
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+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>DatetimeFilter type: datetime &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
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+  </script>
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+</div>
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
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+ `);
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+
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+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+  </button>
+`);
+</script></div>
+      
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+            <span class="sr-only">GitHub</span></a>
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
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+
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+        
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+        
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+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
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+    How to
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+  </a>
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+    Background
+  </a>
+</li>
+
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+</nav></div>
+          
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+      <div class="sidebar-header-items__end">
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+
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+document.write(`
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+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
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+    aria-label="Icon Links">
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+            <span class="sr-only">GitHub</span></a>
+        </li>
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
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+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">DatetimeFilt...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="datetimefilter-type-datetime">
+<h1>DatetimeFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: datetime</span><a class="headerlink" href="#datetimefilter-type-datetime" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.DatetimeFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">DatetimeFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mode</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">multi</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">disabled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">throttled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">visible</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.DatetimeFilter" title="Link to this definition">#</a></dt>
+<dd><p><cite>DatetimeFilter</cite> is a <cite>WidgetFilter</cite> specialized to filter by datetimes.</p>
+<p>Depending on whether <cite>multi</cite> selection is enabled a single date or
+range of dates can be selected with a <cite>DatetimePicker</cite> or
+<cite>DatetimeRangeSlider</cite> respectively.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">default</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The default value to use on the widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">disabled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the filter should be disabled.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">mode</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'slider'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'slider'</span> <span class="pre">|</span> <span class="pre">'picker'</span></code><br><span style="vertical-align: bottom;">Whether to use a slider or a picker.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">multi</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to use a single-value or multi-value/range selection widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">throttled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to throttle slider value changes.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">visible</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether the filter should be visible.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.DatetimeFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">DatetimeFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.DatetimeFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.DatetimeFilter"><code class="docutils literal notranslate"><span class="pre">DatetimeFilter</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.DatetimeFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">DatetimeFilter.to_spec()</span></code></a></li>
+</ul>
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+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/filter/DatetimeFilter.md.txt">
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diff --git a/reference/filter/FacetFilter.html b/reference/filter/FacetFilter.html
new file mode 100644
index 00000000..a3c6b98b
--- /dev/null
+++ b/reference/filter/FacetFilter.html
@@ -0,0 +1,618 @@
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+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
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+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">FacetFilter ...</li>
+  </ul>
+</nav>
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+      
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+  
+  
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+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="facetfilter-type-facet">
+<h1>FacetFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: facet</span><a class="headerlink" href="#facetfilter-type-facet" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.FacetFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">FacetFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.FacetFilter" title="Link to this definition">#</a></dt>
+<dd><p>The FacetFilter allows faceting the data along some dimension to
+allow a single View to be exploded into multiple by grouping over
+one of the indexes.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.FacetFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">FacetFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.FacetFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.FacetFilter"><code class="docutils literal notranslate"><span class="pre">FacetFilter</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.FacetFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">FacetFilter.to_spec()</span></code></a></li>
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\ No newline at end of file
diff --git a/reference/filter/ParamFilter.html b/reference/filter/ParamFilter.html
new file mode 100644
index 00000000..a20b2394
--- /dev/null
+++ b/reference/filter/ParamFilter.html
@@ -0,0 +1,636 @@
+
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+    <li class="breadcrumb-item active" aria-current="page">ParamFilter ...</li>
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+  
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+              
+              
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+                <article class="bd-article">
+                  
+  <section id="paramfilter-type-param">
+<h1>ParamFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: param</span><a class="headerlink" href="#paramfilter-type-param" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.ParamFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">ParamFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parameter</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.ParamFilter" title="Link to this definition">#</a></dt>
+<dd><p><cite>ParamFilter</cite> reflects the value of a parameter declared on a <cite>View</cite>.</p>
+<p>The <cite>ParamFilter</cite> can be used to implement cross-filtering between
+different views.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">parameter</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">param.Parameter</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Reference to a Parameter on an existing View.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.ParamFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">ParamFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.ParamFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.ParamFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">ParamFilter.to_spec()</span></code></a></li>
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diff --git a/reference/filter/WidgetFilter.html b/reference/filter/WidgetFilter.html
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+</form></div>
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+</div>
+
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
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+  </a>
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+    Reference
+  </a>
+</li>
+
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+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
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+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
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+   </button>
+ `);
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+        </div>
+      
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+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
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+          
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+            <span class="sr-only">GitHub</span></a>
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
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+
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+    <i class="fa-solid fa-magnifying-glass"></i>
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+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+    <div class="bd-container__inner bd-page-width">
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+        
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+        
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+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
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+    Home
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+    How to
+  </a>
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+  </a>
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+    Background
+  </a>
+</li>
+
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+</nav></div>
+          
+        
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+    
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+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
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+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">WidgetFilter...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="widgetfilter-type-widget">
+<h1>WidgetFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: widget</span><a class="headerlink" href="#widgetfilter-type-widget" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.WidgetFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">WidgetFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">empty_select</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_options</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">multi</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">widget</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">disabled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">throttled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">visible</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.WidgetFilter" title="Link to this definition">#</a></dt>
+<dd><p><cite>WidgetFilter</cite> generates a Widget from the table schema provided by a Source.</p>
+<p>By default the widget type will be inferred from the data and
+depending on whether <cite>multi</cite> value selection is enabled.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">default</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The default value to use on the widget.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">disabled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the filter should be disabled.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">empty_select</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Add an option to Select widgets to indicate no filtering.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">max_options</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">500</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">Maximum number of options to render.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">multi</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to use a single-value or multi-value selection widget,e.g. for a numeric value this could be a regular slider or arange slider.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">throttled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">If the widget has a value_throttled parameter use that instead,ensuring that no intermediate events are generated, e.g. whendragging a slider.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">visible</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether the filter should be visible.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">widget</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">panel.widgets.Widget</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The widget instance. When declared in a specification a fullmodule path to a Panel widget class can be provided to overridethe default inferred widget.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.WidgetFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">WidgetFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.WidgetFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.WidgetFilter"><code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.WidgetFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">WidgetFilter.to_spec()</span></code></a></li>
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+  </nav></div>
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+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
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+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
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+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
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+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Filter</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="filter">
+<h1>Filter<a class="headerlink" href="#filter" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.filters.base.Filter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.filters.base.</span></span><span class="sig-name descname"><span class="pre">Filter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sync_with_url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.filters.base.Filter" title="Link to this definition">#</a></dt>
+<dd><p><cite>Filter</cite> components supply the filter values used by <cite>Source</cite> components to query data. .</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">field</span>   <span class="sd-sphinx-override sd-badge sd-bg-warning sd-bg-text-warning">required</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">The field being filtered.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">label</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">A label for the Filter.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Filter'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">schema</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The JSON schema provided by the Source declaring informationabout the data to be filtered.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">shared</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the filter is shared across all layouts.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">sync_with_url</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to sync the filter state with the URL parameters.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">table</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The table being filtered. If None applies to all tables.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">value</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The current filter value.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.filters.base.Filter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Filter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.filters.base.Filter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="types">
+<h2>Types<a class="headerlink" href="#types" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+ConstantFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: constant</span></div>
+<p class="sd-card-text">The ConstantFilter allows requesting a constant value from the</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="ConstantFilter.html"><span>ConstantFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+FacetFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: facet</span></div>
+<p class="sd-card-text">The FacetFilter allows faceting the data along some dimension to</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="FacetFilter.html"><span>FacetFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+ParamFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: param</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">ParamFilter</span></code> reflects the value of a parameter declared on a <code class="docutils literal notranslate"><span class="pre">View</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="ParamFilter.html"><span>ParamFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+WidgetFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: widget</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> generates a Widget from the table schema provided by a Source.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="WidgetFilter.html"><span>WidgetFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+BinFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: bins</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">BinFilter</span></code> is a special <code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> that allows selecting from a set of bins.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="BinFilter.html"><span>BinFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DateFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: date</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DateFilter</span></code> is a <code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> specialized to select calendar dates.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="DateFilter.html"><span>DateFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DatetimeFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: datetime</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DatetimeFilter</span></code> is a <code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> specialized to filter by datetimes.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="DatetimeFilter.html"><span>DatetimeFilter.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
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+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.Filter"><code class="docutils literal notranslate"><span class="pre">Filter</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.filters.base.Filter.to_spec"><code class="docutils literal notranslate"><span class="pre">Filter.to_spec()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#types">Types</a></li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/filter/index.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
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+              
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+          </div>
+          <footer class="bd-footer-content">
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+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
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+  <footer class="bd-footer">
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+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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diff --git a/reference/index.html b/reference/index.html
new file mode 100644
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--- /dev/null
+++ b/reference/index.html
@@ -0,0 +1,1348 @@
+
+<!DOCTYPE html>
+
+
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+</form></div>
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+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
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+  <div class="col-lg-3 navbar-header-items__start">
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+      <div class="navbar-item">
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+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
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+<li class="nav-item ">
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+    Home
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+          
+
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+
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+  </button>
+`);
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+      
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+    aria-label="Icon Links">
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+            <span class="sr-only">GitHub</span></a>
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+          
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
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+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+    </div>
+  
+
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+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
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+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item current active">
+  <a class="nav-link nav-internal" href="#">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+<nav class="bd-docs-nav bd-links"
+     aria-label="Section Navigation">
+  <p class="bd-links__title" role="heading" aria-level="1">Section Navigation</p>
+  <div class="bd-toc-item navbar-nav"></div>
+</nav></div>
+    </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Reference</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="reference">
+<h1>Reference<a class="headerlink" href="#reference" title="Link to this heading">#</a></h1>
+<section id="config">
+<h2><a class="reference internal" href="Config.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Config</span></code></span></a><a class="headerlink" href="#config" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Config</span></code> provides high-level configuration options for the</p>
+</section>
+<section id="variable">
+<h2><a class="reference internal" href="variable/index.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Variable</span></code></span></a><a class="headerlink" href="#variable" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Variable</span></code> components declare values that can be referenced from other components.</p>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Constant    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: constant</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Constant</span></code> declares a constant value that can be referenced.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/Constant.html"><span>variable/Constant.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+EnvVariable    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: env</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">EnvVariable</span></code> fetches an environment variable that can be referenced.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/EnvVariable.html"><span>variable/EnvVariable.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Widget    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: widget</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Widget</span></code> variables dynamically reflect the current widget value.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/Widget.html"><span>variable/Widget.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Parameter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: param</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Parameter</span></code> variables reflect the current value of a parameter.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/Parameter.html"><span>variable/Parameter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+URLQuery    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: url</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">URLQuery</span></code> variables reflect the value of a URL query parameter.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/URLQuery.html"><span>variable/URLQuery.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Cookie    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: cookie</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Cookie</span></code> variables reflect the value of a cookie in the request.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/Cookie.html"><span>variable/Cookie.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+UserInfo    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: user</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">UserInfo</span></code> variables reflect a value in the user info returned by an OAuth provider.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/UserInfo.html"><span>variable/UserInfo.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Header    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: header</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Header</span></code> variables reflect the value of a request header.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="variable/Header.html"><span>variable/Header.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="pipeline">
+<h2><a class="reference internal" href="Pipeline.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Pipeline</span></code></span></a><a class="headerlink" href="#pipeline" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Pipeline</span></code> encapsulates filters and transformations applied to a</p>
+</section>
+<section id="source">
+<h2><a class="reference internal" href="source/index.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Source</span></code></span></a><a class="headerlink" href="#source" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Source</span></code> components provide allow querying all kinds of data.</p>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+RESTSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rest</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">RESTSource</span></code> allows querying REST endpoints conforming to the Lumen REST specification.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/RESTSource.html"><span>source/RESTSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+InMemorySource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">InMemorySource</span></code> can be used to work with in-memory data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/InMemorySource.html"><span>source/InMemorySource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+FileSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: file</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">FileSource</span></code> loads CSV, Excel and Parquet files using pandas and dask <code class="docutils literal notranslate"><span class="pre">read_*</span></code> functions.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/FileSource.html"><span>source/FileSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+BaseSQLSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text">The BaseSQLSource implements the additional API required by</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/BaseSQLSource.html"><span>source/BaseSQLSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+WebsiteSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: live</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">WebsiteSource</span></code> queries whether a website responds with a 400 status code.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/WebsiteSource.html"><span>source/WebsiteSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+PanelSessionSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: session_info</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource</span></code> queries the session_info endpoint of a Panel application.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/PanelSessionSource.html"><span>source/PanelSessionSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+JoinedSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: join</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">JoinedSource</span></code> performs a join on tables from one or more sources.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/JoinedSource.html"><span>source/JoinedSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DerivedSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: derived</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DerivedSource</span></code> applies filtering and transforms to tables from other sources.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/DerivedSource.html"><span>source/DerivedSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+JSONSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: json</span></div>
+<p class="sd-card-text">The JSONSource is very similar to the FileSource but loads json files.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/JSONSource.html"><span>source/JSONSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+IntakeSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: intake</span></div>
+<p class="sd-card-text">An <code class="docutils literal notranslate"><span class="pre">IntakeSource</span></code> loads data from an Intake catalog.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/IntakeSource.html"><span>source/IntakeSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+IntakeSQLSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: intake_sql</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">IntakeSQLSource</span></code> extends the <code class="docutils literal notranslate"><span class="pre">IntakeSource</span></code> with support for SQL data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="source/IntakeSQLSource.html"><span>source/IntakeSQLSource.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="filter">
+<h2><a class="reference internal" href="filter/index.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Filter</span></code></span></a><a class="headerlink" href="#filter" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Filter</span></code> components supply the filter values used by <code class="docutils literal notranslate"><span class="pre">Source</span></code> components to query data. .</p>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+ConstantFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: constant</span></div>
+<p class="sd-card-text">The ConstantFilter allows requesting a constant value from the</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/ConstantFilter.html"><span>filter/ConstantFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+FacetFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: facet</span></div>
+<p class="sd-card-text">The FacetFilter allows faceting the data along some dimension to</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/FacetFilter.html"><span>filter/FacetFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+ParamFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: param</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">ParamFilter</span></code> reflects the value of a parameter declared on a <code class="docutils literal notranslate"><span class="pre">View</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/ParamFilter.html"><span>filter/ParamFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+WidgetFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: widget</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> generates a Widget from the table schema provided by a Source.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/WidgetFilter.html"><span>filter/WidgetFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+BinFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: bins</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">BinFilter</span></code> is a special <code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> that allows selecting from a set of bins.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/BinFilter.html"><span>filter/BinFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DateFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: date</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DateFilter</span></code> is a <code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> specialized to select calendar dates.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/DateFilter.html"><span>filter/DateFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DatetimeFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: datetime</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DatetimeFilter</span></code> is a <code class="docutils literal notranslate"><span class="pre">WidgetFilter</span></code> specialized to filter by datetimes.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="filter/DatetimeFilter.html"><span>filter/DatetimeFilter.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="transform">
+<h2><a class="reference internal" href="transform/index.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Transform</span></code></span></a><a class="headerlink" href="#transform" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Transform</span></code> components implement transforms of <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> objects.</p>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Filter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Filter</span></code> transform implement the filtering behavior of <code class="docutils literal notranslate"><span class="pre">Filter</span></code> components.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Filter.html"><span>transform/Filter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+HistoryTransform    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: history</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">HistoryTransform</span></code> accumulates a history of the queried data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/HistoryTransform.html"><span>transform/HistoryTransform.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Aggregate    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: aggregate</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Aggregate</span></code> one or more columns or indexes, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.groupby</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Aggregate.html"><span>transform/Aggregate.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Sort    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sort</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Sort</span></code> on one or more columns, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.sort_values</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Sort.html"><span>transform/Sort.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Query    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: query</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Query</span></code> applies the <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.query</span></code> method.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Query.html"><span>transform/Query.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Columns    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: columns</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Columns</span></code> selects a subset of columns.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Columns.html"><span>transform/Columns.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Astype    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: as_type</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Astype</span></code> transforms the type of one or more columns.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Astype.html"><span>transform/Astype.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Stack    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: stack</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Stack</span></code> applies <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.stack</span></code> to the declared <code class="docutils literal notranslate"><span class="pre">level</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Stack.html"><span>transform/Stack.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Unstack    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: unstack</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Unstack</span></code> applies <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.unstack</span></code> to the declared <code class="docutils literal notranslate"><span class="pre">level</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Unstack.html"><span>transform/Unstack.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Iloc    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: iloc</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Iloc</span></code> allows selecting the data with integer indexing, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.iloc</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Iloc.html"><span>transform/Iloc.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Sample    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sample</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Sample</span></code> returns a random sample of items.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Sample.html"><span>transform/Sample.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Compute    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: compute</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Compute</span></code> turns a <code class="docutils literal notranslate"><span class="pre">dask.dataframe.DataFrame</span></code> into a <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Compute.html"><span>transform/Compute.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Pivot    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: pivot</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Pivot</span></code> applies <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.pivot</span></code> given an index, columns, and values.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Pivot.html"><span>transform/Pivot.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+PivotTable    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">PivotTable</span></code> applies pandas.pivot_table` to the data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/PivotTable.html"><span>transform/PivotTable.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Melt    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: melt</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Melt</span></code> applies the <code class="docutils literal notranslate"><span class="pre">pandas.melt</span></code> operation given the <code class="docutils literal notranslate"><span class="pre">id_vars</span></code> and <code class="docutils literal notranslate"><span class="pre">value_vars</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Melt.html"><span>transform/Melt.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SetIndex    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: set_index</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">SetIndex</span></code> promotes DataFrame columns to indexes, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.set_index</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SetIndex.html"><span>transform/SetIndex.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+ResetIndex    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: reset_index</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">ResetIndex</span></code> resets DataFrame indexes to columns or drops them, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.reset_index</span></code></p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/ResetIndex.html"><span>transform/ResetIndex.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Rename    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rename</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Rename</span></code> renames columns or indexes, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.rename</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Rename.html"><span>transform/Rename.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+RenameAxis    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rename_axis</span></div>
+<p class="sd-card-text">Set the name of the axis for the index or columns,</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/RenameAxis.html"><span>transform/RenameAxis.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Count    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: count</span></div>
+<p class="sd-card-text">Counts non-nan values in each column of the DataFrame and returns</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Count.html"><span>transform/Count.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Sum    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sum</span></div>
+<p class="sd-card-text">Sums numeric values in each column of the DataFrame and returns a</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Sum.html"><span>transform/Sum.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Eval    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: eval</span></div>
+<p class="sd-card-text">Applies an eval assignment expression to a DataFrame. The</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Eval.html"><span>transform/Eval.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DropNA    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: dropna</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DropNA</span></code> drops rows with any missing values.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/DropNA.html"><span>transform/DropNA.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Corr    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: corr</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Corr</span></code> computes pairwise correlation of columns, excluding NA/null values.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/Corr.html"><span>transform/Corr.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+project_lnglat    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: project_lnglat</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">project_lnglat</span></code> projects the given longitude/latitude columns to Web Mercator.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/project_lnglat.html"><span>transform/project_lnglat.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLGroupBy    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_group_by</span></div>
+<p class="sd-card-text">Performs a Group-By and aggregation</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLGroupBy.html"><span>transform/SQLGroupBy.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLLimit    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_limit</span></div>
+<p class="sd-card-text">Performs a LIMIT SQL operation on the query</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLLimit.html"><span>transform/SQLLimit.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLDistinct    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_distinct</span></div>
+<p class="sd-card-text">SQLDistinct Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLDistinct.html"><span>transform/SQLDistinct.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLCount    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_count</span></div>
+<p class="sd-card-text">SQLCount Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLCount.html"><span>transform/SQLCount.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLMinMax    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_minmax</span></div>
+<p class="sd-card-text">SQLMinMax Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLMinMax.html"><span>transform/SQLMinMax.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLColumns    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_columns</span></div>
+<p class="sd-card-text">SQLColumns Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLColumns.html"><span>transform/SQLColumns.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_filter</span></div>
+<p class="sd-card-text">Translates Lumen Filter query into a SQL WHERE statement.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLFilter.html"><span>transform/SQLFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLOverride    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text">SQLOverride Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="transform/SQLOverride.html"><span>transform/SQLOverride.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="view">
+<h2><a class="reference internal" href="view/index.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">View</span></code></span></a><a class="headerlink" href="#view" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">View</span></code> components provide a visual representation for the data returned</p>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Panel    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: panel</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Panel</span></code> views provide a way to declaratively wrap a Panel component.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/Panel.html"><span>view/Panel.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+StringView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: string</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">StringView</span></code> renders the latest value of the field as a HTML string.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/StringView.html"><span>view/StringView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+IndicatorView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: indicator</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">IndicatorView</span></code> renders the latest field value as a Panel <code class="docutils literal notranslate"><span class="pre">Indicator</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/IndicatorView.html"><span>view/IndicatorView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+hvOverlayView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hv_overlay</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">hvOverlayView</span></code> allows overlaying a list of layers consisting of</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/hvOverlayView.html"><span>view/hvOverlayView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Table    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: table</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Table</span></code> renders data using the powerful Panel <code class="docutils literal notranslate"><span class="pre">Tabulator</span></code> component.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/Table.html"><span>view/Table.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DownloadView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: download</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DownloadView</span></code> renders a button that allows downloading data as CSV, Excel, and parquet files.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/DownloadView.html"><span>view/DownloadView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+PerspectiveView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: perspective</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">PerspectiveView</span></code> renders data into a Perspective widget.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/PerspectiveView.html"><span>view/PerspectiveView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+VegaLiteView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: vegalite</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">VegaLite</span></code> provides a declarative way to render vega-lite charts.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/VegaLiteView.html"><span>view/VegaLiteView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+AltairView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: altair</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">AltairView</span></code> provides a declarative way to render Altair charts.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/AltairView.html"><span>view/AltairView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+YdataProfilingView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: ydata_profiling</span></div>
+<p class="sd-card-text">A View that renders a ydata_profiling ProfileReport.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/YdataProfilingView.html"><span>view/YdataProfilingView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+hvPlotUIView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hvplot_ui</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView</span></code> displays provides a component for exploring datasets interactively.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/hvPlotUIView.html"><span>view/hvPlotUIView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+hvPlotView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hvplot</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">hvPlotView</span></code> renders the queried data as a bokeh plot generated with hvPlot.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="view/hvPlotView.html"><span>view/hvPlotView.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="layout">
+<h2><a class="reference internal" href="Layout.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Layout</span></code></span></a><a class="headerlink" href="#layout" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Layout</span></code> renders one or more :class:<code class="docutils literal notranslate"><span class="pre">lumen.views.base.View</span></code> components</p>
+</section>
+<section id="auth">
+<h2><a class="reference internal" href="auth/index.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Auth</span></code></span></a><a class="headerlink" href="#auth" title="Link to this heading">#</a></h2>
+<p>An AuthPlugin is given the auth specfication and can apply arbitrary</p>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Auth    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text">An AuthPlugin is given the auth specfication and can apply arbitrary</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="auth/Auth.html"><span>auth/Auth.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+YamlAuthMapperPlugin    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: yaml</span></div>
+<p class="sd-card-text">The YamlAuthMapperPlugin uses a Yaml file to map auth keys</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="auth/YamlAuthMapperPlugin.html"><span>auth/YamlAuthMapperPlugin.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+<section id="defaults">
+<h2><a class="reference internal" href="Defaults.html"><span class="doc std std-doc"><code class="docutils literal notranslate"><span class="pre">Defaults</span></code></span></a><a class="headerlink" href="#defaults" title="Link to this heading">#</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Defaults</span></code> to apply to the component classes.</p>
+</section>
+</section>
+
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#config"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Config</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#variable"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Variable</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#pipeline"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Pipeline</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#source"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Source</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#filter"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Filter</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#transform"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Transform</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#view"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">View</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#layout"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Layout</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#auth"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Auth</span></code></span></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#defaults"><span class="xref myst"><code class="docutils literal notranslate"><span class="pre">Defaults</span></code></span></a></li>
+</ul>
+  </nav></div>
+
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diff --git a/reference/source/BaseSQLSource.html b/reference/source/BaseSQLSource.html
new file mode 100644
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--- /dev/null
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+
+<!DOCTYPE html>
+
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+<html lang="en" data-content_root="../../" data-theme="light">
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+            
+    <title>BaseSQLSource type: None &#8212; Lumen 1.5.4 documentation</title>
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+  
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+  
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+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
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+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
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+  
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+        <div class="navbar-item">
+<nav>
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
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+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
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+    Reference
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+</li>
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+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
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+                    
+<li class=" ">
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+      
+    </div>
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+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+            <span class="sr-only">GitHub</span></a>
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+          
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+          
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+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
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+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
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+    <div class="bd-container__inner bd-page-width">
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+        
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+  <div class="sidebar-header-items sidebar-primary__section">
+    
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+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
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+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
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+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
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+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
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+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">BaseSQLSourc...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="basesqlsource-type-none">
+<h1>BaseSQLSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span><a class="headerlink" href="#basesqlsource-type-none" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">BaseSQLSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource" title="Link to this definition">#</a></dt>
+<dd><p>The BaseSQLSource implements the additional API required by
+a SQL based data source.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.create_sql_expr_source">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">create_sql_expr_source</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tables</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.create_sql_expr_source" title="Link to this definition">#</a></dt>
+<dd><p>Creates a new SQL Source given a set of table names and
+corresponding SQL expressions.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.get">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.get_sql_expr">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">get_sql_expr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.get_sql_expr" title="Link to this definition">#</a></dt>
+<dd><p>Returns the SQL expression corresponding to a particular table.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.BaseSQLSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">BaseSQLSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.BaseSQLSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.create_sql_expr_source"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.create_sql_expr_source()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.get"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.get_schema"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.get_sql_expr"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.get_sql_expr()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.get_tables"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.BaseSQLSource.to_spec"><code class="docutils literal notranslate"><span class="pre">BaseSQLSource.to_spec()</span></code></a></li>
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diff --git a/reference/source/DerivedSource.html b/reference/source/DerivedSource.html
new file mode 100644
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+    <li class="breadcrumb-item active" aria-current="page">DerivedSourc...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
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+</div>
+              
+              
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+                <article class="bd-article">
+                  
+  <section id="derivedsource-type-derived">
+<h1>DerivedSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: derived</span><a class="headerlink" href="#derivedsource-type-derived" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.DerivedSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">DerivedSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filters</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transforms</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.DerivedSource" title="Link to this definition">#</a></dt>
+<dd><p><cite>DerivedSource</cite> applies filtering and transforms to tables from other sources.</p>
+<p>A DerivedSource references tables on other sources and optionally
+allows applying filters and transforms to the returned data which
+is then made available as a new (derived) table.</p>
+<p>The DerivedSource has two modes:</p>
+<p><strong>Table Mode</strong></p>
+<p>When an explicit <cite>tables</cite> specification is provided full control
+over the exact tables to filter and transform is available. This
+is referred to as the ‘table’ mode.</p>
+<p>In ‘table’ mode the tables can reference any table on any source
+using the reference syntax and declare filters and transforms to
+apply to that specific table, e.g. a table specification might
+look like this:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+  <span class="s1">&#39;derived_table&#39;</span><span class="p">:</span> <span class="p">{</span>
+    <span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="s1">&#39;original_source&#39;</span><span class="p">,</span>
+    <span class="s1">&#39;table&#39;</span><span class="p">:</span> <span class="s1">&#39;original_table&#39;</span>
+    <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">[</span>
+      <span class="o">...</span>
+    <span class="p">],</span>
+    <span class="s1">&#39;transforms&#39;</span><span class="p">:</span> <span class="p">[</span>
+      <span class="o">...</span>
+    <span class="p">]</span>
+  <span class="p">}</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+<p><strong>Mirror mode</strong></p>
+<p>When a <cite>source</cite> is declared all tables on that Source are mirrored
+and filtered and transformed according to the supplied <cite>filters</cite>
+and <cite>transforms</cite>. This is referred to as ‘mirror’ mode.</p>
+<p>In mirror mode the DerivedSource may reference an existing source
+directly, e.g.:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span>
+    <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="s1">&#39;derived&#39;</span><span class="p">,</span>
+    <span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="s1">&#39;original_source&#39;</span><span class="p">,</span>
+    <span class="s1">&#39;filters&#39;</span><span class="p">:</span> <span class="p">[</span><span class="o">...</span><span class="p">],</span>
+    <span class="s1">&#39;transforms&#39;</span><span class="p">:</span> <span class="p">[</span><span class="o">...</span><span class="p">],</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">filters</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">A list of filters to apply to all tables of this source.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">source</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.Source</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A source to mirror the tables on.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">tables</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">The dictionary of tables and associated filters and transforms.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">transforms</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">A list of transforms to apply to all tables of this source.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.DerivedSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">DerivedSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.DerivedSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.DerivedSource.get">
+<span class="sig-prename descclassname"><span class="pre">DerivedSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.DerivedSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.DerivedSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">DerivedSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.DerivedSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.DerivedSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">DerivedSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.DerivedSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.DerivedSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">DerivedSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.DerivedSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
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+
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+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.DerivedSource"><code class="docutils literal notranslate"><span class="pre">DerivedSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.DerivedSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">DerivedSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.DerivedSource.get"><code class="docutils literal notranslate"><span class="pre">DerivedSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.DerivedSource.get_schema"><code class="docutils literal notranslate"><span class="pre">DerivedSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.DerivedSource.get_tables"><code class="docutils literal notranslate"><span class="pre">DerivedSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.DerivedSource.to_spec"><code class="docutils literal notranslate"><span class="pre">DerivedSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/source/DerivedSource.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
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+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/source/FileSource.html b/reference/source/FileSource.html
new file mode 100644
index 00000000..41413783
--- /dev/null
+++ b/reference/source/FileSource.html
@@ -0,0 +1,731 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>FileSource type: file &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../../_static/custom.css?v=aacd715d" />
+    <link rel="stylesheet" type="text/css" href="../../_static/dataframe.css?v=302d74fa" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sphinx-design.min.css?v=95c83b7e" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/pyscript.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/divider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/floatpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_interface.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_feed.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/katex.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/debugger.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/swipe.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgetbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/alerts.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_steps.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgets.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_step.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridspec.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/regular_table.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/progress.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/booleanstatus.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_message.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/json.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">FileSource  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="filesource-type-file">
+<h1>FileSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: file</span><a class="headerlink" href="#filesource-type-file" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.FileSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">FileSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kwargs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.FileSource" title="Link to this definition">#</a></dt>
+<dd><p><cite>FileSource</cite> loads CSV, Excel and Parquet files using pandas and dask <cite>read_*</cite> functions.</p>
+<p>The <cite>FileSource</cite> can declare a list or dictionary of local or
+remote files which are then loaded using either <cite>pandas.read_*</cite> or
+<cite>dask.dataframe.read_*</cite> functions depending on whether <cite>use_dask</cite>
+is enabled.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to return a Dask dataframe.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kwargs</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Keyword arguments to the pandas/dask loading function.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">tables</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">List or dictionary of tables to load. If a list is supplied thenames are computed from the filenames, otherwise the keys arethe names. The values must filepaths or URLs to the data:<code class="docutils literal notranslate"><span class="pre">{</span>&#160;&#160;&#160; <span class="pre">'local'</span> <span class="pre">:</span> <span class="pre">'/home/user/local_file.csv',</span>&#160;&#160;&#160; <span class="pre">'remote':</span> <span class="pre">'https://test.com/test.csv'}</span></code>if the filepath does not have a declared extension an extensionmay be provided in a list or tuple, e.g.:<code class="docutils literal notranslate"><span class="pre">{'table':</span> <span class="pre">['http://test.com/api',</span> <span class="pre">'json']}</span></code></span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">use_dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to use dask to load files.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.FileSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">FileSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.FileSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.FileSource.get">
+<span class="sig-prename descclassname"><span class="pre">FileSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.FileSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.FileSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">FileSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.FileSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.FileSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">FileSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.FileSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.FileSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">FileSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.FileSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.FileSource"><code class="docutils literal notranslate"><span class="pre">FileSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.FileSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">FileSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.FileSource.get"><code class="docutils literal notranslate"><span class="pre">FileSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.FileSource.get_schema"><code class="docutils literal notranslate"><span class="pre">FileSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.FileSource.get_tables"><code class="docutils literal notranslate"><span class="pre">FileSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.FileSource.to_spec"><code class="docutils literal notranslate"><span class="pre">FileSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/source/FileSource.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
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+      © Copyright 2020-2024, HoloViz Developers.
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+        <div class="footer-item">
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+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>InMemorySource type: None &#8212; Lumen 1.5.4 documentation</title>
+  
+  
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+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
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+  </script>
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridspec.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/regular_table.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/progress.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/booleanstatus.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_message.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/json.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
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+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">InMemorySour...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="inmemorysource-type-none">
+<h1>InMemorySource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span><a class="headerlink" href="#inmemorysource-type-none" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">InMemorySource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.InMemorySource" title="Link to this definition">#</a></dt>
+<dd><p><cite>InMemorySource</cite> can be used to work with in-memory data.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">tables</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource.add_table">
+<span class="sig-prename descclassname"><span class="pre">InMemorySource.</span></span><span class="sig-name descname"><span class="pre">add_table</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.InMemorySource.add_table" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">InMemorySource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.InMemorySource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource.get">
+<span class="sig-prename descclassname"><span class="pre">InMemorySource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.InMemorySource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">InMemorySource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.InMemorySource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">InMemorySource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.InMemorySource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.InMemorySource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">InMemorySource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.InMemorySource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
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+
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+    id="pst-page-navigation-heading-2"
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource"><code class="docutils literal notranslate"><span class="pre">InMemorySource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource.add_table"><code class="docutils literal notranslate"><span class="pre">InMemorySource.add_table()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource.clear_cache"><code class="docutils literal notranslate"><span class="pre">InMemorySource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource.get"><code class="docutils literal notranslate"><span class="pre">InMemorySource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource.get_schema"><code class="docutils literal notranslate"><span class="pre">InMemorySource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource.get_tables"><code class="docutils literal notranslate"><span class="pre">InMemorySource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.InMemorySource.to_spec"><code class="docutils literal notranslate"><span class="pre">InMemorySource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
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+
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diff --git a/reference/source/IntakeSQLSource.html b/reference/source/IntakeSQLSource.html
new file mode 100644
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+<div class="header-article-items header-article__inner">
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+    <li class="breadcrumb-item active" aria-current="page">IntakeSQLSou...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="intakesqlsource-type-intake-sql">
+<h1>IntakeSQLSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: intake_sql</span><a class="headerlink" href="#intakesqlsource-type-intake-sql" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.intake_sql.</span></span><span class="sig-name descname"><span class="pre">IntakeSQLSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filter_in_sql</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">catalog</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">uri</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource" title="Link to this definition">#</a></dt>
+<dd><p><cite>IntakeSQLSource</cite> extends the <cite>IntakeSource</cite> with support for SQL data.</p>
+<p>In addition to the standard intake support for reading catalogs
+the <cite>IntakeSQLSource</cite> computes the schema by querying the database
+instead of loading all the data into memory and allows for
+<cite>SQLTransform</cite> to be applied when querying the SQL database.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">catalog</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">An inlined Catalog specification.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to return a dask DataFrame.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">filter_in_sql</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">load_schema</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to load the schema</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">uri</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">URI of the catalog file.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.create_sql_expr_source">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">create_sql_expr_source</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tables</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.create_sql_expr_source" title="Link to this definition">#</a></dt>
+<dd><p>Creates a new SQL Source given a set of table names and
+corresponding SQL expressions.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.get">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Applies SQL Transforms, creating new temp catalog on the fly
+and querying the database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.get_sql_expr">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">get_sql_expr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.get_sql_expr" title="Link to this definition">#</a></dt>
+<dd><p>Returns the SQL expression corresponding to a particular table.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake_sql.IntakeSQLSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">IntakeSQLSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.intake_sql.IntakeSQLSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
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diff --git a/reference/source/IntakeSource.html b/reference/source/IntakeSource.html
new file mode 100644
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+    <li class="breadcrumb-item active" aria-current="page">IntakeSource...</li>
+  </ul>
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+</div>
+      
+    </div>
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+  
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+</div>
+              
+              
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+                  
+  <section id="intakesource-type-intake">
+<h1>IntakeSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: intake</span><a class="headerlink" href="#intakesource-type-intake" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.intake.IntakeSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.intake.</span></span><span class="sig-name descname"><span class="pre">IntakeSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">catalog</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">uri</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_schema</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake.IntakeSource" title="Link to this definition">#</a></dt>
+<dd><p>An <cite>IntakeSource</cite> loads data from an Intake catalog.</p>
+<p>Intake is a lightweight set of tools for loading and sharing data
+in data science projects using convenient catalog specifications.</p>
+<p>The <cite>IntakeSource</cite> can be given a dictionary <cite>catalog</cite> specification
+OR a URI pointing to a catalog.yaml file on disk.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">catalog</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">An inlined Catalog specification.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to return a dask DataFrame.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">load_schema</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to load the schema</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">uri</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">URI of the catalog file.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake.IntakeSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">IntakeSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake.IntakeSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake.IntakeSource.get">
+<span class="sig-prename descclassname"><span class="pre">IntakeSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake.IntakeSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake.IntakeSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">IntakeSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.intake.IntakeSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake.IntakeSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">IntakeSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.intake.IntakeSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.intake.IntakeSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">IntakeSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.intake.IntakeSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.intake.IntakeSource"><code class="docutils literal notranslate"><span class="pre">IntakeSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.intake.IntakeSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">IntakeSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.intake.IntakeSource.get"><code class="docutils literal notranslate"><span class="pre">IntakeSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.intake.IntakeSource.get_schema"><code class="docutils literal notranslate"><span class="pre">IntakeSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.intake.IntakeSource.get_tables"><code class="docutils literal notranslate"><span class="pre">IntakeSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.intake.IntakeSource.to_spec"><code class="docutils literal notranslate"><span class="pre">IntakeSource.to_spec()</span></code></a></li>
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+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
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+        <div class="header-article-item">
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+    <li class="breadcrumb-item active" aria-current="page">JSONSource  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="jsonsource-type-json">
+<h1>JSONSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: json</span><a class="headerlink" href="#jsonsource-type-json" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.JSONSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">JSONSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chunk_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kwargs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.JSONSource" title="Link to this definition">#</a></dt>
+<dd><p>The JSONSource is very similar to the FileSource but loads json files.</p>
+<p>Both local and remote JSON files can be fetched by declaring them
+as a list or dictionaries of <cite>tables</cite>.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">chunk_size</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">0</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">Number of items to load per chunk if a template variableis provided.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to return a Dask dataframe.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kwargs</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Keyword arguments to the pandas/dask loading function.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">tables</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">List or dictionary of tables to load. If a list is supplied thenames are computed from the filenames, otherwise the keys arethe names. The values must filepaths or URLs to the data:<code class="docutils literal notranslate"><span class="pre">{</span>&#160;&#160;&#160; <span class="pre">'local'</span> <span class="pre">:</span> <span class="pre">'/home/user/local_file.csv',</span>&#160;&#160;&#160; <span class="pre">'remote':</span> <span class="pre">'https://test.com/test.csv'}</span></code></span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">use_dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to use dask to load files.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JSONSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">JSONSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.JSONSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JSONSource.get">
+<span class="sig-prename descclassname"><span class="pre">JSONSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.JSONSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JSONSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">JSONSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.JSONSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JSONSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">JSONSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.JSONSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JSONSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">JSONSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.JSONSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
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+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JSONSource"><code class="docutils literal notranslate"><span class="pre">JSONSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JSONSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">JSONSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JSONSource.get"><code class="docutils literal notranslate"><span class="pre">JSONSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JSONSource.get_schema"><code class="docutils literal notranslate"><span class="pre">JSONSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JSONSource.get_tables"><code class="docutils literal notranslate"><span class="pre">JSONSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JSONSource.to_spec"><code class="docutils literal notranslate"><span class="pre">JSONSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/source/JSONSource.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
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diff --git a/reference/source/JoinedSource.html b/reference/source/JoinedSource.html
new file mode 100644
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--- /dev/null
+++ b/reference/source/JoinedSource.html
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+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>JoinedSource type: join &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
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+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">JoinedSource...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="joinedsource-type-join">
+<h1>JoinedSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: join</span><a class="headerlink" href="#joinedsource-type-join" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.JoinedSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">JoinedSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sources</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.JoinedSource" title="Link to this definition">#</a></dt>
+<dd><p><cite>JoinedSource</cite> performs a join on tables from one or more sources.</p>
+<p>A JoinedSource applies a join on two or more sources returning
+new table(s) with data from all sources. It iterates over the
+<cite>tables</cite> specification and merges the specified tables from the
+declared sources on the supplied index.</p>
+<p>In this way multiple tables from multiple sources can be merged.
+Individual tables from sources that should not be joined may also
+be surfaced by declaring a single source and table in the
+specification.</p>
+<p>As a simple example we may have sources A and B, which contain
+tables ‘foo’ and ‘bar’ respectively. We now want to merge these
+tables on column ‘a’ in Table A with column ‘b’ in Table B:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span><span class="s1">&#39;new_table&#39;</span><span class="p">:</span> <span class="p">[</span>
+  <span class="p">{</span><span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="s1">&#39;A&#39;</span><span class="p">,</span> <span class="s1">&#39;table&#39;</span><span class="p">:</span> <span class="s1">&#39;foo&#39;</span><span class="p">,</span> <span class="s1">&#39;index&#39;</span><span class="p">:</span> <span class="s1">&#39;a&#39;</span><span class="p">},</span>
+  <span class="p">{</span><span class="s1">&#39;source&#39;</span><span class="p">:</span> <span class="s1">&#39;B&#39;</span><span class="p">,</span> <span class="s1">&#39;table&#39;</span><span class="p">:</span> <span class="s1">&#39;bar&#39;</span><span class="p">,</span> <span class="s1">&#39;index&#39;</span><span class="p">:</span> <span class="s1">&#39;b&#39;</span><span class="p">}</span>
+<span class="p">]}</span>
+</pre></div>
+</div>
+<p>The joined source will now publish the “new_table” with all
+columns from tables “foo” and “bar” except for the index column
+from table “bar”, which was merged with the index column “a” from
+table “foo”.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">sources</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A dictionary of sources indexed by their assigned name.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">tables</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">A dictionary with the names of the joined sources as keysand a specification of the source, table and index to mergeon.<code class="docutils literal notranslate"><span class="pre">{&quot;new_table&quot;:</span> <span class="pre">[</span>&#160;&#160;&#160; <span class="pre">{'source':</span> <span class="pre">&lt;source_name&gt;,</span>&#160;&#160;&#160;&#160; <span class="pre">'table':</span> <span class="pre">&lt;table_name&gt;,</span>&#160;&#160;&#160;&#160; <span class="pre">'index':</span> <span class="pre">&lt;index_name&gt;</span>&#160;&#160;&#160; <span class="pre">},</span>&#160;&#160;&#160; <span class="pre">{'source':</span> <span class="pre">&lt;source_name&gt;,</span>&#160;&#160;&#160;&#160; <span class="pre">'table':</span> <span class="pre">&lt;table_name&gt;,</span>&#160;&#160;&#160;&#160; <span class="pre">'index':</span> <span class="pre">&lt;index_name&gt;</span>&#160;&#160;&#160; <span class="pre">},</span>&#160;&#160;&#160; <span class="pre">...]}</span></code></span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JoinedSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">JoinedSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.JoinedSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JoinedSource.get">
+<span class="sig-prename descclassname"><span class="pre">JoinedSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.JoinedSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JoinedSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">JoinedSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.JoinedSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JoinedSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">JoinedSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.JoinedSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.JoinedSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">JoinedSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.JoinedSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
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+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
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+            </div>
+            
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+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JoinedSource"><code class="docutils literal notranslate"><span class="pre">JoinedSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JoinedSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">JoinedSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JoinedSource.get"><code class="docutils literal notranslate"><span class="pre">JoinedSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JoinedSource.get_schema"><code class="docutils literal notranslate"><span class="pre">JoinedSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JoinedSource.get_tables"><code class="docutils literal notranslate"><span class="pre">JoinedSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.JoinedSource.to_spec"><code class="docutils literal notranslate"><span class="pre">JoinedSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/source/JoinedSource.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
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+
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+              
+            
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+    <div class="footer-items__start">
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+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
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+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
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+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
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+</div>
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+</html>
\ No newline at end of file
diff --git a/reference/source/PanelSessionSource.html b/reference/source/PanelSessionSource.html
new file mode 100644
index 00000000..a691e8af
--- /dev/null
+++ b/reference/source/PanelSessionSource.html
@@ -0,0 +1,722 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>PanelSessionSource type: session_info &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
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+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=a746c00c" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridbox.css" type="text/css" />
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
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+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">PanelSession...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="panelsessionsource-type-session-info">
+<h1>PanelSessionSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: session_info</span><a class="headerlink" href="#panelsessionsource-type-session-info" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.PanelSessionSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">PanelSessionSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">endpoint</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">timeout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">urls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.PanelSessionSource" title="Link to this definition">#</a></dt>
+<dd><p>”
+<cite>PanelSessionSource</cite> queries the session_info endpoint of a Panel application.</p>
+<p>Panel applications with –rest-session-info enabled can be queried
+about session statistics. This source makes this data available to
+Lumen for monitoring.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">endpoint</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'rest/session_info'</span></code></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">timeout</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">5</span></code></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">urls</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">URL of the websites to monitor.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.PanelSessionSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">PanelSessionSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.PanelSessionSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.PanelSessionSource.get">
+<span class="sig-prename descclassname"><span class="pre">PanelSessionSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.PanelSessionSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.PanelSessionSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">PanelSessionSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.PanelSessionSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.PanelSessionSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">PanelSessionSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.PanelSessionSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.PanelSessionSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">PanelSessionSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.PanelSessionSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.PanelSessionSource"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.PanelSessionSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.PanelSessionSource.get"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.PanelSessionSource.get_schema"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.PanelSessionSource.get_tables"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.PanelSessionSource.to_spec"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/source/PanelSessionSource.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
+  
+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/source/RESTSource.html b/reference/source/RESTSource.html
new file mode 100644
index 00000000..325c8a47
--- /dev/null
+++ b/reference/source/RESTSource.html
@@ -0,0 +1,703 @@
+
+<!DOCTYPE html>
+
+
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+
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+      
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+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
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+        <div class="header-article-item">
+
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+    <li class="breadcrumb-item active" aria-current="page">RESTSource  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="restsource-type-rest">
+<h1>RESTSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rest</span><a class="headerlink" href="#restsource-type-rest" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.RESTSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">RESTSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">url</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.RESTSource" title="Link to this definition">#</a></dt>
+<dd><p><cite>RESTSource</cite> allows querying REST endpoints conforming to the Lumen REST specification.</p>
+<p>The <cite>url</cite> must offer two endpoints, the <cite>/data</cite> endpoint must
+return data in a records format while the <cite>/schema</cite> endpoint must
+return a valid Lumen JSON schema.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">url</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">URL of the REST endpoint to monitor.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.RESTSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">RESTSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.RESTSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.RESTSource.get">
+<span class="sig-prename descclassname"><span class="pre">RESTSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.RESTSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.RESTSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">RESTSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.RESTSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.RESTSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">RESTSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.RESTSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.RESTSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">RESTSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.RESTSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
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+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.RESTSource"><code class="docutils literal notranslate"><span class="pre">RESTSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.RESTSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">RESTSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.RESTSource.get"><code class="docutils literal notranslate"><span class="pre">RESTSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.RESTSource.get_schema"><code class="docutils literal notranslate"><span class="pre">RESTSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.RESTSource.get_tables"><code class="docutils literal notranslate"><span class="pre">RESTSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.RESTSource.to_spec"><code class="docutils literal notranslate"><span class="pre">RESTSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
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+    <a href="../../_sources/reference/source/RESTSource.md.txt">
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diff --git a/reference/source/WebsiteSource.html b/reference/source/WebsiteSource.html
new file mode 100644
index 00000000..975e2f58
--- /dev/null
+++ b/reference/source/WebsiteSource.html
@@ -0,0 +1,700 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
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+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>WebsiteSource type: live &#8212; Lumen 1.5.4 documentation</title>
+  
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+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">WebsiteSourc...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="websitesource-type-live">
+<h1>WebsiteSource  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: live</span><a class="headerlink" href="#websitesource-type-live" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.WebsiteSource">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">WebsiteSource</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">urls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.WebsiteSource" title="Link to this definition">#</a></dt>
+<dd><p><cite>WebsiteSource</cite> queries whether a website responds with a 400 status code.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">urls</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">URLs of the websites to monitor.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.WebsiteSource.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">WebsiteSource.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.WebsiteSource.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.WebsiteSource.get">
+<span class="sig-prename descclassname"><span class="pre">WebsiteSource.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.WebsiteSource.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.WebsiteSource.get_schema">
+<span class="sig-prename descclassname"><span class="pre">WebsiteSource.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.WebsiteSource.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.WebsiteSource.get_tables">
+<span class="sig-prename descclassname"><span class="pre">WebsiteSource.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.WebsiteSource.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.WebsiteSource.to_spec">
+<span class="sig-prename descclassname"><span class="pre">WebsiteSource.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.WebsiteSource.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.WebsiteSource"><code class="docutils literal notranslate"><span class="pre">WebsiteSource</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.WebsiteSource.clear_cache"><code class="docutils literal notranslate"><span class="pre">WebsiteSource.clear_cache()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.WebsiteSource.get"><code class="docutils literal notranslate"><span class="pre">WebsiteSource.get()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.WebsiteSource.get_schema"><code class="docutils literal notranslate"><span class="pre">WebsiteSource.get_schema()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.WebsiteSource.get_tables"><code class="docutils literal notranslate"><span class="pre">WebsiteSource.get_tables()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.sources.base.WebsiteSource.to_spec"><code class="docutils literal notranslate"><span class="pre">WebsiteSource.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/source/WebsiteSource.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
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diff --git a/reference/source/index.html b/reference/source/index.html
new file mode 100644
index 00000000..44e44e1b
--- /dev/null
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@@ -0,0 +1,859 @@
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+ `);
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+`);
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+            <span class="sr-only">GitHub</span></a>
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+          
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+          
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
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+    
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+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
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+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+    </div>
+  
+
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+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
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+  
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+      
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+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
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+        
+          
+          
+            <div class="navbar-item">
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+  <ul class="bd-navbar-elements navbar-nav">
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
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+
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+          
+        
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+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
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+`);
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+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
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+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
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+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Source</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="source">
+<h1>Source<a class="headerlink" href="#source" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.sources.base.Source">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.sources.base.</span></span><span class="sig-name descname"><span class="pre">Source</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_per_query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_with_dask</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">root</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shared</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.Source" title="Link to this definition">#</a></dt>
+<dd><p><cite>Source</cite> components provide allow querying all kinds of data.</p>
+<p>A <cite>Source</cite> can return one or more tables queried using the
+<cite>.get_tables</cite> method, a description of the data returned by each
+table in the form of a JSON schema accessible via the <cite>.get_schema</cite>
+method and lastly a <cite>.get</cite> method that allows filtering the data.</p>
+<p>The Source base class also implements both in-memory and disk
+caching which can be enabled if a <cite>cache_dir</cite> is provided. Data
+cached to disk is stored as parquet files.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">cache_dir</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Whether to enable local cache and write file to disk.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">cache_per_query</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to query the whole dataset or individual queries.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">cache_with_dask</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to read and write cache files with dask if available.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Source'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">root</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">pathlib.Path</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Root folder of the cache_dir, default is config.root</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">shared</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the Source can be shared across all instances of thedashboard. If set to <code class="docutils literal notranslate"><span class="pre">True</span></code> the Source will be loaded oninitial server load.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.Source.clear_cache">
+<span class="sig-prename descclassname"><span class="pre">Source.</span></span><span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.sources.base.Source.clear_cache" title="Link to this definition">#</a></dt>
+<dd><p>Clears any cached data.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.Source.get">
+<span class="sig-prename descclassname"><span class="pre">Source.</span></span><span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">query</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.sources.base.Source.get" title="Link to this definition">#</a></dt>
+<dd><p>Return a table; optionally filtered by the given query.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em>) – The name of the table to query</p></li>
+<li><p><strong>query</strong> (<em>dict</em>) – A dictionary containing all the query parameters</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the queried table.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.Source.get_schema">
+<span class="sig-prename descclassname"><span class="pre">Source.</span></span><span class="sig-name descname"><span class="pre">get_schema</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.Source.get_schema" title="Link to this definition">#</a></dt>
+<dd><p>Returns JSON schema describing the tables returned by the
+Source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>table</strong> (<em>str</em><em> | </em><em>None</em>) – The name of the table to return the schema for. If None
+returns schema for all available tables.</p></li>
+<li><p><strong>limit</strong> (<em>int</em><em> | </em><em>None</em>) – Limits the number of rows considered for the schema calculation</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>JSON schema(s) for one or all the tables.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.Source.get_tables">
+<span class="sig-prename descclassname"><span class="pre">Source.</span></span><span class="sig-name descname"><span class="pre">get_tables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.Source.get_tables" title="Link to this definition">#</a></dt>
+<dd><p>Returns the list of tables available on this source.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The list of available tables on this source.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>list</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.sources.base.Source.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Source.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.sources.base.Source.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="types">
+<h2>Types<a class="headerlink" href="#types" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+RESTSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rest</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">RESTSource</span></code> allows querying REST endpoints conforming to the Lumen REST specification.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="RESTSource.html"><span>RESTSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+InMemorySource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">InMemorySource</span></code> can be used to work with in-memory data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="InMemorySource.html"><span>InMemorySource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+FileSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: file</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">FileSource</span></code> loads CSV, Excel and Parquet files using pandas and dask <code class="docutils literal notranslate"><span class="pre">read_*</span></code> functions.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="FileSource.html"><span>FileSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+BaseSQLSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text">The BaseSQLSource implements the additional API required by</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="BaseSQLSource.html"><span>BaseSQLSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+WebsiteSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: live</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">WebsiteSource</span></code> queries whether a website responds with a 400 status code.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="WebsiteSource.html"><span>WebsiteSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+PanelSessionSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: session_info</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">PanelSessionSource</span></code> queries the session_info endpoint of a Panel application.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="PanelSessionSource.html"><span>PanelSessionSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+JoinedSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: join</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">JoinedSource</span></code> performs a join on tables from one or more sources.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="JoinedSource.html"><span>JoinedSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DerivedSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: derived</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DerivedSource</span></code> applies filtering and transforms to tables from other sources.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="DerivedSource.html"><span>DerivedSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+JSONSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: json</span></div>
+<p class="sd-card-text">The JSONSource is very similar to the FileSource but loads json files.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="JSONSource.html"><span>JSONSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+IntakeSource    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: intake</span></div>
+<p class="sd-card-text">An <code class="docutils literal notranslate"><span class="pre">IntakeSource</span></code> loads data from an Intake catalog.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="IntakeSource.html"><span>IntakeSource.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
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new file mode 100644
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+    <li class="breadcrumb-item active" aria-current="page">Aggregate  <...</li>
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+                  
+  <section id="aggregate-type-aggregate">
+<h1>Aggregate  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: aggregate</span><a class="headerlink" href="#aggregate-type-aggregate" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Aggregate">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Aggregate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kwargs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">with_index</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Aggregate" title="Link to this definition">#</a></dt>
+<dd><p><cite>Aggregate</cite> one or more columns or indexes, see <cite>pandas.DataFrame.groupby</cite>.</p>
+<p><cite>by</cite> must be provided.</p>
+<p><cite>df.groupby(&lt;by&gt;)[&lt;columns&gt;].&lt;method&gt;()[.reset_index()]</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">by</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Columns or indexes to group by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Columns to aggregate.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kwargs</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">Keyword arguments to the aggregation method.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">method</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'mean'</span></code><br><span style="vertical-align: bottom;">Name of the pandas aggregation method, e.g. max, min, count.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">with_index</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to make the groupby columns indexes.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Aggregate.apply">
+<span class="sig-prename descclassname"><span class="pre">Aggregate.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Aggregate.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Aggregate.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Aggregate.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Aggregate.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+        <i class="fa-solid fa-home"></i>
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+    <li class="breadcrumb-item active" aria-current="page">Astype  <spa...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="astype-type-as-type">
+<h1>Astype  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: as_type</span><a class="headerlink" href="#astype-type-as-type" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Astype">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Astype</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtypes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Astype" title="Link to this definition">#</a></dt>
+<dd><p><cite>Astype</cite> transforms the type of one or more columns.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
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+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">dtypes</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Mapping from column name to new type.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Astype.apply">
+<span class="sig-prename descclassname"><span class="pre">Astype.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Astype.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Astype.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Astype.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Astype.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Astype"><code class="docutils literal notranslate"><span class="pre">Astype</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Astype.apply"><code class="docutils literal notranslate"><span class="pre">Astype.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Astype.to_spec"><code class="docutils literal notranslate"><span class="pre">Astype.to_spec()</span></code></a></li>
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diff --git a/reference/transform/Columns.html b/reference/transform/Columns.html
new file mode 100644
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+`);
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+
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+ `);
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+    <div class="bd-container__inner bd-page-width">
+      
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+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
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+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
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+    Home
+  </a>
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
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+    Background
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+
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+</nav></div>
+          
+        
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+    
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+
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+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          
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+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Columns  <sp...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="columns-type-columns">
+<h1>Columns  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: columns</span><a class="headerlink" href="#columns-type-columns" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Columns">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Columns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Columns" title="Link to this definition">#</a></dt>
+<dd><p><cite>Columns</cite> selects a subset of columns.</p>
+<p><cite>df[&lt;columns&gt;]</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The subset of columns to select.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Columns.apply">
+<span class="sig-prename descclassname"><span class="pre">Columns.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Columns.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Columns.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Columns.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Columns.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Columns.apply"><code class="docutils literal notranslate"><span class="pre">Columns.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Columns.to_spec"><code class="docutils literal notranslate"><span class="pre">Columns.to_spec()</span></code></a></li>
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diff --git a/reference/transform/Compute.html b/reference/transform/Compute.html
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+    <li class="breadcrumb-item active" aria-current="page">Compute  <sp...</li>
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+              
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+                  
+  <section id="compute-type-compute">
+<h1>Compute  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: compute</span><a class="headerlink" href="#compute-type-compute" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Compute">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Compute</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Compute" title="Link to this definition">#</a></dt>
+<dd><p><cite>Compute</cite> turns a <cite>dask.dataframe.DataFrame</cite> into a <cite>pandas.DataFrame</cite>.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Compute.apply">
+<span class="sig-prename descclassname"><span class="pre">Compute.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Compute.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Compute.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Compute.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Compute.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Compute.apply"><code class="docutils literal notranslate"><span class="pre">Compute.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Compute.to_spec"><code class="docutils literal notranslate"><span class="pre">Compute.to_spec()</span></code></a></li>
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new file mode 100644
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+    <li class="breadcrumb-item active" aria-current="page">Corr  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="corr-type-corr">
+<h1>Corr  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: corr</span><a class="headerlink" href="#corr-type-corr" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Corr">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Corr</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_periods</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">numeric_only</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Corr" title="Link to this definition">#</a></dt>
+<dd><p><code class="docutils literal notranslate"><span class="pre">Corr</span></code> computes pairwise correlation of columns, excluding NA/null values.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">method</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'pearson'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'pearson'</span> <span class="pre">|</span> <span class="pre">'kendall'</span> <span class="pre">|</span> <span class="pre">'spearman'</span></code><br><span style="vertical-align: bottom;">Method of correlation.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">min_periods</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">1</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">Minimum number of observations required per pair of columnsto have a valid result. Currently only available for Pearsonand Spearman correlation.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">numeric_only</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Include only <code class="docutils literal notranslate"><span class="pre">float</span></code>, <code class="docutils literal notranslate"><span class="pre">int</span></code> or <code class="docutils literal notranslate"><span class="pre">boolean</span></code> data.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Corr.apply">
+<span class="sig-prename descclassname"><span class="pre">Corr.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Corr.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Corr.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Corr.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Corr.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Corr"><code class="docutils literal notranslate"><span class="pre">Corr</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Corr.apply"><code class="docutils literal notranslate"><span class="pre">Corr.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Corr.to_spec"><code class="docutils literal notranslate"><span class="pre">Corr.to_spec()</span></code></a></li>
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
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+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
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+  </div>
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+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+    Home
+  </a>
+</li>
+
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
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+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
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+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Count  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="count-type-count">
+<h1>Count  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: count</span><a class="headerlink" href="#count-type-count" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Count">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Count</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">numeric_only</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Count" title="Link to this definition">#</a></dt>
+<dd><p>Counts non-nan values in each column of the DataFrame and returns
+a new DataFrame with a single row with a count for each original
+column, see <cite>pandas.DataFrame.count</cite>.</p>
+<p>df.count(axis=&lt;axis&gt;, level=&lt;level&gt;, numeric_only=&lt;numeric_only&gt;).to_frame().T</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">axis</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">0</span></code><br><span style="vertical-align: bottom;">The axis to rename. 0 or ‘index’, 1 or ‘columns’</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The indexes to stack.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">numeric_only</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Include only float, int or boolean data.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Count.apply">
+<span class="sig-prename descclassname"><span class="pre">Count.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Count.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Count.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Count.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Count.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Count.apply"><code class="docutils literal notranslate"><span class="pre">Count.apply()</span></code></a></li>
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diff --git a/reference/transform/DropNA.html b/reference/transform/DropNA.html
new file mode 100644
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+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">DropNA  <spa...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="dropna-type-dropna">
+<h1>DropNA  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: dropna</span><a class="headerlink" href="#dropna-type-dropna" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.DropNA">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">DropNA</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">how</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">thresh</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.DropNA" title="Link to this definition">#</a></dt>
+<dd><p><cite>DropNA</cite> drops rows with any missing values.</p>
+<p><cite>df.dropna(axis=&lt;axis&gt;, how=&lt;how&gt;, thresh=&lt;thresh&gt;, subset=&lt;subset&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">axis</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">0</span></code><br><span style="vertical-align: bottom;">The axis to rename. 0 or ‘index’, 1 or ‘columns’</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">how</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'any'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'any'</span> <span class="pre">|</span> <span class="pre">'all'</span></code><br><span style="vertical-align: bottom;">Determine if row or column is removed from DataFrame, when we haveat least one NA or all NA.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">subset</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Labels along other axis to consider, e.g. if you are dropping rowsthese would be a list of columns to include.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">thresh</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">Require that many non-NA values.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.DropNA.apply">
+<span class="sig-prename descclassname"><span class="pre">DropNA.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.DropNA.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.DropNA.to_spec">
+<span class="sig-prename descclassname"><span class="pre">DropNA.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.DropNA.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.DropNA.apply"><code class="docutils literal notranslate"><span class="pre">DropNA.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.DropNA.to_spec"><code class="docutils literal notranslate"><span class="pre">DropNA.to_spec()</span></code></a></li>
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
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+  
+
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+  </div>
+  
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+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+    Home
+  </a>
+</li>
+
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          
+          
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+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
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+    
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+
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+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+    <div class="bd-container__inner bd-page-width">
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+        
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+    
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+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
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+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
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+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Eval  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="eval-type-eval">
+<h1>Eval  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: eval</span><a class="headerlink" href="#eval-type-eval" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Eval">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Eval</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">expr</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Eval" title="Link to this definition">#</a></dt>
+<dd><p>Applies an eval assignment expression to a DataFrame. The
+expression can reference columns on the original table by
+referencing <cite>table.&lt;column&gt;</cite> and must assign to a variable that
+will become a new column in the DataFrame, e.g. to divide a
+<cite>value</cite> column by one thousand and assign the result to a new column
+called <cite>kilo_value</cite> you can write an <cite>expr</cite> like:</p>
+<blockquote>
+<div><p>kilo_value = table.value / 1000</p>
+</div></blockquote>
+<p>See <cite>pandas.eval</cite> for more information.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">expr</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">The expression to apply to the table.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Eval.apply">
+<span class="sig-prename descclassname"><span class="pre">Eval.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Eval.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Eval.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Eval.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Eval.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Eval"><code class="docutils literal notranslate"><span class="pre">Eval</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Eval.apply"><code class="docutils literal notranslate"><span class="pre">Eval.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Eval.to_spec"><code class="docutils literal notranslate"><span class="pre">Eval.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
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+            <div class="bd-article-container">
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+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
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+        <div class="header-article-item">
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+              
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+                <article class="bd-article">
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+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Filter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Filter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">conditions</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Filter" title="Link to this definition">#</a></dt>
+<dd><p><cite>Filter</cite> transform implement the filtering behavior of <cite>Filter</cite> components.</p>
+<p>The filter <cite>conditions</cite> must be declared as a list of tuple containing
+the name of the column to be filtered and one of the following:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>scalar: A scalar value will be matched using equality operators</p></li>
+<li><p>tuple:  A tuple value specifies a numeric or date range.</p></li>
+<li><p>list:   A list value specifies a set of categories to match against.</p></li>
+<li><p>list(tuple): A list of tuples specifies a list of ranges.</p></li>
+</ul>
+</div></blockquote>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">conditions</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">List of filter conditions expressed as tuples of the columnname and the filter value.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Filter.apply">
+<span class="sig-prename descclassname"><span class="pre">Filter.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Filter.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Filter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Filter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Filter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Filter.apply"><code class="docutils literal notranslate"><span class="pre">Filter.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Filter.to_spec"><code class="docutils literal notranslate"><span class="pre">Filter.to_spec()</span></code></a></li>
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+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
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+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">HistoryTrans...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="historytransform-type-history">
+<h1>HistoryTransform  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: history</span><a class="headerlink" href="#historytransform-type-history" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.HistoryTransform">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">HistoryTransform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">date_column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">length</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.HistoryTransform" title="Link to this definition">#</a></dt>
+<dd><p><cite>HistoryTransform</cite> accumulates a history of the queried data.</p>
+<p>The internal buffer accumulates data up to the supplied <cite>length</cite>
+and (optionally) adds a date_column to the data.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">date_column</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">If defined adds a date column with the supplied name.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">length</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">10</span></code><br><strong>bounds</strong>: (1, None)<br><span style="vertical-align: bottom;">Accumulates a history of data.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.HistoryTransform.apply">
+<span class="sig-prename descclassname"><span class="pre">HistoryTransform.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.HistoryTransform.apply" title="Link to this definition">#</a></dt>
+<dd><p>Accumulates a history of the data in a buffer up to the
+declared <cite>length</cite> and optionally adds the current datetime to
+the declared <cite>date_column</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>data</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the buffered history of the data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.HistoryTransform.to_spec">
+<span class="sig-prename descclassname"><span class="pre">HistoryTransform.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.HistoryTransform.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.HistoryTransform"><code class="docutils literal notranslate"><span class="pre">HistoryTransform</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.HistoryTransform.apply"><code class="docutils literal notranslate"><span class="pre">HistoryTransform.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.HistoryTransform.to_spec"><code class="docutils literal notranslate"><span class="pre">HistoryTransform.to_spec()</span></code></a></li>
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+    Reference
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+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
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+            
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+</nav></div>
+      
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+    
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+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
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+`);
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+            <span class="sr-only">GitHub</span></a>
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+          
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+        
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+    
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+        
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+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
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+    Home
+  </a>
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+    How to
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+document.write(`
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
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+    aria-label="Icon Links">
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
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+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Iloc  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="iloc-type-iloc">
+<h1>Iloc  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: iloc</span><a class="headerlink" href="#iloc-type-iloc" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Iloc">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Iloc</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Iloc" title="Link to this definition">#</a></dt>
+<dd><p><cite>Iloc</cite> allows selecting the data with integer indexing, see <cite>pandas.DataFrame.iloc</cite>.</p>
+<p><cite>df.iloc[&lt;start&gt;:&lt;end&gt;]</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">end</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: None</p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">start</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: None</p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Iloc.apply">
+<span class="sig-prename descclassname"><span class="pre">Iloc.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Iloc.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Iloc.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Iloc.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Iloc.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Iloc"><code class="docutils literal notranslate"><span class="pre">Iloc</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
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+    <li class="breadcrumb-item active" aria-current="page">Melt  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="melt-type-melt">
+<h1>Melt  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: melt</span><a class="headerlink" href="#melt-type-melt" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Melt">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Melt</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">id_vars</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ignore_index</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value_vars</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">var_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Melt" title="Link to this definition">#</a></dt>
+<dd><p><cite>Melt</cite> applies the <cite>pandas.melt</cite> operation given the <cite>id_vars</cite> and <cite>value_vars</cite>.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">id_vars</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Column(s) to use as identifier variables.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">ignore_index</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">If True, original index is ignored. If False, the originalindex is retained. Index labels will be repeated asnecessary.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">value_name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'value'</span></code><br><span style="vertical-align: bottom;">Name to use for the ‘value’ column.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">value_vars</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Column(s) to unpivot. If not specified, uses all columns thatare not set as <code class="docutils literal notranslate"><span class="pre">id_vars</span></code>.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">var_name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Name to use for the ‘variable’ column. If None it uses<code class="docutils literal notranslate"><span class="pre">frame.columns.name</span></code> or ‘variable’.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Melt.apply">
+<span class="sig-prename descclassname"><span class="pre">Melt.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Melt.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Melt.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Melt.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Melt.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Melt.apply"><code class="docutils literal notranslate"><span class="pre">Melt.apply()</span></code></a></li>
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+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
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+        <div class="header-article-item">
+
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+<nav aria-label="Breadcrumb" class="d-print-none">
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+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Pivot  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="pivot-type-pivot">
+<h1>Pivot  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: pivot</span><a class="headerlink" href="#pivot-type-pivot" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Pivot">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Pivot</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">values</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Pivot" title="Link to this definition">#</a></dt>
+<dd><p><cite>Pivot</cite> applies <cite>pandas.DataFrame.pivot</cite> given an index, columns, and values.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Column to use to make new frame’s columns.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">index</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Column to use to make new frame’s index.If None, uses existing index.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">values</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Column(s) to use for populating new frame’s values.If not specified, all remaining columns will be usedand the result will have hierarchically indexed columns.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Pivot.apply">
+<span class="sig-prename descclassname"><span class="pre">Pivot.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Pivot.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Pivot.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Pivot.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Pivot.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
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+    class="page-toc tocsection onthispage">
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Pivot"><code class="docutils literal notranslate"><span class="pre">Pivot</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Pivot.apply"><code class="docutils literal notranslate"><span class="pre">Pivot.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Pivot.to_spec"><code class="docutils literal notranslate"><span class="pre">Pivot.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
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+
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+
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+    <a href="../../_sources/reference/transform/Pivot.md.txt">
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diff --git a/reference/transform/PivotTable.html b/reference/transform/PivotTable.html
new file mode 100644
index 00000000..0a5c47d2
--- /dev/null
+++ b/reference/transform/PivotTable.html
@@ -0,0 +1,679 @@
+
+<!DOCTYPE html>
+
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+<html lang="en" data-content_root="../../" data-theme="light">
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+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>PivotTable type: None &#8212; Lumen 1.5.4 documentation</title>
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+        
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+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
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+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
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+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">PivotTable  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="pivottable-type-none">
+<h1>PivotTable  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span><a class="headerlink" href="#pivottable-type-none" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.PivotTable">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">PivotTable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aggfunc</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">values</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.PivotTable" title="Link to this definition">#</a></dt>
+<dd><p><cite>PivotTable</cite> applies pandas.pivot_table` to the data.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">aggfunc</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'mean'</span></code><br><span style="vertical-align: bottom;">Function, list of functions, dict, default ‘mean’</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Column, Grouper, array, or list of the previousKeys to group by on the pivot table column. If a list is passed,it can contain any of the other types (except list). If an array ispassed, it must be the same length as the data and will be used inthe same manner as column values.</span></p>
+</div>
+</div>
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+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
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+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">index</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Column, Grouper, array, or list of the previousKeys to group by on the pivot table index. If a list is passed,it can contain any of the other types (except list). If an array ispassed, it must be the same length as the data and will be used inthe same manner as column values.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">values</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Column or columns to aggregate.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.PivotTable.apply">
+<span class="sig-prename descclassname"><span class="pre">PivotTable.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.PivotTable.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.PivotTable.to_spec">
+<span class="sig-prename descclassname"><span class="pre">PivotTable.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.PivotTable.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+    <li class="breadcrumb-item active" aria-current="page">Query  <span...</li>
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+              
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+                  
+  <section id="query-type-query">
+<h1>Query  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: query</span><a class="headerlink" href="#query-type-query" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Query">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Query</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">query</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Query" title="Link to this definition">#</a></dt>
+<dd><p><cite>Query</cite> applies the <cite>pandas.DataFrame.query</cite> method.</p>
+<p><cite>df.query(&lt;query&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">query</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">The query to apply to the table.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Query.apply">
+<span class="sig-prename descclassname"><span class="pre">Query.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Query.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Query.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Query.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Query.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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diff --git a/reference/transform/Rename.html b/reference/transform/Rename.html
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+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Rename  <spa...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="rename-type-rename">
+<h1>Rename  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rename</span><a class="headerlink" href="#rename-type-rename" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Rename">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Rename</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mapper</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Rename" title="Link to this definition">#</a></dt>
+<dd><p><cite>Rename</cite> renames columns or indexes, see <cite>pandas.DataFrame.rename</cite>.</p>
+<dl class="simple">
+<dt>df.rename(mapper=&lt;mapper&gt;, columns=&lt;columns&gt;, index=&lt;index&gt;,</dt><dd><p>level=&lt;level&gt;, axis=&lt;axis&gt;, copy=&lt;copy&gt;)</p>
+</dd>
+</dl>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">axis</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The axis to rename. 0 or ‘index’, 1 or ‘columns’</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Alternative to specifying axis (<code class="docutils literal notranslate"><span class="pre">mapper,</span> <span class="pre">axis=1</span></code> is equivalent to<code class="docutils literal notranslate"><span class="pre">columns=mapper</span></code>).</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">copy</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Also copy underlying data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">index</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Alternative to specifying axis (<code class="docutils literal notranslate"><span class="pre">mapper,</span> <span class="pre">axis=0</span></code> is equivalent to<code class="docutils literal notranslate"><span class="pre">index=mapper</span></code>).</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">In case of a MultiIndex, only rename labels in the specified level.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">mapper</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Dict to apply to that axis’ values. Use either <code class="docutils literal notranslate"><span class="pre">mapper</span></code> and <code class="docutils literal notranslate"><span class="pre">axis</span></code> tospecify the axis to target with <code class="docutils literal notranslate"><span class="pre">mapper</span></code>, or <code class="docutils literal notranslate"><span class="pre">index</span></code> and <code class="docutils literal notranslate"><span class="pre">columns</span></code>.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Rename.apply">
+<span class="sig-prename descclassname"><span class="pre">Rename.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Rename.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Rename.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Rename.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Rename.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Rename.apply"><code class="docutils literal notranslate"><span class="pre">Rename.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Rename.to_spec"><code class="docutils literal notranslate"><span class="pre">Rename.to_spec()</span></code></a></li>
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diff --git a/reference/transform/RenameAxis.html b/reference/transform/RenameAxis.html
new file mode 100644
index 00000000..f42bfdfb
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@@ -0,0 +1,693 @@
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+    <li class="breadcrumb-item active" aria-current="page">RenameAxis  ...</li>
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+</div>
+      
+    </div>
+  
+  
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+</div>
+              
+              
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+                <article class="bd-article">
+                  
+  <section id="renameaxis-type-rename-axis">
+<h1>RenameAxis  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rename_axis</span><a class="headerlink" href="#renameaxis-type-rename-axis" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.RenameAxis">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">RenameAxis</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">copy</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mapper</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.RenameAxis" title="Link to this definition">#</a></dt>
+<dd><p>Set the name of the axis for the index or columns,
+see <cite>pandas.DataFrame.rename_axis</cite>.</p>
+<dl class="simple">
+<dt>df.rename_axis(mapper=&lt;mapper&gt;, columns=&lt;columns&gt;, index=&lt;index&gt;,</dt><dd><p>axis=&lt;axis&gt;, copy=&lt;copy&gt;)</p>
+</dd>
+</dl>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">axis</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">0</span></code><br><span style="vertical-align: bottom;">The axis to rename. 0 or ‘index’, 1 or ‘columns’</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A scalar, list-like, dict-like to apply to that axis’ values.Note that the columns parameter is not allowed if the objectis a Series. This parameter only apply for DataFrame type objects.Use either mapper and axis to specify the axis to target withmapper, or index and/or columns.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">copy</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Also copy underlying data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">index</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A scalar, list-like, dict-like to apply to that axis’ values.Note that the columns parameter is not allowed if the objectis a Series. This parameter only apply for DataFrame type objects.Use either mapper and axis to specify the axis to target withmapper, or index and/or columns.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">mapper</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">|</span> <span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Value to set the axis name attribute.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.RenameAxis.apply">
+<span class="sig-prename descclassname"><span class="pre">RenameAxis.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.RenameAxis.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.RenameAxis.to_spec">
+<span class="sig-prename descclassname"><span class="pre">RenameAxis.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.RenameAxis.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.RenameAxis.to_spec"><code class="docutils literal notranslate"><span class="pre">RenameAxis.to_spec()</span></code></a></li>
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+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
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+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
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+         placeholder="Search the docs ..."
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+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
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+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
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+  </div>
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+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+  </a>
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">ResetIndex  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="resetindex-type-reset-index">
+<h1>ResetIndex  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: reset_index</span><a class="headerlink" href="#resetindex-type-reset-index" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.ResetIndex">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">ResetIndex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">col_fill</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">col_level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.ResetIndex" title="Link to this definition">#</a></dt>
+<dd><p><cite>ResetIndex</cite> resets DataFrame indexes to columns or drops them, see <cite>pandas.DataFrame.reset_index</cite></p>
+<p><cite>df.reset_index(drop=&lt;drop&gt;, col_fill=&lt;col_fill&gt;, col_level=&lt;col_level&gt;, level=&lt;level&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">col_fill</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">If the columns have multiple levels, determines how the otherlevels are named. If None then the index name is repeated.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">col_level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">0</span></code><br><span style="vertical-align: bottom;">If the columns have multiple levels, determines which level thelabels are inserted into. By default it is inserted into thefirst level.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">drop</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Do not try to insert index into dataframe columns. This resetsthe index to the default integer index.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Only remove the given levels from the index. Removes all levelsby default.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.ResetIndex.apply">
+<span class="sig-prename descclassname"><span class="pre">ResetIndex.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.ResetIndex.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.ResetIndex.to_spec">
+<span class="sig-prename descclassname"><span class="pre">ResetIndex.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.ResetIndex.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
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+    <li class="breadcrumb-item active" aria-current="page">SQLColumns  ...</li>
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+                  
+  <section id="sqlcolumns-type-sql-columns">
+<h1>SQLColumns  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_columns</span><a class="headerlink" href="#sqlcolumns-type-sql-columns" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLColumns">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLColumns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLColumns" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
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+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Columns to return.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLColumns.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLColumns.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLColumns.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLColumns.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLColumns.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLColumns.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLColumns.apply"><code class="docutils literal notranslate"><span class="pre">SQLColumns.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLColumns.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLColumns.to_spec()</span></code></a></li>
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diff --git a/reference/transform/SQLCount.html b/reference/transform/SQLCount.html
new file mode 100644
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+    <li class="breadcrumb-item active" aria-current="page">SQLCount  <s...</li>
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+  <section id="sqlcount-type-sql-count">
+<h1>SQLCount  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_count</span><a class="headerlink" href="#sqlcount-type-sql-count" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLCount">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLCount</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLCount" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLCount.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLCount.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLCount.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLCount.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLCount.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLCount.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLCount.apply"><code class="docutils literal notranslate"><span class="pre">SQLCount.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLCount.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLCount.to_spec()</span></code></a></li>
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diff --git a/reference/transform/SQLDistinct.html b/reference/transform/SQLDistinct.html
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+    <li class="breadcrumb-item active" aria-current="page">SQLDistinct ...</li>
+  </ul>
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+</div>
+      
+    </div>
+  
+  
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+</div>
+              
+              
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+                <article class="bd-article">
+                  
+  <section id="sqldistinct-type-sql-distinct">
+<h1>SQLDistinct  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_distinct</span><a class="headerlink" href="#sqldistinct-type-sql-distinct" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLDistinct">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLDistinct</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLDistinct" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Columns to return distinct values for.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLDistinct.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLDistinct.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLDistinct.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLDistinct.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLDistinct.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLDistinct.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLDistinct"><code class="docutils literal notranslate"><span class="pre">SQLDistinct</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLDistinct.apply"><code class="docutils literal notranslate"><span class="pre">SQLDistinct.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLDistinct.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLDistinct.to_spec()</span></code></a></li>
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diff --git a/reference/transform/SQLFilter.html b/reference/transform/SQLFilter.html
new file mode 100644
index 00000000..69c967f7
--- /dev/null
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@@ -0,0 +1,652 @@
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+              
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+<div class="header-article-items header-article__inner">
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+    <li class="breadcrumb-item active" aria-current="page">SQLFilter  <...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="sqlfilter-type-sql-filter">
+<h1>SQLFilter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_filter</span><a class="headerlink" href="#sqlfilter-type-sql-filter" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLFilter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">conditions</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLFilter" title="Link to this definition">#</a></dt>
+<dd><p>Translates Lumen Filter query into a SQL WHERE statement.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">conditions</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">List of filter conditions expressed as tuples of the columnname and the filter value.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLFilter.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLFilter.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLFilter.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLFilter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLFilter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLFilter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLFilter.apply"><code class="docutils literal notranslate"><span class="pre">SQLFilter.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLFilter.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLFilter.to_spec()</span></code></a></li>
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diff --git a/reference/transform/SQLGroupBy.html b/reference/transform/SQLGroupBy.html
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+    <li class="breadcrumb-item active" aria-current="page">SQLGroupBy  ...</li>
+  </ul>
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+</div>
+      
+    </div>
+  
+  
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+</div>
+              
+              
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+                <article class="bd-article">
+                  
+  <section id="sqlgroupby-type-sql-group-by">
+<h1>SQLGroupBy  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_group_by</span><a class="headerlink" href="#sqlgroupby-type-sql-group-by" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLGroupBy">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLGroupBy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aggregates</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLGroupBy" title="Link to this definition">#</a></dt>
+<dd><p>Performs a Group-By and aggregation</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">aggregates</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">mapping of Aggregate Functions to use to which column to use them on</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">by</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Columns to Group by</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLGroupBy.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLGroupBy.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLGroupBy.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLGroupBy.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLGroupBy.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLGroupBy.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLGroupBy.apply"><code class="docutils literal notranslate"><span class="pre">SQLGroupBy.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLGroupBy.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLGroupBy.to_spec()</span></code></a></li>
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diff --git a/reference/transform/SQLLimit.html b/reference/transform/SQLLimit.html
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+    <li class="breadcrumb-item active" aria-current="page">SQLLimit  <s...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
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+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="sqllimit-type-sql-limit">
+<h1>SQLLimit  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_limit</span><a class="headerlink" href="#sqllimit-type-sql-limit" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLLimit">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLLimit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLLimit" title="Link to this definition">#</a></dt>
+<dd><p>Performs a LIMIT SQL operation on the query</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
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+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">limit</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">1000</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">Limit on the number of rows to return</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLLimit.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLLimit.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLLimit.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLLimit.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLLimit.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLLimit.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLLimit"><code class="docutils literal notranslate"><span class="pre">SQLLimit</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLLimit.apply"><code class="docutils literal notranslate"><span class="pre">SQLLimit.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLLimit.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLLimit.to_spec()</span></code></a></li>
+</ul>
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+  </button>
+`);
+</script></div>
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+    aria-label="Icon Links">
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+            <span class="sr-only">Discourse</span></a>
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+</ul></div>
+        
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+    
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+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">SQLMinMax  <...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="sqlminmax-type-sql-minmax">
+<h1>SQLMinMax  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_minmax</span><a class="headerlink" href="#sqlminmax-type-sql-minmax" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLMinMax">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLMinMax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLMinMax" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Columns to return min/max values for.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLMinMax.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLMinMax.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_in</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLMinMax.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLMinMax.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLMinMax.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLMinMax.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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diff --git a/reference/transform/SQLOverride.html b/reference/transform/SQLOverride.html
new file mode 100644
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+    <li class="breadcrumb-item active" aria-current="page">SQLOverride ...</li>
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+  <section id="sqloverride-type-none">
+<h1>SQLOverride  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span><a class="headerlink" href="#sqloverride-type-none" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLOverride">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.sql.</span></span><span class="sig-name descname"><span class="pre">SQLOverride</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">override</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLOverride" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">override</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLOverride.apply">
+<span class="sig-prename descclassname"><span class="pre">SQLOverride.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sql_expr</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.sql.SQLOverride.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given an SQL statement, manipulate it, and return a new SQL statement.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>sql_in</strong> (<em>string</em>) – The initial SQL query to be manipulated.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>New SQL query derived from the above query.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>string</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.sql.SQLOverride.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SQLOverride.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.sql.SQLOverride.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLOverride.apply"><code class="docutils literal notranslate"><span class="pre">SQLOverride.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.sql.SQLOverride.to_spec"><code class="docutils literal notranslate"><span class="pre">SQLOverride.to_spec()</span></code></a></li>
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+    aria-label="Icon Links">
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
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+    
+    <li class="breadcrumb-item breadcrumb-home">
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+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Sample  <spa...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="sample-type-sample">
+<h1>Sample  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sample</span><a class="headerlink" href="#sample-type-sample" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sample">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Sample</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frac</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">replace</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Sample" title="Link to this definition">#</a></dt>
+<dd><p><cite>Sample</cite> returns a random sample of items.</p>
+<p><cite>df.sample(n=&lt;n&gt;, frac=&lt;frac&gt;, replace=&lt;replace&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">frac</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Number</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: (0, 1)<br><span style="vertical-align: bottom;">Fraction of axis items to return.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">n</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: None<br><span style="vertical-align: bottom;">Number of items to return.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">replace</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Sample with or without replacement.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sample.apply">
+<span class="sig-prename descclassname"><span class="pre">Sample.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Sample.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sample.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Sample.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Sample.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
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+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
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+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Sample"><code class="docutils literal notranslate"><span class="pre">Sample</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Sample.apply"><code class="docutils literal notranslate"><span class="pre">Sample.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Sample.to_spec"><code class="docutils literal notranslate"><span class="pre">Sample.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/transform/Sample.md.txt">
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diff --git a/reference/transform/SetIndex.html b/reference/transform/SetIndex.html
new file mode 100644
index 00000000..83b429f8
--- /dev/null
+++ b/reference/transform/SetIndex.html
@@ -0,0 +1,680 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
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+            
+    <title>SetIndex type: set_index &#8212; Lumen 1.5.4 documentation</title>
+  
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+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
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+
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+        
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+        
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+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
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+    Home
+  </a>
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
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+  </a>
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+    Reference
+  </a>
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+    Background
+  </a>
+</li>
+
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+</nav></div>
+          
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+      <div class="sidebar-header-items__end">
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+
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+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
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+    
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+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">SetIndex  <s...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="setindex-type-set-index">
+<h1>SetIndex  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: set_index</span><a class="headerlink" href="#setindex-type-set-index" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.SetIndex">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">SetIndex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">append</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">keys</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verify_integrity</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.SetIndex" title="Link to this definition">#</a></dt>
+<dd><p><cite>SetIndex</cite> promotes DataFrame columns to indexes, see <cite>pandas.DataFrame.set_index</cite>.</p>
+<p><cite>df.set_index(&lt;keys&gt;, drop=&lt;drop&gt;, append=&lt;append&gt;, verify_integrity=&lt;verify_integrity&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">append</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to append columns to existing index.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">drop</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Delete columns to be used as the new index.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">keys</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span> <span class="pre">|</span> <span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">This parameter can be either a single column key or a listcontaining column keys.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">verify_integrity</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Check the new index for duplicates. Otherwise defer the checkuntil necessary. Setting to False will improve the performanceof this method.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.SetIndex.apply">
+<span class="sig-prename descclassname"><span class="pre">SetIndex.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.SetIndex.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.SetIndex.to_spec">
+<span class="sig-prename descclassname"><span class="pre">SetIndex.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.SetIndex.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.SetIndex.apply"><code class="docutils literal notranslate"><span class="pre">SetIndex.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.SetIndex.to_spec"><code class="docutils literal notranslate"><span class="pre">SetIndex.to_spec()</span></code></a></li>
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+                <article class="bd-article">
+                  
+  <section id="sort-type-sort">
+<h1>Sort  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sort</span><a class="headerlink" href="#sort-type-sort" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sort">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Sort</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ascending</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Sort" title="Link to this definition">#</a></dt>
+<dd><p><cite>Sort</cite> on one or more columns, see <cite>pandas.DataFrame.sort_values</cite>.</p>
+<p><cite>df.sort_values(&lt;by&gt;, ascending=&lt;ascending&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">ascending</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span> <span class="pre">|</span> <span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Sort ascending vs. descending. Specify list for multiple sortorders. If this is a list of bools, must match the length ofthe by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">by</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">Columns or indexes to sort by.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sort.apply">
+<span class="sig-prename descclassname"><span class="pre">Sort.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Sort.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sort.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Sort.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Sort.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
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+            <span class="sr-only">Discourse</span></a>
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+</ul></div>
+        
+      </div>
+    
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+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Stack  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="stack-type-stack">
+<h1>Stack  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: stack</span><a class="headerlink" href="#stack-type-stack" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Stack">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Stack</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dropna</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Stack" title="Link to this definition">#</a></dt>
+<dd><p><cite>Stack</cite> applies <cite>pandas.DataFrame.stack</cite> to the declared <cite>level</cite>.</p>
+<p><cite>df.stack(&lt;level&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">dropna</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to drop rows in the resulting Frame/Series with missing values.Stacking a column level onto the index axis can create combinations ofindex and column values that are missing from the originaldataframe.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">-1</span></code><br><span style="vertical-align: bottom;">The indexes to stack.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Stack.apply">
+<span class="sig-prename descclassname"><span class="pre">Stack.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Stack.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Stack.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Stack.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Stack.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Stack"><code class="docutils literal notranslate"><span class="pre">Stack</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Stack.apply"><code class="docutils literal notranslate"><span class="pre">Stack.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Stack.to_spec"><code class="docutils literal notranslate"><span class="pre">Stack.to_spec()</span></code></a></li>
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+    <li class="breadcrumb-item active" aria-current="page">Sum  <span...</li>
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+      
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+              
+              
+              
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+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="sum-type-sum">
+<h1>Sum  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sum</span><a class="headerlink" href="#sum-type-sum" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sum">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Sum</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">axis</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Sum" title="Link to this definition">#</a></dt>
+<dd><p>Sums numeric values in each column of the DataFrame and returns a
+new DataFrame with a single row containing the sum for each
+original column, see <cite>pandas.DataFrame.sum</cite>.</p>
+<p>df.count(axis=&lt;axis&gt;, level=&lt;level&gt;).to_frame().T</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">axis</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">0</span></code><br><span style="vertical-align: bottom;">The axis to rename. 0 or ‘index’, 1 or ‘columns’</span></p>
+</div>
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+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The indexes to stack.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sum.apply">
+<span class="sig-prename descclassname"><span class="pre">Sum.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Sum.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Sum.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Sum.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Sum.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Sum.apply"><code class="docutils literal notranslate"><span class="pre">Sum.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Sum.to_spec"><code class="docutils literal notranslate"><span class="pre">Sum.to_spec()</span></code></a></li>
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+            <span class="sr-only">Discourse</span></a>
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+</ul></div>
+        
+      </div>
+    
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+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
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+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
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+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Unstack  <sp...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="unstack-type-unstack">
+<h1>Unstack  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: unstack</span><a class="headerlink" href="#unstack-type-unstack" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Unstack">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Unstack</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fill_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Unstack" title="Link to this definition">#</a></dt>
+<dd><p><cite>Unstack</cite> applies <cite>pandas.DataFrame.unstack</cite> to the declared <cite>level</cite>.</p>
+<p><cite>df.unstack(&lt;level&gt;)</cite></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">fill_value</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">str</span> <span class="pre">|</span> <span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Replace NaN with this value if the unstack produces missing values.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">level</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">|</span> <span class="pre">list</span> <span class="pre">|</span> <span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">-1</span></code><br><span style="vertical-align: bottom;">The indexes to unstack.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Unstack.apply">
+<span class="sig-prename descclassname"><span class="pre">Unstack.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Unstack.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Unstack.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Unstack.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Unstack.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Unstack.apply"><code class="docutils literal notranslate"><span class="pre">Unstack.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Unstack.to_spec"><code class="docutils literal notranslate"><span class="pre">Unstack.to_spec()</span></code></a></li>
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Transform</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="transform">
+<h1>Transform<a class="headerlink" href="#transform" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.Transform">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">Transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.Transform" title="Link to this definition">#</a></dt>
+<dd><p><cite>Transform</cite> components implement transforms of <cite>DataFrame</cite> objects.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">controls</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Parameters that should be exposed as widgets in the UI.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Transform'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Transform.apply">
+<span class="sig-prename descclassname"><span class="pre">Transform.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.Transform.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.Transform.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Transform.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.Transform.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="types">
+<h2>Types<a class="headerlink" href="#types" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Filter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Filter</span></code> transform implement the filtering behavior of <code class="docutils literal notranslate"><span class="pre">Filter</span></code> components.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Filter.html"><span>Filter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+HistoryTransform    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: history</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">HistoryTransform</span></code> accumulates a history of the queried data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="HistoryTransform.html"><span>HistoryTransform.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Aggregate    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: aggregate</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Aggregate</span></code> one or more columns or indexes, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.groupby</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Aggregate.html"><span>Aggregate.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Sort    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sort</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Sort</span></code> on one or more columns, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.sort_values</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Sort.html"><span>Sort.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Query    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: query</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Query</span></code> applies the <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.query</span></code> method.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Query.html"><span>Query.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Columns    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: columns</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Columns</span></code> selects a subset of columns.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Columns.html"><span>Columns.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Astype    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: as_type</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Astype</span></code> transforms the type of one or more columns.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Astype.html"><span>Astype.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Stack    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: stack</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Stack</span></code> applies <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.stack</span></code> to the declared <code class="docutils literal notranslate"><span class="pre">level</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Stack.html"><span>Stack.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Unstack    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: unstack</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Unstack</span></code> applies <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.unstack</span></code> to the declared <code class="docutils literal notranslate"><span class="pre">level</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Unstack.html"><span>Unstack.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Iloc    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: iloc</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Iloc</span></code> allows selecting the data with integer indexing, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.iloc</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Iloc.html"><span>Iloc.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Sample    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sample</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Sample</span></code> returns a random sample of items.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Sample.html"><span>Sample.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Compute    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: compute</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Compute</span></code> turns a <code class="docutils literal notranslate"><span class="pre">dask.dataframe.DataFrame</span></code> into a <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Compute.html"><span>Compute.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Pivot    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: pivot</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Pivot</span></code> applies <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.pivot</span></code> given an index, columns, and values.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Pivot.html"><span>Pivot.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+PivotTable    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">PivotTable</span></code> applies pandas.pivot_table` to the data.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="PivotTable.html"><span>PivotTable.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Melt    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: melt</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Melt</span></code> applies the <code class="docutils literal notranslate"><span class="pre">pandas.melt</span></code> operation given the <code class="docutils literal notranslate"><span class="pre">id_vars</span></code> and <code class="docutils literal notranslate"><span class="pre">value_vars</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Melt.html"><span>Melt.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SetIndex    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: set_index</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">SetIndex</span></code> promotes DataFrame columns to indexes, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.set_index</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SetIndex.html"><span>SetIndex.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+ResetIndex    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: reset_index</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">ResetIndex</span></code> resets DataFrame indexes to columns or drops them, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.reset_index</span></code></p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="ResetIndex.html"><span>ResetIndex.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Rename    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rename</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Rename</span></code> renames columns or indexes, see <code class="docutils literal notranslate"><span class="pre">pandas.DataFrame.rename</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Rename.html"><span>Rename.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+RenameAxis    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: rename_axis</span></div>
+<p class="sd-card-text">Set the name of the axis for the index or columns,</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="RenameAxis.html"><span>RenameAxis.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Count    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: count</span></div>
+<p class="sd-card-text">Counts non-nan values in each column of the DataFrame and returns</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Count.html"><span>Count.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Sum    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sum</span></div>
+<p class="sd-card-text">Sums numeric values in each column of the DataFrame and returns a</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Sum.html"><span>Sum.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Eval    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: eval</span></div>
+<p class="sd-card-text">Applies an eval assignment expression to a DataFrame. The</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Eval.html"><span>Eval.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DropNA    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: dropna</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DropNA</span></code> drops rows with any missing values.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="DropNA.html"><span>DropNA.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Corr    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: corr</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Corr</span></code> computes pairwise correlation of columns, excluding NA/null values.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Corr.html"><span>Corr.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+project_lnglat    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: project_lnglat</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">project_lnglat</span></code> projects the given longitude/latitude columns to Web Mercator.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="project_lnglat.html"><span>project_lnglat.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLGroupBy    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_group_by</span></div>
+<p class="sd-card-text">Performs a Group-By and aggregation</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLGroupBy.html"><span>SQLGroupBy.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLLimit    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_limit</span></div>
+<p class="sd-card-text">Performs a LIMIT SQL operation on the query</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLLimit.html"><span>SQLLimit.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLDistinct    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_distinct</span></div>
+<p class="sd-card-text">SQLDistinct Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLDistinct.html"><span>SQLDistinct.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLCount    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_count</span></div>
+<p class="sd-card-text">SQLCount Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLCount.html"><span>SQLCount.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLMinMax    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_minmax</span></div>
+<p class="sd-card-text">SQLMinMax Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLMinMax.html"><span>SQLMinMax.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLColumns    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_columns</span></div>
+<p class="sd-card-text">SQLColumns Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLColumns.html"><span>SQLColumns.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLFilter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: sql_filter</span></div>
+<p class="sd-card-text">Translates Lumen Filter query into a SQL WHERE statement.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLFilter.html"><span>SQLFilter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+SQLOverride    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: None</span></div>
+<p class="sd-card-text">SQLOverride Transform</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="SQLOverride.html"><span>SQLOverride.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Transform"><code class="docutils literal notranslate"><span class="pre">Transform</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Transform.apply"><code class="docutils literal notranslate"><span class="pre">Transform.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.Transform.to_spec"><code class="docutils literal notranslate"><span class="pre">Transform.to_spec()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#types">Types</a></li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/transform/index.md.txt">
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+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.transforms.base.project_lnglat">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.transforms.base.</span></span><span class="sig-name descname"><span class="pre">project_lnglat</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">latitude</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">longitude</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.transforms.base.project_lnglat" title="Link to this definition">#</a></dt>
+<dd><p><cite>project_lnglat</cite> projects the given longitude/latitude columns to Web Mercator.</p>
+<p>Converts latitude and longitude values into WGS84 (Web Mercator)
+coordinates (meters East of Greenwich and meters North of the
+Equator).</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">latitude</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'longitude'</span></code><br><span style="vertical-align: bottom;">Latitude column</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">longitude</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'longitude'</span></code><br><span style="vertical-align: bottom;">Longitude column</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.project_lnglat.apply">
+<span class="sig-prename descclassname"><span class="pre">project_lnglat.</span></span><span class="sig-name descname"><span class="pre">apply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">DataFrame</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#lumen.transforms.base.project_lnglat.apply" title="Link to this definition">#</a></dt>
+<dd><p>Given a table transform it in some way and return it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>table</strong> (<em>DataFrame</em>) – The queried table as a DataFrame.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A DataFrame containing the transformed data.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.transforms.base.project_lnglat.to_spec">
+<span class="sig-prename descclassname"><span class="pre">project_lnglat.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.transforms.base.project_lnglat.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.project_lnglat"><code class="docutils literal notranslate"><span class="pre">project_lnglat</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.project_lnglat.apply"><code class="docutils literal notranslate"><span class="pre">project_lnglat.apply()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.transforms.base.project_lnglat.to_spec"><code class="docutils literal notranslate"><span class="pre">project_lnglat.to_spec()</span></code></a></li>
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+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
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+    <li class="breadcrumb-item active" aria-current="page">Constant  <s...</li>
+  </ul>
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+      
+    </div>
+  
+  
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+              
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+                  
+  <section id="constant-type-constant">
+<h1>Constant  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: constant</span><a class="headerlink" href="#constant-type-constant" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.Constant">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">Constant</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Constant" title="Link to this definition">#</a></dt>
+<dd><p><cite>Constant</cite> declares a constant value that can be referenced.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Constant.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">Constant.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.Constant.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Constant.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Constant.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.Constant.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
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+              
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Constant"><code class="docutils literal notranslate"><span class="pre">Constant</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Constant.as_materialized"><code class="docutils literal notranslate"><span class="pre">Constant.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Constant.to_spec"><code class="docutils literal notranslate"><span class="pre">Constant.to_spec()</span></code></a></li>
+</ul>
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+</ul>
+  </nav></div>
+
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+
+  <div class="tocsection sourcelink">
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+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Cookie  <spa...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="cookie-type-cookie">
+<h1>Cookie  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: cookie</span><a class="headerlink" href="#cookie-type-cookie" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.Cookie">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">Cookie</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Cookie" title="Link to this definition">#</a></dt>
+<dd><p><cite>Cookie</cite> variables reflect the value of a cookie in the request.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">key</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The cookie to observe.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Cookie.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">Cookie.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.Cookie.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Cookie.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Cookie.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.Cookie.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Cookie"><code class="docutils literal notranslate"><span class="pre">Cookie</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Cookie.as_materialized"><code class="docutils literal notranslate"><span class="pre">Cookie.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Cookie.to_spec"><code class="docutils literal notranslate"><span class="pre">Cookie.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/variable/Cookie.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
+  
+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/reference/variable/EnvVariable.html b/reference/variable/EnvVariable.html
new file mode 100644
index 00000000..327c170e
--- /dev/null
+++ b/reference/variable/EnvVariable.html
@@ -0,0 +1,643 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>EnvVariable type: env &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
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+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+    Getting Started
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
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+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
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+          
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+          
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+          
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
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+  
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+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
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+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
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+    <div class="bd-container__inner bd-page-width">
+      
+      
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+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
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+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">EnvVariable ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="envvariable-type-env">
+<h1>EnvVariable  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: env</span><a class="headerlink" href="#envvariable-type-env" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.EnvVariable">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">EnvVariable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.EnvVariable" title="Link to this definition">#</a></dt>
+<dd><p><cite>EnvVariable</cite> fetches an environment variable that can be referenced.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">key</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The name of the environment variable to observe.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.EnvVariable.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">EnvVariable.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.EnvVariable.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.EnvVariable.to_spec">
+<span class="sig-prename descclassname"><span class="pre">EnvVariable.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.EnvVariable.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.EnvVariable"><code class="docutils literal notranslate"><span class="pre">EnvVariable</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.EnvVariable.as_materialized"><code class="docutils literal notranslate"><span class="pre">EnvVariable.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.EnvVariable.to_spec"><code class="docutils literal notranslate"><span class="pre">EnvVariable.to_spec()</span></code></a></li>
+</ul>
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+    <li class="breadcrumb-item active" aria-current="page">Header  <spa...</li>
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+      
+    </div>
+  
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+</div>
+              
+              
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+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="header-type-header">
+<h1>Header  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: header</span><a class="headerlink" href="#header-type-header" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.Header">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">Header</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Header" title="Link to this definition">#</a></dt>
+<dd><p><cite>Header</cite> variables reflect the value of a request header.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">key</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The request header to observe.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Header.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">Header.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.Header.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Header.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Header.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.Header.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Header"><code class="docutils literal notranslate"><span class="pre">Header</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Header.as_materialized"><code class="docutils literal notranslate"><span class="pre">Header.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Header.to_spec"><code class="docutils literal notranslate"><span class="pre">Header.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
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+
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+    <a href="../../_sources/reference/variable/Header.md.txt">
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diff --git a/reference/variable/Parameter.html b/reference/variable/Parameter.html
new file mode 100644
index 00000000..5a7e82fd
--- /dev/null
+++ b/reference/variable/Parameter.html
@@ -0,0 +1,643 @@
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+    <li class="breadcrumb-item active" aria-current="page">Parameter  <...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="parameter-type-param">
+<h1>Parameter  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: param</span><a class="headerlink" href="#parameter-type-param" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.Parameter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">Parameter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parameter</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Parameter" title="Link to this definition">#</a></dt>
+<dd><p><cite>Parameter</cite> variables reflect the current value of a parameter.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">parameter</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">param.Parameter</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A parameter instance whose current value will be reflectedon this variable.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Parameter.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">Parameter.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.Parameter.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Parameter.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Parameter.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.Parameter.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Parameter"><code class="docutils literal notranslate"><span class="pre">Parameter</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Parameter.as_materialized"><code class="docutils literal notranslate"><span class="pre">Parameter.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Parameter.to_spec"><code class="docutils literal notranslate"><span class="pre">Parameter.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
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+
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diff --git a/reference/variable/URLQuery.html b/reference/variable/URLQuery.html
new file mode 100644
index 00000000..83b98bd2
--- /dev/null
+++ b/reference/variable/URLQuery.html
@@ -0,0 +1,643 @@
+
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+
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/katex.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/debugger.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/swipe.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgetbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/alerts.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_steps.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgets.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_step.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridspec.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/regular_table.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/markdown.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/progress.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/booleanstatus.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_message.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/json.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/select.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">URLQuery  <s...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="urlquery-type-url">
+<h1>URLQuery  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: url</span><a class="headerlink" href="#urlquery-type-url" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.URLQuery">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">URLQuery</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.URLQuery" title="Link to this definition">#</a></dt>
+<dd><p><cite>URLQuery</cite> variables reflect the value of a URL query parameter.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">key</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The URL query parameter to observe.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.URLQuery.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">URLQuery.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.URLQuery.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.URLQuery.to_spec">
+<span class="sig-prename descclassname"><span class="pre">URLQuery.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.URLQuery.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
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diff --git a/reference/variable/UserInfo.html b/reference/variable/UserInfo.html
new file mode 100644
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+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">UserInfo  <s...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="userinfo-type-user">
+<h1>UserInfo  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: user</span><a class="headerlink" href="#userinfo-type-user" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.UserInfo">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">UserInfo</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.UserInfo" title="Link to this definition">#</a></dt>
+<dd><p><cite>UserInfo</cite> variables reflect a value in the user info returned by an OAuth provider.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">key</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The key in the OAuth pn.state.user_info dictionary to observe.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.UserInfo.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">UserInfo.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.UserInfo.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.UserInfo.to_spec">
+<span class="sig-prename descclassname"><span class="pre">UserInfo.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.UserInfo.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.UserInfo"><code class="docutils literal notranslate"><span class="pre">UserInfo</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.UserInfo.as_materialized"><code class="docutils literal notranslate"><span class="pre">UserInfo.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.UserInfo.to_spec"><code class="docutils literal notranslate"><span class="pre">UserInfo.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/variable/UserInfo.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
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diff --git a/reference/variable/Widget.html b/reference/variable/Widget.html
new file mode 100644
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+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
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+        <i class="fa-solid fa-home"></i>
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+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Widget  <spa...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="widget-type-widget">
+<h1>Widget  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: widget</span><a class="headerlink" href="#widget-type-widget" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.Widget">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">Widget</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kind</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">throttled</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Widget" title="Link to this definition">#</a></dt>
+<dd><p><cite>Widget</cite> variables dynamically reflect the current widget value.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kind</span>   <span class="sd-sphinx-override sd-badge sd-bg-warning sd-bg-text-warning">required</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The type of widget to instantiate.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">throttled</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">If the widget has a value_throttled parameter use that instead,ensuring that no intermediate events are generated, e.g. whendragging a slider.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Widget.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">Widget.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.Widget.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Widget.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Widget.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Widget.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Widget"><code class="docutils literal notranslate"><span class="pre">Widget</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Widget.as_materialized"><code class="docutils literal notranslate"><span class="pre">Widget.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Widget.to_spec"><code class="docutils literal notranslate"><span class="pre">Widget.to_spec()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
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+
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+    <a href="../../_sources/reference/variable/Widget.md.txt">
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Variable</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="variable">
+<h1>Variable<a class="headerlink" href="#variable" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.variables.base.Variable">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.variables.base.</span></span><span class="sig-name descname"><span class="pre">Variable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materialize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">required</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">secure</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.variables.base.Variable" title="Link to this definition">#</a></dt>
+<dd><p><cite>Variable</cite> components declare values that can be referenced from other components.</p>
+<p>The source of the <cite>Variable</cite> value can be anything from an
+environment variable to a widget or URL parameter. <cite>Variable</cite>
+components allow a concise way to configure other components and
+make it possible to orchestrate actions across multiple
+components.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">default</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Default value to use if no other value is defined</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">label</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Optional label override for variable. Used wherever the variableshows up in the UI.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">materialize</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the variable should be inlined as a constant variable(in the Lumen Builder).</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'Variable'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">required</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the variable should be treated as required.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">secure</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether the variable should be treated as secure.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">value</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The materialized value of the variable.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Variable.as_materialized">
+<span class="sig-prename descclassname"><span class="pre">Variable.</span></span><span class="sig-name descname"><span class="pre">as_materialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="Constant.html#lumen.variables.base.Constant" title="lumen.variables.base.Constant"><span class="pre">Constant</span></a></span></span><a class="headerlink" href="#lumen.variables.base.Variable.as_materialized" title="Link to this definition">#</a></dt>
+<dd><p>If the variable is to be materialized by the builder this
+implements the conversion from a variable that references
+some external value to a materialized value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.variables.base.Variable.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Variable.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.variables.base.Variable.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>Resolved and instantiated Component object</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="types">
+<h2>Types<a class="headerlink" href="#types" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Constant    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: constant</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Constant</span></code> declares a constant value that can be referenced.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Constant.html"><span>Constant.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+EnvVariable    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: env</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">EnvVariable</span></code> fetches an environment variable that can be referenced.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="EnvVariable.html"><span>EnvVariable.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Widget    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: widget</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Widget</span></code> variables dynamically reflect the current widget value.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Widget.html"><span>Widget.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Parameter    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: param</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Parameter</span></code> variables reflect the current value of a parameter.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Parameter.html"><span>Parameter.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+URLQuery    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: url</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">URLQuery</span></code> variables reflect the value of a URL query parameter.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="URLQuery.html"><span>URLQuery.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Cookie    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: cookie</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Cookie</span></code> variables reflect the value of a cookie in the request.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Cookie.html"><span>Cookie.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+UserInfo    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: user</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">UserInfo</span></code> variables reflect a value in the user info returned by an OAuth provider.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="UserInfo.html"><span>UserInfo.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Header    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: header</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Header</span></code> variables reflect the value of a request header.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Header.html"><span>Header.html</span></a></div>
+</div>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Variable.as_materialized"><code class="docutils literal notranslate"><span class="pre">Variable.as_materialized()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.variables.base.Variable.to_spec"><code class="docutils literal notranslate"><span class="pre">Variable.to_spec()</span></code></a></li>
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+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
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+ document.write(`
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+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
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+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
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+`);
+</script></div>
+      
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+    aria-label="Icon Links">
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+            <span class="sr-only">GitHub</span></a>
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+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
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+  </div>
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+    <div class="navbar-persistent--mobile">
+
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+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
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+    <div class="bd-container__inner bd-page-width">
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+        
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+    
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+      <div class="sidebar-header-items__center">
+        
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+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
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+    Home
+  </a>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
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+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">AltairView  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="altairview-type-altair">
+<h1>AltairView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: altair</span><a class="headerlink" href="#altairview-type-altair" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">AltairView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">chart</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">encode</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mark</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">marker</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">properties</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.AltairView" title="Link to this definition">#</a></dt>
+<dd><p><cite>AltairView</cite> provides a declarative way to render Altair charts.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">chart</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">Keyword argument for Chart.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">encode</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">Keyword arguments for encode.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">mark</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">Keyword arguments for mark.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">marker</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'line'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'area'</span> <span class="pre">|</span> <span class="pre">'bar'</span> <span class="pre">|</span> <span class="pre">'boxplot'</span> <span class="pre">|</span> <span class="pre">'circle'</span> <span class="pre">|</span> <span class="pre">'errorband'</span> <span class="pre">|</span> <span class="pre">'errorbar'</span> <span class="pre">|</span> <span class="pre">'geoshape'</span> <span class="pre">|</span> <span class="pre">'image'</span> <span class="pre">|</span> <span class="pre">'line'</span> <span class="pre">|</span> <span class="pre">'point'</span> <span class="pre">|</span> <span class="pre">'rect'</span> <span class="pre">|</span> <span class="pre">'rule'</span> <span class="pre">|</span> <span class="pre">'square'</span> <span class="pre">|</span> <span class="pre">'text'</span> <span class="pre">|</span> <span class="pre">'tick'</span> <span class="pre">|</span> <span class="pre">'trail'</span></code></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">project</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Keyword arguments for project.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">properties</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Keyword arguments for properties.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">transform</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Keyword arguments for transforms, nested by the type oftransform, e.g. {‘bin’: {‘as_’: ‘binned’, ‘field’: ‘x’}}.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">x</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column to render on the x-axis.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">y</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column to render on the y-axis.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.get_data">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.AltairView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Vega</span></span></span><a class="headerlink" href="#lumen.views.base.AltairView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.get_value">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.AltairView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.servable">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.AltairView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.show">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.AltairView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.AltairView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.AltairView.update">
+<span class="sig-prename descclassname"><span class="pre">AltairView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.AltairView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
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+                <footer class="prev-next-footer d-print-none">
+                  
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView"><code class="docutils literal notranslate"><span class="pre">AltairView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.get_data"><code class="docutils literal notranslate"><span class="pre">AltairView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.get_panel"><code class="docutils literal notranslate"><span class="pre">AltairView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.get_value"><code class="docutils literal notranslate"><span class="pre">AltairView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.servable"><code class="docutils literal notranslate"><span class="pre">AltairView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.show"><code class="docutils literal notranslate"><span class="pre">AltairView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.to_spec"><code class="docutils literal notranslate"><span class="pre">AltairView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.AltairView.update"><code class="docutils literal notranslate"><span class="pre">AltairView.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
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+
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+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
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+      action="../../search.html"
+      method="get">
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+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
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+         autocapitalize="off"
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
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+    
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+</a></div>
+    
+  </div>
+  
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+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+    Home
+  </a>
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+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">DownloadView...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="downloadview-type-download">
+<h1>DownloadView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: download</span><a class="headerlink" href="#downloadview-type-download" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">DownloadView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">format</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">icon</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kwargs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.DownloadView" title="Link to this definition">#</a></dt>
+<dd><p><cite>DownloadView</cite> renders a button that allows downloading data as CSV, Excel, and parquet files.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">filename</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'data'</span></code><br><span style="vertical-align: bottom;">Filename of the downloaded file.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">format</span>   <span class="sd-sphinx-override sd-badge sd-bg-warning sd-bg-text-warning">required</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'csv'</span> <span class="pre">|</span> <span class="pre">'xlsx'</span> <span class="pre">|</span> <span class="pre">'json'</span> <span class="pre">|</span> <span class="pre">'parquet'</span></code><br><span style="vertical-align: bottom;">The format to download the data in.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">icon</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'file-spreadsheet'</span></code><br><span style="vertical-align: bottom;">Icon to show on the button.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kwargs</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">Keyword arguments passed to the serialization function, e.g.data.to_csv(file_obj, **kwargs).</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.get_data">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.DownloadView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">FileDownload</span></span></span><a class="headerlink" href="#lumen.views.base.DownloadView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.get_value">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.DownloadView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.servable">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.DownloadView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.show">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.DownloadView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.DownloadView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.DownloadView.update">
+<span class="sig-prename descclassname"><span class="pre">DownloadView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.DownloadView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
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+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
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+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView"><code class="docutils literal notranslate"><span class="pre">DownloadView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.get_data"><code class="docutils literal notranslate"><span class="pre">DownloadView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.get_panel"><code class="docutils literal notranslate"><span class="pre">DownloadView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.get_value"><code class="docutils literal notranslate"><span class="pre">DownloadView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.servable"><code class="docutils literal notranslate"><span class="pre">DownloadView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.show"><code class="docutils literal notranslate"><span class="pre">DownloadView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.to_spec"><code class="docutils literal notranslate"><span class="pre">DownloadView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.DownloadView.update"><code class="docutils literal notranslate"><span class="pre">DownloadView.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/view/DownloadView.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
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+
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+
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+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
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+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
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+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
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+  
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+    
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+  
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+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
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+    Home
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">IndicatorVie...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="indicatorview-type-indicator">
+<h1>IndicatorView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: indicator</span><a class="headerlink" href="#indicatorview-type-indicator" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">IndicatorView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.IndicatorView" title="Link to this definition">#</a></dt>
+<dd><p><cite>IndicatorView</cite> renders the latest field value as a Panel <cite>Indicator</cite>.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">indicator</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">panel.widgets.Trend</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">panel.widgets.Trend</span> <span class="pre">|</span> <span class="pre">panel.widgets.Tqdm</span> <span class="pre">|</span> <span class="pre">panel.widgets.BooleanStatus</span> <span class="pre">|</span> <span class="pre">panel.widgets.LoadingSpinner</span> <span class="pre">|</span> <span class="pre">panel.widgets.Progress</span> <span class="pre">|</span> <span class="pre">panel.widgets.Number</span> <span class="pre">|</span> <span class="pre">panel.widgets.indicators.String</span> <span class="pre">|</span> <span class="pre">panel.widgets.Gauge</span> <span class="pre">|</span> <span class="pre">panel.widgets.Dial</span> <span class="pre">|</span> <span class="pre">panel.widgets.LinearGauge</span></code><br><span style="vertical-align: bottom;">The name of the panel Indicator type.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">label</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">''</span></code><br><span style="vertical-align: bottom;">A custom label to use for the Indicator.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.get_data">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.IndicatorView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.IndicatorView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.get_value">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.IndicatorView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.servable">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.IndicatorView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.show">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.IndicatorView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.IndicatorView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.IndicatorView.update">
+<span class="sig-prename descclassname"><span class="pre">IndicatorView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.IndicatorView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
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+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
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+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView"><code class="docutils literal notranslate"><span class="pre">IndicatorView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.get_data"><code class="docutils literal notranslate"><span class="pre">IndicatorView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.get_panel"><code class="docutils literal notranslate"><span class="pre">IndicatorView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.get_value"><code class="docutils literal notranslate"><span class="pre">IndicatorView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.servable"><code class="docutils literal notranslate"><span class="pre">IndicatorView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.show"><code class="docutils literal notranslate"><span class="pre">IndicatorView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.to_spec"><code class="docutils literal notranslate"><span class="pre">IndicatorView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.IndicatorView.update"><code class="docutils literal notranslate"><span class="pre">IndicatorView.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
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+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/view/IndicatorView.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
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+++ b/reference/view/Panel.html
@@ -0,0 +1,799 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
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+            
+    <title>Panel type: panel &#8212; Lumen 1.5.4 documentation</title>
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+  <link href="../../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
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+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_steps.css" type="text/css" />
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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/editable_slider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loading.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_copy_icon.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/button.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/player.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridstack.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/layout.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/loadingspinner.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
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+  <script src="../../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../../_static/copybutton.js?v=f281be69"></script>
+    <script src="../../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../../genindex.html" />
+    <link rel="search" title="Search" href="../../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Panel  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="panel-type-panel">
+<h1>Panel  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: panel</span><a class="headerlink" href="#panel-type-panel" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.Panel">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">Panel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Panel" title="Link to this definition">#</a></dt>
+<dd><p><cite>Panel</cite> views provide a way to declaratively wrap a Panel component.</p>
+<p>The <cite>Panel</cite> View is a very general purpose view that allows
+expressing arbitrary Panel objects as a specification. The Panel
+specification may be arbitrarily nested making it possible to
+specify entire layouts.  Additionally the Panel specification also
+supports references, including standard source and variable
+references and a custom <cite>$data</cite> reference that inserts the current
+data of the <cite>View</cite>.</p>
+<p><a href="#id1"><span class="problematic" id="id2">``</span></a>`
+type: panel</p>
+<blockquote>
+<div><dl>
+<dt>spec:</dt><dd><p>type: panel.layout.Column
+objects:</p>
+<blockquote>
+<div><ul class="simple">
+<li><p>type: pn.pane.Markdown
+object: ‘# My custom title’</p></li>
+<li><p>type: pn.pane.DataFrame
+object: $data</p></li>
+</ul>
+</div></blockquote>
+</dd>
+</dl>
+</div></blockquote>
+<p><a href="#id3"><span class="problematic" id="id4">``</span></a><a href="#id5"><span class="problematic" id="id6">`</span></a></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">spec</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.get_data">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Panel.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.get_panel">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Panel.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.get_value">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Panel.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.servable">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.Panel.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.show">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.Panel.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.Panel.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Panel.update">
+<span class="sig-prename descclassname"><span class="pre">Panel.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Panel.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel"><code class="docutils literal notranslate"><span class="pre">Panel</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.get_data"><code class="docutils literal notranslate"><span class="pre">Panel.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.get_panel"><code class="docutils literal notranslate"><span class="pre">Panel.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.get_value"><code class="docutils literal notranslate"><span class="pre">Panel.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.servable"><code class="docutils literal notranslate"><span class="pre">Panel.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.show"><code class="docutils literal notranslate"><span class="pre">Panel.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.to_spec"><code class="docutils literal notranslate"><span class="pre">Panel.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Panel.update"><code class="docutils literal notranslate"><span class="pre">Panel.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/view/Panel.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
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diff --git a/reference/view/PerspectiveView.html b/reference/view/PerspectiveView.html
new file mode 100644
index 00000000..a1993486
--- /dev/null
+++ b/reference/view/PerspectiveView.html
@@ -0,0 +1,856 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>PerspectiveView type: perspective &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
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+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
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+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">PerspectiveV...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="perspectiveview-type-perspective">
+<h1>PerspectiveView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: perspective</span><a class="headerlink" href="#perspectiveview-type-perspective" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">PerspectiveView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aggregates</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column_pivots</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">computed_columns</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">filters</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">plugin</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">row_pivots</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selectable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sort</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">theme</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.PerspectiveView" title="Link to this definition">#</a></dt>
+<dd><p><cite>PerspectiveView</cite> renders data into a Perspective widget.</p>
+<p>See <a class="reference external" href="https://panel.holoviz.org/reference/panes/Perspective.html">https://panel.holoviz.org/reference/panes/Perspective.html</a> for more details.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">aggregates</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">How to aggregate. For example {x: “distinct count”}</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">column_pivots</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">A list of source columns to pivot by. For example [“x”, “y”]</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">A list of source columns to show as columns. For example [“x”, “y”]</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">computed_columns</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">A list of computed columns. For example [“”x”+”index””]</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">filters</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">How to filter. For example [[“x”, “&lt;”, 3],[“y”, “contains”, “abc”]]</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">plugin</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'datagrid'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'hypergrid'</span> <span class="pre">|</span> <span class="pre">'datagrid'</span> <span class="pre">|</span> <span class="pre">'d3_y_bar'</span> <span class="pre">|</span> <span class="pre">'d3_x_bar'</span> <span class="pre">|</span> <span class="pre">'d3_xy_line'</span> <span class="pre">|</span> <span class="pre">'d3_y_line'</span> <span class="pre">|</span> <span class="pre">'d3_y_area'</span> <span class="pre">|</span> <span class="pre">'d3_y_scatter'</span> <span class="pre">|</span> <span class="pre">'d3_xy_scatter'</span> <span class="pre">|</span> <span class="pre">'d3_treemap'</span> <span class="pre">|</span> <span class="pre">'d3_sunburst'</span> <span class="pre">|</span> <span class="pre">'d3_heatmap'</span> <span class="pre">|</span> <span class="pre">'d3_candlestick'</span> <span class="pre">|</span> <span class="pre">'d3_ohlc'</span></code><br><span style="vertical-align: bottom;">The name of a plugin to display the data. For example hypergrid or d3_xy_scatter.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">row_pivots</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">A list of source columns to group by. For example [“x”, “y”]</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">selectable</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether items are selectable.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">sort</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">How to sort. For example[[“x”,”desc”]]</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">theme</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'material'</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'material'</span> <span class="pre">|</span> <span class="pre">'material-dark'</span> <span class="pre">|</span> <span class="pre">'monokai'</span> <span class="pre">|</span> <span class="pre">'solarized'</span> <span class="pre">|</span> <span class="pre">'solarized-dark'</span> <span class="pre">|</span> <span class="pre">'vaporwave'</span> <span class="pre">|</span> <span class="pre">'pro'</span> <span class="pre">|</span> <span class="pre">'pro-dark'</span></code><br><span style="vertical-align: bottom;">The style of the PerspectiveViewer. For example material-dark</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.get_data">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.PerspectiveView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Perspective</span></span></span><a class="headerlink" href="#lumen.views.base.PerspectiveView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.get_value">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.PerspectiveView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.servable">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.PerspectiveView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.show">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.PerspectiveView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.PerspectiveView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.PerspectiveView.update">
+<span class="sig-prename descclassname"><span class="pre">PerspectiveView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.PerspectiveView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
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+              
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView"><code class="docutils literal notranslate"><span class="pre">PerspectiveView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.get_data"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.get_panel"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.get_value"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.servable"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.show"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.to_spec"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.PerspectiveView.update"><code class="docutils literal notranslate"><span class="pre">PerspectiveView.update()</span></code></a></li>
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diff --git a/reference/view/StringView.html b/reference/view/StringView.html
new file mode 100644
index 00000000..219f4091
--- /dev/null
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
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+    <div class="bd-container__inner bd-page-width">
+      
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+        
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+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
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+            <span class="sr-only">Discourse</span></a>
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+        
+      </div>
+    
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+  
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+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">StringView  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="stringview-type-string">
+<h1>StringView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: string</span><a class="headerlink" href="#stringview-type-string" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.StringView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">StringView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">font_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.StringView" title="Link to this definition">#</a></dt>
+<dd><p><cite>StringView</cite> renders the latest value of the field as a HTML string.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">font_size</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'24pt'</span></code><br><span style="vertical-align: bottom;">The font size of the rendered field value.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.get_data">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.StringView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">HTML</span></span></span><a class="headerlink" href="#lumen.views.base.StringView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.get_value">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.StringView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.servable">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.StringView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.show">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.StringView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.StringView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.StringView.update">
+<span class="sig-prename descclassname"><span class="pre">StringView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.StringView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView"><code class="docutils literal notranslate"><span class="pre">StringView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.get_data"><code class="docutils literal notranslate"><span class="pre">StringView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.get_panel"><code class="docutils literal notranslate"><span class="pre">StringView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.get_value"><code class="docutils literal notranslate"><span class="pre">StringView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.servable"><code class="docutils literal notranslate"><span class="pre">StringView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.show"><code class="docutils literal notranslate"><span class="pre">StringView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.to_spec"><code class="docutils literal notranslate"><span class="pre">StringView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.StringView.update"><code class="docutils literal notranslate"><span class="pre">StringView.update()</span></code></a></li>
+</ul>
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+</ul>
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diff --git a/reference/view/Table.html b/reference/view/Table.html
new file mode 100644
index 00000000..8a2205e5
--- /dev/null
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Table  <span...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="table-type-table">
+<h1>Table  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: table</span><a class="headerlink" href="#table-type-table" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.Table">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">Table</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">page_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Table" title="Link to this definition">#</a></dt>
+<dd><p><cite>Table</cite> renders data using the powerful Panel <cite>Tabulator</cite> component.</p>
+<p>See <a class="reference external" href="https://panel.holoviz.org/reference/widgets/Tabulator.html">https://panel.holoviz.org/reference/widgets/Tabulator.html</a></p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">page_size</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">20</span></code><br><strong>bounds</strong>: (1, None)<br><span style="vertical-align: bottom;">Number of rows to render per page, if pagination is enabled.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.get_data">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Table.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.get_panel">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Table.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.get_value">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Table.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.servable">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.Table.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.show">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.Table.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.to_spec">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.Table.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.Table.update">
+<span class="sig-prename descclassname"><span class="pre">Table.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.Table.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
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+            
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+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+<div
+    id="pst-page-navigation-heading-2"
+    class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> On this page
+  </div>
+  <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table"><code class="docutils literal notranslate"><span class="pre">Table</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.get_data"><code class="docutils literal notranslate"><span class="pre">Table.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.get_panel"><code class="docutils literal notranslate"><span class="pre">Table.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.get_value"><code class="docutils literal notranslate"><span class="pre">Table.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.servable"><code class="docutils literal notranslate"><span class="pre">Table.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.show"><code class="docutils literal notranslate"><span class="pre">Table.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.to_spec"><code class="docutils literal notranslate"><span class="pre">Table.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.Table.update"><code class="docutils literal notranslate"><span class="pre">Table.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/view/Table.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
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\ No newline at end of file
diff --git a/reference/view/VegaLiteView.html b/reference/view/VegaLiteView.html
new file mode 100644
index 00000000..9f9381ab
--- /dev/null
+++ b/reference/view/VegaLiteView.html
@@ -0,0 +1,774 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../../" data-theme="light">
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+
+            <link rel="manifest" href="../../site.webmanifest"/>
+            
+    <title>VegaLiteView type: vegalite &#8212; Lumen 1.5.4 documentation</title>
+  
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+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
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+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
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+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">VegaLiteView...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="vegaliteview-type-vegalite">
+<h1>VegaLiteView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: vegalite</span><a class="headerlink" href="#vegaliteview-type-vegalite" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">VegaLiteView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">spec</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.VegaLiteView" title="Link to this definition">#</a></dt>
+<dd><p><cite>VegaLite</cite> provides a declarative way to render vega-lite charts.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">spec</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.get_data">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.VegaLiteView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Vega</span></span></span><a class="headerlink" href="#lumen.views.base.VegaLiteView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.get_value">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.VegaLiteView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.servable">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.VegaLiteView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.show">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.VegaLiteView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.VegaLiteView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.VegaLiteView.update">
+<span class="sig-prename descclassname"><span class="pre">VegaLiteView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.VegaLiteView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.get_data"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.get_panel"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.get_value"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.servable"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.show"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.to_spec"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.VegaLiteView.update"><code class="docutils literal notranslate"><span class="pre">VegaLiteView.update()</span></code></a></li>
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diff --git a/reference/view/YdataProfilingView.html b/reference/view/YdataProfilingView.html
new file mode 100644
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+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">YdataProfili...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="ydataprofilingview-type-ydata-profiling">
+<h1>YdataProfilingView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: ydata_profiling</span><a class="headerlink" href="#ydataprofilingview-type-ydata-profiling" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">YdataProfilingView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.YdataProfilingView" title="Link to this definition">#</a></dt>
+<dd><p>A View that renders a ydata_profiling ProfileReport.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.get_data">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">HTML</span></span></span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.get_value">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.servable">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.show">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.YdataProfilingView.update">
+<span class="sig-prename descclassname"><span class="pre">YdataProfilingView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.YdataProfilingView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
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+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.get_data"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.get_panel"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.get_value"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.servable"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.show"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.to_spec"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.YdataProfilingView.update"><code class="docutils literal notranslate"><span class="pre">YdataProfilingView.update()</span></code></a></li>
+</ul>
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new file mode 100644
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
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+    </header>
+  
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+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
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+        
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+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../how_to/index.html">
+    How to
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../gallery/index.html">
+    Gallery
+  </a>
+</li>
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+  <a class="nav-link nav-internal" href="../index.html">
+    Reference
+  </a>
+</li>
+
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+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
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+            <span class="sr-only">Discourse</span></a>
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+        
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+    
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+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">hvOverlayVie...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="hvoverlayview-type-hv-overlay">
+<h1>hvOverlayView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hv_overlay</span><a class="headerlink" href="#hvoverlayview-type-hv-overlay" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">hvOverlayView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layers</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvOverlayView" title="Link to this definition">#</a></dt>
+<dd><p><cite>hvOverlayView</cite> allows overlaying a list of layers consisting of
+<cite>hvPlotView</cite> components.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">layers</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.get_data">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvOverlayView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvOverlayView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.get_value">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvOverlayView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.servable">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.hvOverlayView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.show">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.hvOverlayView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.hvOverlayView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvOverlayView.update">
+<span class="sig-prename descclassname"><span class="pre">hvOverlayView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvOverlayView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
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+              
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView"><code class="docutils literal notranslate"><span class="pre">hvOverlayView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.get_data"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.get_panel"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.get_value"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.servable"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.show"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.to_spec"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvOverlayView.update"><code class="docutils literal notranslate"><span class="pre">hvOverlayView.update()</span></code></a></li>
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diff --git a/reference/view/hvPlotUIView.html b/reference/view/hvPlotUIView.html
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,819 @@
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+    <li class="breadcrumb-item active" aria-current="page">hvPlotUIView...</li>
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+</nav>
+</div>
+      
+    </div>
+  
+  
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+</div>
+              
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+                <article class="bd-article">
+                  
+  <section id="hvplotuiview-type-hvplot-ui">
+<h1>hvPlotUIView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hvplot_ui</span><a class="headerlink" href="#hvplotuiview-type-hvplot-ui" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">hvPlotUIView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">geo</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">groupby</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kind</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotUIView" title="Link to this definition">#</a></dt>
+<dd><p><cite>hvPlotUIView</cite> displays provides a component for exploring datasets interactively.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">by</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column(s) to facet the plot by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">geo</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Toggle True if the plot is on a geographic map.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">groupby</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column(s) to group by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kind</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'area'</span> <span class="pre">|</span> <span class="pre">'bar'</span> <span class="pre">|</span> <span class="pre">'barh'</span> <span class="pre">|</span> <span class="pre">'bivariate'</span> <span class="pre">|</span> <span class="pre">'box'</span> <span class="pre">|</span> <span class="pre">'contour'</span> <span class="pre">|</span> <span class="pre">'contourf'</span> <span class="pre">|</span> <span class="pre">'errorbars'</span> <span class="pre">|</span> <span class="pre">'hist'</span> <span class="pre">|</span> <span class="pre">'image'</span> <span class="pre">|</span> <span class="pre">'kde'</span> <span class="pre">|</span> <span class="pre">'labels'</span> <span class="pre">|</span> <span class="pre">'line'</span> <span class="pre">|</span> <span class="pre">'scatter'</span> <span class="pre">|</span> <span class="pre">'heatmap'</span> <span class="pre">|</span> <span class="pre">'hexbin'</span> <span class="pre">|</span> <span class="pre">'ohlc'</span> <span class="pre">|</span> <span class="pre">'points'</span> <span class="pre">|</span> <span class="pre">'step'</span> <span class="pre">|</span> <span class="pre">'violin'</span></code><br><span style="vertical-align: bottom;">The kind of plot, e.g. ‘scatter’ or ‘line’.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">x</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column to render on the x-axis.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">y</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column to render on the y-axis.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.get_data">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.get_value">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.servable">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.show">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotUIView.update">
+<span class="sig-prename descclassname"><span class="pre">hvPlotUIView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotUIView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.get_data"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.get_panel"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.get_value"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.servable"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.show"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.to_spec"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotUIView.update"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
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diff --git a/reference/view/hvPlotView.html b/reference/view/hvPlotView.html
new file mode 100644
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+
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+<div class="header-article-items header-article__inner">
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+    <li class="breadcrumb-item active" aria-current="page">hvPlotView  ...</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="hvplotview-type-hvplot">
+<h1>hvPlotView  <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hvplot</span><a class="headerlink" href="#hvplotview-type-hvplot" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">hvPlotView</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">opts</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_expr</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">streaming</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">geo</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">groupby</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kind</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotView" title="Link to this definition">#</a></dt>
+<dd><p><cite>hvPlotView</cite> renders the queried data as a bokeh plot generated with hvPlot.</p>
+<p>hvPlot allows for a concise but powerful declaration of a plot via
+its simple API.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">by</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column(s) to facet the plot by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">geo</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Toggle True if the plot is on a geographic map.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">groupby</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column(s) to group by.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">kind</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: <code class="docutils literal notranslate"><span class="pre">'area'</span> <span class="pre">|</span> <span class="pre">'bar'</span> <span class="pre">|</span> <span class="pre">'barh'</span> <span class="pre">|</span> <span class="pre">'bivariate'</span> <span class="pre">|</span> <span class="pre">'box'</span> <span class="pre">|</span> <span class="pre">'contour'</span> <span class="pre">|</span> <span class="pre">'contourf'</span> <span class="pre">|</span> <span class="pre">'errorbars'</span> <span class="pre">|</span> <span class="pre">'hist'</span> <span class="pre">|</span> <span class="pre">'image'</span> <span class="pre">|</span> <span class="pre">'kde'</span> <span class="pre">|</span> <span class="pre">'labels'</span> <span class="pre">|</span> <span class="pre">'line'</span> <span class="pre">|</span> <span class="pre">'scatter'</span> <span class="pre">|</span> <span class="pre">'heatmap'</span> <span class="pre">|</span> <span class="pre">'hexbin'</span> <span class="pre">|</span> <span class="pre">'ohlc'</span> <span class="pre">|</span> <span class="pre">'points'</span> <span class="pre">|</span> <span class="pre">'step'</span> <span class="pre">|</span> <span class="pre">'violin'</span></code><br><span style="vertical-align: bottom;">The kind of plot, e.g. ‘scatter’ or ‘line’.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">operations</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Operations to apply to HoloViews plot.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">opts</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">dict</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">{}</span></code><br><span style="vertical-align: bottom;">HoloViews options to apply on the plot.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">selection_expr</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">A selection expression caputirng the current selection appliedon the plot.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">streaming</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">Whether to stream new data to the plot or rerender the plot.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">x</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column to render on the x-axis.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">y</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The column to render on the y-axis.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.get_data">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotView.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.get_panel">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotView.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.get_plot">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">get_plot</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotView.get_plot" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.get_value">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotView.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.servable">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.hvPlotView.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.show">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.hvPlotView.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.to_spec">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.hvPlotView.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.hvPlotView.update">
+<span class="sig-prename descclassname"><span class="pre">hvPlotView.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.hvPlotView.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
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+
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+    <i class="fa-solid fa-list"></i> On this page
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView"><code class="docutils literal notranslate"><span class="pre">hvPlotView</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.get_data"><code class="docutils literal notranslate"><span class="pre">hvPlotView.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.get_panel"><code class="docutils literal notranslate"><span class="pre">hvPlotView.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.get_plot"><code class="docutils literal notranslate"><span class="pre">hvPlotView.get_plot()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.get_value"><code class="docutils literal notranslate"><span class="pre">hvPlotView.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.servable"><code class="docutils literal notranslate"><span class="pre">hvPlotView.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.show"><code class="docutils literal notranslate"><span class="pre">hvPlotView.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.to_spec"><code class="docutils literal notranslate"><span class="pre">hvPlotView.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.hvPlotView.update"><code class="docutils literal notranslate"><span class="pre">hvPlotView.update()</span></code></a></li>
+</ul>
+</li>
+</ul>
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+    <a href="../../_sources/reference/view/hvPlotView.md.txt">
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@@ -0,0 +1,977 @@
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+<nav>
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+    Getting Started
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+  <a class="nav-link nav-internal" href="../../how_to/index.html">
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+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
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+          
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+          
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+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
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+          
+          
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+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">View</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="view">
+<h1>View<a class="headerlink" href="#view" title="Link to this heading">#</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="lumen.views.base.View">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">lumen.views.base.</span></span><span class="sig-name descname"><span class="pre">View</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">controls</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">download</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">field</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">limit</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loading_indicator</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pipeline</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rerender</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selection_group</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.View" title="Link to this definition">#</a></dt>
+<dd><p><cite>View</cite> components provide a visual representation for the data returned
+by a <code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.source.base.Source</span></code> or <a class="reference internal" href="../Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.pipeline.Pipeline</span></code></a>.</p>
+<p>The <cite>View</cite> must return a Panel object or an object that can be
+rendered by Panel. The base class provides methods which query the
+the provided <a class="reference internal" href="../Pipeline.html#lumen.pipeline.Pipeline" title="lumen.pipeline.Pipeline"><code class="xref py py-class docutils literal notranslate"><span class="pre">lumen.pipeline.Pipeline</span></code></a>.</p>
+<p>Subclasses should use these methods to query the data and return
+a Viewable Panel object in the <cite>get_panel</cite> method.</p>
+</dd></dl>
+
+<hr class="docutils" />
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-1 sd-row-cols-xs-1 sd-row-cols-sm-1 sd-row-cols-md-2 sd-row-cols-lg-2 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">controls</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">list</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">[]</span></code><br><span style="vertical-align: bottom;">Parameters that should be exposed as widgets in the UI.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">download</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.downloads.Download</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">Download()</span></code><br><span style="vertical-align: bottom;">The download objects determines whether and how the source tablescan be downloaded.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">field</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">Any</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>Possible values</strong>: ``<br><span style="vertical-align: bottom;">The field being visualized.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">limit</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">int</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><strong>bounds</strong>: (0, None)<br><span style="vertical-align: bottom;">Limits the number of rows that are rendered.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">loading_indicator</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">True</span></code><br><span style="vertical-align: bottom;">Whether to display a loading indicator on the View when thePipeline is refreshing the data.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">name</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">'View'</span></code><br><span style="vertical-align: bottom;">String identifier for this object.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">pipeline</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">lumen.Pipeline</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The data pipeline that drives the View.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">rerender</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">bool</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">False</span></code><br><span style="vertical-align: bottom;">An event that is triggered whenever the View requests a re-render.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">selection_group</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">Declares a selection group the plot is part of. This featurerequires the separate HoloViews library.</span></p>
+</div>
+</div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+<span style="font-size: 1.25em;"><span class="sd-sphinx-override sd-badge sd-bg-dark sd-bg-text-dark">title</span></span></div>
+<p class="sd-card-text"><strong>type</strong>: <code class="docutils literal notranslate"><span class="pre">str</span></code><br><strong>default</strong>: <code class="docutils literal notranslate"><span class="pre">None</span></code><br><span style="vertical-align: bottom;">The title of the view.</span></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</section>
+<hr class="docutils" />
+<section id="methods">
+<h2>Methods<a class="headerlink" href="#methods" title="Link to this heading">#</a></h2>
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.get_data">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.View.get_data" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the specified table applying any
+filters and transformations specified on the View. Unlike
+<cite>get_value</cite> this should be used when multiple return values
+are expected.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The queried table after filtering and transformations are
+applied.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>DataFrame</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.get_panel">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">get_panel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.View.get_panel" title="Link to this definition">#</a></dt>
+<dd><p>Constructs and returns a Panel object which will represent a
+view of the queried table.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>A Panel Viewable object representing a current
+representation of the queried table.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>panel.Viewable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.get_value">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">get_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">field</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.View.get_value" title="Link to this definition">#</a></dt>
+<dd><p>Queries the Source for the data associated with a particular
+field applying any filters and transformations specified on
+the View. Unlike <cite>get_data</cite> this method returns a single
+scalar value associated with the field and should therefore
+only be used if only a single.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>field</strong> (<em>str</em><em> (</em><em>optional</em><em>)</em>) – The field from the table to return; if None uses
+field defined on the View.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>A single scalar value representing the current value of
+the queried field.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>object</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.servable">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">servable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">area</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'main'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Viewable</span></span></span><a class="headerlink" href="#lumen.views.base.View.servable" title="Link to this definition">#</a></dt>
+<dd><p>Serves the object or adds it to the configured
+pn.state.template if in a <cite>panel serve</cite> context, writes to the
+DOM if in a pyodide context and returns the Panel object to
+allow it to display itself in a notebook context.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+<li><p><strong>area</strong> (<em>str</em><em> (</em><em>deprecated</em><em>)</em>) – The area of a template to add the component too. Only has an
+effect if pn.config.template has been set.</p></li>
+<li><p><strong>target</strong> (<em>str</em>) – Target area to write to. If a template has been configured
+on pn.config.template this refers to the target area in the
+template while in pyodide this refers to the ID of the DOM
+node to write to.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>The Panel object itself</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.show">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">show</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">address</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">websocket_origin</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">threaded</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">open</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Location'</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">threading.Thread</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'Server'</span></span></span></span><a class="headerlink" href="#lumen.views.base.View.show" title="Link to this definition">#</a></dt>
+<dd><p>Starts a Bokeh server and displays the Viewable in a new tab.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>title</strong> (<em>str</em><em> | </em><em>None</em>) – A string title to give the Document (if served as an app)</p></li>
+<li><p><strong>port</strong> (<em>int</em><em> (</em><em>optional</em><em>, </em><em>default=0</em><em>)</em>) – Allows specifying a specific port</p></li>
+<li><p><strong>address</strong> (<em>str</em>) – The address the server should listen on for HTTP requests.</p></li>
+<li><p><strong>websocket_origin</strong> (<em>str</em><em> or </em><em>list</em><em>(</em><em>str</em><em>) </em><em>(</em><em>optional</em><em>)</em>) – A list of hosts that can connect to the websocket.
+This is typically required when embedding a server app in
+an external web site.
+If None, “localhost” is used.</p></li>
+<li><p><strong>threaded</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=False</em><em>)</em>) – Whether to launch the Server on a separate thread, allowing
+interactive use.</p></li>
+<li><p><strong>verbose</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to print the address and port</p></li>
+<li><p><strong>open</strong> (<em>boolean</em><em> (</em><em>optional</em><em>, </em><em>default=True</em><em>)</em>) – Whether to open the server in a new browser tab</p></li>
+<li><p><strong>location</strong> (<em>boolean</em><em> or </em><em>panel.io.location.Location</em>) – Whether to create a Location component to observe and
+set the URL location.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>server</strong> – Returns the Bokeh server instance or the thread the server
+was launched on (if threaded=True)</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bokeh.server.Server or panel.io.server.StoppableThread</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.to_spec">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">to_spec</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">context</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#lumen.views.base.View.to_spec" title="Link to this definition">#</a></dt>
+<dd><p>Exports the full specification to reconstruct this component.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>context</strong> (<em>Dict</em><em>[</em><em>str</em><em>, </em><em>Any</em><em>]</em>) – Context contains the specification of all previously serialized components,
+e.g. to allow resolving of references.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p>Declarative specification of this component.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="lumen.views.base.View.update">
+<span class="sig-prename descclassname"><span class="pre">View.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">events</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Event</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">invalidate_cache</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#lumen.views.base.View.update" title="Link to this definition">#</a></dt>
+<dd><p>Triggers an update in the View.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>events</strong> (<em>tuple</em>) – param events that may trigger an update.</p></li>
+<li><p><strong>invalidate_cache</strong> (<em>bool</em>) – Whether to clear the View’s cache.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="types">
+<h2>Types<a class="headerlink" href="#types" title="Link to this heading">#</a></h2>
+<div class="sd-container-fluid sd-sphinx-override sd-m-0 docutils">
+<div class="sd-row sd-row-cols-2 sd-row-cols-xs-2 sd-row-cols-sm-2 sd-row-cols-md-3 sd-row-cols-lg-3 sd-g-3 sd-g-xs-3 sd-g-sm-3 sd-g-md-3 sd-g-lg-3 docutils">
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Panel    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: panel</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Panel</span></code> views provide a way to declaratively wrap a Panel component.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Panel.html"><span>Panel.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+StringView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: string</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">StringView</span></code> renders the latest value of the field as a HTML string.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="StringView.html"><span>StringView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+IndicatorView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: indicator</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">IndicatorView</span></code> renders the latest field value as a Panel <code class="docutils literal notranslate"><span class="pre">Indicator</span></code>.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="IndicatorView.html"><span>IndicatorView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+hvOverlayView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hv_overlay</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">hvOverlayView</span></code> allows overlaying a list of layers consisting of</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="hvOverlayView.html"><span>hvOverlayView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+Table    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: table</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">Table</span></code> renders data using the powerful Panel <code class="docutils literal notranslate"><span class="pre">Tabulator</span></code> component.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="Table.html"><span>Table.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+DownloadView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: download</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">DownloadView</span></code> renders a button that allows downloading data as CSV, Excel, and parquet files.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="DownloadView.html"><span>DownloadView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+PerspectiveView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: perspective</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">PerspectiveView</span></code> renders data into a Perspective widget.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="PerspectiveView.html"><span>PerspectiveView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+VegaLiteView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: vegalite</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">VegaLite</span></code> provides a declarative way to render vega-lite charts.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="VegaLiteView.html"><span>VegaLiteView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+AltairView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: altair</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">AltairView</span></code> provides a declarative way to render Altair charts.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="AltairView.html"><span>AltairView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+YdataProfilingView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: ydata_profiling</span></div>
+<p class="sd-card-text">A View that renders a ydata_profiling ProfileReport.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="YdataProfilingView.html"><span>YdataProfilingView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+hvPlotUIView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hvplot_ui</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">hvPlotUIView</span></code> displays provides a component for exploring datasets interactively.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="hvPlotUIView.html"><span>hvPlotUIView.html</span></a></div>
+</div>
+<div class="sd-col sd-d-flex-row docutils">
+<div class="sd-card sd-sphinx-override sd-w-100 sd-shadow-md sd-card-hover docutils">
+<div class="sd-card-body docutils">
+<div class="sd-card-title sd-font-weight-bold docutils">
+hvPlotView    <span class="sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary">type: hvplot</span></div>
+<p class="sd-card-text"><code class="docutils literal notranslate"><span class="pre">hvPlotView</span></code> renders the queried data as a bokeh plot generated with hvPlot.</p>
+</div>
+<a class="sd-stretched-link sd-hide-link-text reference external" href="hvPlotView.html"><span>hvPlotView.html</span></a></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
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+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
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+    id="pst-page-navigation-heading-2"
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+    <i class="fa-solid fa-list"></i> On this page
+  </div>
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+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View"><code class="docutils literal notranslate"><span class="pre">View</span></code></a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#parameters">Parameters</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#methods">Methods</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.get_data"><code class="docutils literal notranslate"><span class="pre">View.get_data()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.get_panel"><code class="docutils literal notranslate"><span class="pre">View.get_panel()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.get_value"><code class="docutils literal notranslate"><span class="pre">View.get_value()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.servable"><code class="docutils literal notranslate"><span class="pre">View.servable()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.show"><code class="docutils literal notranslate"><span class="pre">View.show()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.to_spec"><code class="docutils literal notranslate"><span class="pre">View.to_spec()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#lumen.views.base.View.update"><code class="docutils literal notranslate"><span class="pre">View.update()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#types">Types</a></li>
+</ul>
+  </nav></div>
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../../_sources/reference/view/index.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
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diff --git a/search.html b/search.html
new file mode 100644
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--- /dev/null
+++ b/search.html
@@ -0,0 +1,532 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="./" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><title>Search - Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
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+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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+      action="#"
+      method="get">
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+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="reference/index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+        
+      
+      <div class="bd-sidebar-primary bd-sidebar hide-on-wide">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="reference/index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none"></div>
+              
+              
+  <div class="bd-search-container">
+    <h1>Search</h1>
+    <noscript>
+      <div class="admonition error">
+        <p class="admonition-title">Error</p>
+        <p>Please activate JavaScript to enable the search functionality.</p>
+      </div>
+    </noscript>
+    
+<form class="bd-search d-flex align-items-center"
+      action="#"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form>
+    <div id="search-results"></div>
+  </div>
+  <script>
+    // Activate the search field on page load
+    let searchInput = document.querySelector("form.bd-search input");
+    if (searchInput) {
+        searchInput.focus();
+        searchInput.select();
+        console.log("[PST]: Set focus on search field.");
+    }
+  </script>
+
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
+  
+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/searchindex.js b/searchindex.js
new file mode 100644
index 00000000..8b987152
--- /dev/null
+++ b/searchindex.js
@@ -0,0 +1 @@
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"xl": 25, "xlong": 11, "xlsx": [25, 112], "y": [4, 5, 7, 8, 9, 10, 11, 12, 13, 15, 16, 18, 22, 32, 38, 42, 111, 115, 121, 122], "yaml": [17, 18, 20, 22, 23, 24, 25, 27, 31, 33, 35, 36, 38, 46, 55, 61, 125], "yaml_fil": 45, "yamlauthmapperplugin": [46, 55], "yaxi": [4, 5, 7, 11], "ydata_profil": [55, 123], "ydataprofilingview": [55, 123], "year": [12, 13, 18, 22, 29, 31, 32], "year_hist": 11, "yet": [12, 13], "ylat": 11, "yml": [23, 38, 124], "you": [2, 3, 12, 13, 15, 16, 18, 20, 22, 23, 24, 25, 27, 29, 31, 33, 35, 38, 39, 74, 75, 124, 125], "your": [3, 12, 13, 14, 15, 16, 18, 22, 25, 27, 31, 33, 35, 36, 38, 39, 125], "zonal": 16}, "titles": ["Background", "Lumen in Python", "Pipeline Branching", "Lumen compared to other dashboarding tools", "Transport for London: Bike Point Occupancy", "Earthquakes", "Gallery", "NYC Taxi", "Penguins", "Precipitation", "Seattle Weather", "Windturbines", "<svg version=\"1.1\" width=\"2.0em\" height=\"2.0em\" class=\"sd-octicon sd-octicon-tools sd-mr-1\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M7.875 2.292a.114.114 0 0 0-.032.018A7.239 7.239 0 0 0 4.75 8.25a7.248 7.248 0 0 0 3.654 6.297c.57.327.982.955.941 1.682v.002l-.317 6.058a.75.75 0 1 1-1.498-.078l.317-6.062v-.004c.006-.09-.047-.215-.188-.296A8.749 8.749 0 0 1 3.25 8.25a8.738 8.738 0 0 1 3.732-7.169 1.547 1.547 0 0 1 1.709-.064c.484.292.809.835.809 1.46v4.714a.25.25 0 0 0 .119.213l2.25 1.385c.08.05.182.05.262 0l2.25-1.385a.25.25 0 0 0 .119-.213V2.478c0-.626.325-1.169.81-1.461a1.547 1.547 0 0 1 1.708.064 8.741 8.741 0 0 1 3.732 7.17 8.747 8.747 0 0 1-4.41 7.598c-.14.081-.193.206-.188.296v.004l.318 6.062a.75.75 0 1 1-1.498.078l-.317-6.058v-.002c-.041-.727.37-1.355.94-1.682A7.247 7.247 0 0 0 19.25 8.25a7.239 7.239 0 0 0-3.093-5.94.114.114 0 0 0-.032-.018l-.01-.001c-.003 0-.014 0-.031.01-.036.022-.084.079-.084.177V7.19c0 .608-.315 1.172-.833 1.49l-2.25 1.385a1.75 1.75 0 0 1-1.834 0l-2.25-1.384A1.752 1.752 0 0 1 8 7.192V2.477c0-.098-.048-.155-.084-.176a.068.068 0 0 0-.031-.011l-.01.001Z\"></path></svg> Build a dashboard", "<svg version=\"1.1\" width=\"2.0em\" height=\"2.0em\" class=\"sd-octicon sd-octicon-mortar-board sd-mr-1\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M12.292 2.06v-.001l11.25 4.75a.749.749 0 0 1 0 1.382L19 10.108V15a.75.75 0 0 1-.11.391h-.001a2.84 2.84 0 0 1-.392.482c-.249.256-.625.58-1.163.896-1.08.638-2.776 1.23-5.334 1.23-.673 0-1.286-.041-1.846-.113a.75.75 0 0 1 .192-1.487c.492.063 1.042.1 1.654.1 2.317 0 3.746-.533 4.572-1.021.31-.178.596-.397.849-.65l.079-.085V10.74l-5.208 2.2a.75.75 0 0 1-.584 0L5.75 10.424v3.17c.502.129.96.391 1.327.758.579.578.923 1.41.923 2.428v4.5a.761.761 0 0 1-.345.634 2.157 2.157 0 0 1-.21.117 3.923 3.923 0 0 1-.52.213A6.121 6.121 0 0 1 5 22.532a6.092 6.092 0 0 1-1.925-.288 4.065 4.065 0 0 1-.52-.213 1.816 1.816 0 0 1-.22-.124.757.757 0 0 1-.335-.624v-4.5c0-1.02.344-1.85.923-2.43a2.904 2.904 0 0 1 1.327-.757V9.793L.458 8.19a.75.75 0 0 1 0-1.38l11.25-4.75a.75.75 0 0 1 .584 0ZM12 11.436 21.322 7.5 12 3.564 2.678 7.5ZM5 15c-.377 0-.745.141-1.017.413-.265.265-.483.7-.483 1.368v4.022c.299.105.797.228 1.5.228s1.201-.123 1.5-.228V16.78c0-.669-.218-1.103-.483-1.368A1.433 1.433 0 0 0 5 15Z\"></path></svg> Core Concepts", "Getting Started", "<svg version=\"1.1\" width=\"2.0em\" height=\"2.0em\" class=\"sd-octicon sd-octicon-desktop-download sd-mr-1\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M11.25 9.331V.75a.75.75 0 0 1 1.5 0v8.58l1.949-2.11A.75.75 0 1 1 15.8 8.237l-3.25 3.52a.75.75 0 0 1-1.102 0l-3.25-3.52A.75.75 0 1 1 9.3 7.22l1.949 2.111Z\"></path><path d=\"M2.5 3.75v11.5c0 .138.112.25.25.25h18.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25h-5.5a.75.75 0 0 1 0-1.5h5.5c.966 0 1.75.784 1.75 1.75v11.5A1.75 1.75 0 0 1 21.25 17h-6.204c.171 1.375.805 2.652 1.769 3.757A.752.752 0 0 1 16.25 22h-8.5a.75.75 0 0 1-.566-1.243c.965-1.105 1.599-2.382 1.77-3.757H2.75A1.75 1.75 0 0 1 1 15.25V3.75C1 2.784 1.784 2 2.75 2h5.5a.75.75 0 0 1 0 1.5h-5.5a.25.25 0 0 0-.25.25ZM10.463 17c-.126 1.266-.564 2.445-1.223 3.5h5.52c-.66-1.055-1.098-2.234-1.223-3.5Z\"></path></svg> Installation", "<svg version=\"1.1\" width=\"2.0em\" height=\"2.0em\" class=\"sd-octicon sd-octicon-zap sd-mr-1\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M15.716 1.329a1.341 1.341 0 0 1 2.109 1.55L15.147 9h4.161c1.623 0 2.372 2.016 1.143 3.075L8.102 22.721a1.148 1.148 0 0 1-1.81-1.317L8.996 15H4.674c-1.619 0-2.37-2.008-1.148-3.07l12.19-10.6Zm.452 1.595L4.51 13.061a.25.25 0 0 0 .164.439h5.45a.749.749 0 0 1 .692 1.041l-2.559 6.066 11.215-9.668a.25.25 0 0 0-.164-.439H14a.75.75 0 0 1-.687-1.05Z\"></path></svg> Exploring Data with Lumen AI", "Lumen\u2019s Architecture", "<svg version=\"1.1\" width=\"2.0em\" height=\"2.0em\" class=\"sd-octicon sd-octicon-git-commit sd-mr-1\" viewBox=\"0 0 24 24\" aria-hidden=\"true\"><path d=\"M16.944 11h4.306a.75.75 0 0 1 0 1.5h-4.306a5.001 5.001 0 0 1-9.888 0H2.75a.75.75 0 0 1 0-1.5h4.306a5.001 5.001 0 0 1 9.888 0Zm-1.444.75a3.5 3.5 0 1 0-7 0 3.5 3.5 0 0 0 7 0Z\"></path></svg> Building a data pipeline", "Configuring Authentication", "How to define callbacks", "Advanced Topics", "Access custom components", "How to use variables", "How to use cache", "How to access files", "Data Intake", "How to download data", "Data Output", "Branch a pipeline", "Data Processing", "Build a Pipeline in Python", "Building a dashboard in Python", "Deploy a dashboard", "Visualize and Deploy", "How to define views", "How to Guides", "Validation", "Validate the specification", "Welcome to Lumen!", "Config", "Defaults", "Layout", "Pipeline", "Auth", "YamlAuthMapperPlugin\u00a0\u00a0<span class=\"sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary\">type: yaml</span>", "Auth", "BinFilter\u00a0\u00a0<span class=\"sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary\">type: bins</span>", "ConstantFilter\u00a0\u00a0<span class=\"sd-sphinx-override sd-badge sd-bg-primary sd-bg-text-primary\">type: constant</span>", "DateFilter\u00a0\u00a0<span 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+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_reaction_icons.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/notifications.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/dataframe.css" type="text/css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
+<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
+  <script src="../_static/vendor/fontawesome/6.5.2/js/all.min.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+    <script src="../_static/documentation_options.js?v=1cd648e3"></script>
+    <script src="../_static/doctools.js?v=9bcbadda"></script>
+    <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="../_static/copybutton.js?v=f281be69"></script>
+    <script src="../_static/design-tabs.js?v=f930bc37"></script>
+    <script src="../_static/ServiceHandler.js"></script>
+    <link rel="icon" href="../_static/favicon.ico"/>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="en"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="light">
+
+  
+  
+  <div id="pst-skip-link" class="skip-link d-print-none"><a href="#main-content">Skip to main content</a></div>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>Back to top</button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-primary-sidebar-checkbox"/>
+  <label class="overlay overlay-primary" for="pst-primary-sidebar-checkbox"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          id="pst-secondary-sidebar-checkbox"/>
+  <label class="overlay overlay-secondary" for="pst-secondary-sidebar-checkbox"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="../search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search the docs ..."
+         aria-label="Search the docs ..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+
+  <div class="pst-async-banner-revealer d-none">
+  <aside id="bd-header-version-warning" class="d-none d-print-none" aria-label="Version warning"></aside>
+</div>
+
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar d-print-none">
+<div class="bd-header__inner bd-page-width">
+  <button class="pst-navbar-icon sidebar-toggle primary-toggle" aria-label="Site navigation">
+    <span class="fa-solid fa-bars"></span>
+  </button>
+  
+  
+  <div class="col-lg-3 navbar-header-items__start">
+    
+      <div class="navbar-item">
+
+  
+    
+  
+
+<a class="navbar-brand logo" href="../index.html">
+  
+  
+  
+  
+  
+    
+    
+    
+    <img src="../_static/logo_horizontal.png" class="logo__image only-light" alt="Lumen 1.5.4 documentation - Home"/>
+    <script>document.write(`<img src="../_static/logo_horizontal.png" class="logo__image only-dark" alt="Lumen 1.5.4 documentation - Home"/>`);</script>
+  
+  
+</a></div>
+    
+  </div>
+  
+  <div class="col-lg-9 navbar-header-items">
+    
+    <div class="me-auto navbar-header-items__center">
+      
+        <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../reference/index.html">
+    Reference
+  </a>
+</li>
+
+            <li class="nav-item dropdown">
+                <button class="btn dropdown-toggle nav-item" type="button" data-bs-toggle="dropdown" aria-expanded="false" aria-controls="pst-nav-more-links">
+                    More
+                </button>
+                <ul id="pst-nav-more-links" class="dropdown-menu">
+                    
+<li class=" ">
+  <a class="nav-link dropdown-item nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+                </ul>
+            </li>
+            
+  </ul>
+</nav></div>
+      
+    </div>
+    
+    
+    <div class="navbar-header-items__end">
+      
+        <div class="navbar-item navbar-persistent--container">
+          
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+        </div>
+      
+      
+        <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+      
+        <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+      
+    </div>
+    
+  </div>
+  
+  
+    <div class="navbar-persistent--mobile">
+
+ <script>
+ document.write(`
+   <button class="btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script>
+    </div>
+  
+
+  
+    <button class="pst-navbar-icon sidebar-toggle secondary-toggle" aria-label="On this page">
+      <span class="fa-solid fa-outdent"></span>
+    </button>
+  
+</div>
+
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+      <div class="sidebar-header-items__center">
+        
+          
+          
+            <div class="navbar-item">
+<nav>
+  <ul class="bd-navbar-elements navbar-nav">
+    
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../index.html">
+    Home
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../getting_started/index.html">
+    Getting Started
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../how_to/index.html">
+    How to
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../gallery/index.html">
+    Gallery
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../reference/index.html">
+    Reference
+  </a>
+</li>
+
+
+<li class="nav-item ">
+  <a class="nav-link nav-internal" href="../background/index.html">
+    Background
+  </a>
+</li>
+
+  </ul>
+</nav></div>
+          
+        
+      </div>
+    
+    
+    
+      <div class="sidebar-header-items__end">
+        
+          <div class="navbar-item">
+
+<script>
+document.write(`
+  <button class="btn btn-sm nav-link pst-navbar-icon theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="theme-switch fa-solid fa-sun fa-lg" data-mode="light"></i>
+    <i class="theme-switch fa-solid fa-moon fa-lg" data-mode="dark"></i>
+    <i class="theme-switch fa-solid fa-circle-half-stroke fa-lg" data-mode="auto"></i>
+  </button>
+`);
+</script></div>
+        
+          <div class="navbar-item"><ul class="navbar-icon-links"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/holoviz/lumen" title="GitHub" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fa-brands fa-square-github fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://discourse.holoviz.org/c/lumen/14" title="Discourse" class="nav-link pst-navbar-icon" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><i class="fab fa-discourse fa-lg" aria-hidden="true"></i>
+            <span class="sr-only">Discourse</span></a>
+        </li>
+</ul></div>
+        
+      </div>
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+<nav class="bd-docs-nav bd-links"
+     aria-label="Section Navigation">
+  <p class="bd-links__title" role="heading" aria-level="1">Section Navigation</p>
+  <div class="bd-toc-item navbar-nav"></div>
+</nav></div>
+    </div>
+  
+  
+  <div class="sidebar-primary-items__end sidebar-primary__section">
+  </div>
+  
+  <div id="rtd-footer-container"></div>
+
+
+      </div>
+      
+      <main id="main-content" class="bd-main" role="main">
+        
+        
+          <div class="bd-content">
+            <div class="bd-article-container">
+              
+              <div class="bd-header-article d-print-none">
+<div class="header-article-items header-article__inner">
+  
+    <div class="header-article-items__start">
+      
+        <div class="header-article-item">
+
+
+
+<nav aria-label="Breadcrumb" class="d-print-none">
+  <ul class="bd-breadcrumbs">
+    
+    <li class="breadcrumb-item breadcrumb-home">
+      <a href="../index.html" class="nav-link" aria-label="Home">
+        <i class="fa-solid fa-home"></i>
+      </a>
+    </li>
+    <li class="breadcrumb-item active" aria-current="page">Configuration</li>
+  </ul>
+</nav>
+</div>
+      
+    </div>
+  
+  
+</div>
+</div>
+              
+              
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="configuration">
+<h1>Configuration<a class="headerlink" href="#configuration" title="Link to this heading">#</a></h1>
+<p>Configuring the Lumen Builder UI is quite straightforward. In the directory where you will be launching the <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">builder</span></code> from create a <code class="docutils literal notranslate"><span class="pre">components</span></code> directory with the following structure.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>.
+│   config.yml
+│───components
+│  │───dashboards
+│  │      example.yml
+│  │      example.png
+│  │      ...
+│  │───launchers
+│  │      launcher.yml
+│  │      ...
+│  │───sources
+│  │      source.yml
+│  │      source.png
+│  │      ...
+│  │───variables
+│  │      vars.yml
+│  │      ...
+│  │───views
+│  │      view.yml
+│  │      view.png
+│  │      ...
+</pre></div>
+</div>
+<div class="success admonition">
+<p class="admonition-title">Note</p>
+<p>The first time you launch <code class="docutils literal notranslate"><span class="pre">lumen</span> <span class="pre">builder</span></code> in a directory it will set up this directory for you.</p>
+</div>
+</section>
+
+
+                </article>
+              
+              
+              
+              
+              
+                <footer class="prev-next-footer d-print-none">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
+              
+                <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
+
+
+  <div class="sidebar-secondary-item">
+
+  <div class="tocsection sourcelink">
+    <a href="../_sources/ui/configuration.md.txt">
+      <i class="fa-solid fa-file-lines"></i> Show Source
+    </a>
+  </div>
+</div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+          </footer>
+        
+      </main>
+    </div>
+  </div>
+  
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b"></script>
+<script src="../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b"></script>
+
+  <footer class="bd-footer">
+<div class="bd-footer__inner bd-page-width">
+  
+    <div class="footer-items__start">
+      
+        <div class="footer-item">
+
+  <p class="copyright">
+    
+      © Copyright 2020-2024, HoloViz Developers.
+      <br/>
+    
+  </p>
+</div>
+      
+        <div class="footer-item">
+
+  <p class="sphinx-version">
+    Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.1.3.
+    <br/>
+  </p>
+</div>
+      
+    </div>
+  
+  
+  
+    <div class="footer-items__end">
+      
+        <div class="footer-item">
+<p class="theme-version">
+  Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.15.4.
+</p></div>
+      
+    </div>
+  
+</div>
+
+  </footer>
+  </body>
+</html>
\ No newline at end of file
diff --git a/ui/index.html b/ui/index.html
new file mode 100644
index 00000000..f45c49a6
--- /dev/null
+++ b/ui/index.html
@@ -0,0 +1,730 @@
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="../" data-theme="light">
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+            <link rel="manifest" href="../site.webmanifest"/>
+            
+    <title>UI &#8212; Lumen 1.5.4 documentation</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "light";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../_static/styles/theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/bootstrap.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+<link href="../_static/styles/pydata-sphinx-theme.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+
+  
+  <link href="../_static/vendor/fontawesome/6.5.2/css/all.min.css?digest=dfe6caa3a7d634c4db9b" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../_static/vendor/fontawesome/6.5.2/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+    <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="../_static/custom.css?v=aacd715d" />
+    <link rel="stylesheet" type="text/css" href="../_static/dataframe.css?v=302d74fa" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/pyscript.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/divider.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/floatpanel.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_interface.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_feed.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/katex.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/debugger.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/swipe.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgetbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/alerts.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/gridbox.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_steps.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/widgets.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/chat_step.css" type="text/css" />
+    <link rel="stylesheet" href="https://cdn.holoviz.org/panel/1.5.4/dist/css/listpanel.css" type="text/css" />
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+    <li class="breadcrumb-item active" aria-current="page">UI</li>
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+              
+              
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+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section id="ui">
+<h1>UI<a class="headerlink" href="#ui" title="Link to this heading">#</a></h1>
+<p>The Builder UI for Lumen makes it possible to build entire dashboards using a visual UI. The Builder is highly configurable and can be pre-populated with existing dashboards and pre-defined components, making it easy to edit or assemble a new dashboard using data sources, views, filters and variables that have already been set up.</p>
+<section id="launching-the-builder-ui">
+<h2>Launching the Builder UI<a class="headerlink" href="#launching-the-builder-ui" title="Link to this heading">#</a></h2>
+<p>To launch into the builder UI you simply run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>lumen<span class="w"> </span>builder
+</pre></div>
+</div>
+<p>in the directory where you have placed your <a class="reference internal" href="configuration.html"><span class="std std-doc">configuration</span></a>.</p>
+</section>
+<section id="step-by-step">
+<h2>Step-by-step<a class="headerlink" href="#step-by-step" title="Link to this heading">#</a></h2>
+<p>This step-by-step guide will take you through the process of building a dashboard with the Builder UI.</p>
+<section id="dashboard-gallery">
+<h3>Dashboard Gallery<a class="headerlink" href="#dashboard-gallery" title="Link to this heading">#</a></h3>
+<p>When you open up the Builder the first thing you will be greeted with is the dashboard gallery. This will allow you to either pick an existing dashboard template that you want to modify OR start by creating a completely new dashboard.</p>
+<figure class="align-default" id="id1">
+<img alt="fishy" src="../_images/dashboard_gallery.png" />
+<figcaption>
+<p><span class="caption-text">The Dashboard gallery provides an overview of pre-defined dashboards and the ability to start with a new completely new template.</span><a class="headerlink" href="#id1" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>Once you have selected either an existing dashboard or decided to create on from scratch you are launched into the builder pipeline.</p>
+</section>
+<section id="config-editor">
+<h3>Config Editor<a class="headerlink" href="#config-editor" title="Link to this heading">#</a></h3>
+<p>The Config editor lets you control high-level configuration options for your new dashboard such as the title, logo, template and theme.</p>
+<figure class="align-default" id="id2">
+<img alt="" src="../_images/config_editor.png" />
+<figcaption>
+<p><span class="caption-text">The Config editor includes a number of fields such as the title, logo, template and theme for your new dashboard.</span><a class="headerlink" href="#id2" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<div class="success admonition">
+<p class="admonition-title">Tip</p>
+<p>If you are unsure what a particular configuration option or parameter does try hovering over the widget to see additional explanation.</p>
+</div>
+</section>
+<section id="variable-editor">
+<h3>Variable Editor<a class="headerlink" href="#variable-editor" title="Link to this heading">#</a></h3>
+<p>The <code class="docutils literal notranslate"><span class="pre">Variable</span></code> editor is the first step that lets you declare actual components for your dashboard. Declaring components for your dashboard usually follows the same steps, either select pre-configured components or declare the type and name of a new component and then use the widget forms that are created to configure the new component. Variable definitions are useful to set up all kinds of dynamic behaviors in your dashboards, whether it is simply to fetch credentials of your data sources from an environment variable or to declare widgets that will let you dynamically control updates to various other components.</p>
+<figure class="align-default" id="id3">
+<img alt="The Variable editor allows selecting, adding and removing" src="../_images/variable_editor.png" />
+<figcaption>
+<p><span class="caption-text">The Variable editor allows selecting, adding and removing variables definitions from your dashboard.</span><a class="headerlink" href="#id3" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<div class="success admonition">
+<p class="admonition-title">Tip</p>
+<p>Throughout the Builder UI pre-configured sources can easily be added to your dashboard simply by enabling the toggle at the top-right of each gallery item.</p>
+</div>
+</section>
+<section id="source-editor">
+<h3>Source Editor<a class="headerlink" href="#source-editor" title="Link to this heading">#</a></h3>
+<p>The <code class="docutils literal notranslate"><span class="pre">Source</span></code> editor is an important step towards building your dashboard as it will declare all the data sources for your dashboard. You will have the choice to pick between pre-configured sources that have been defined on your Builder deployment or define your own source.</p>
+<figure class="align-default" id="id4">
+<img alt="The Source Editor display a gallery to add pre-configured sources or define a new source to be added to the dashboard." src="../_images/source_editor.png" />
+<figcaption>
+<p><span class="caption-text">The Source Editor display a gallery to add pre-configured sources or define a new source to be added to the dashboard.</span><a class="headerlink" href="#id4" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>When editing a <code class="docutils literal notranslate"><span class="pre">Source</span></code> or defining a new one a modal will pop up that lets you define the parameters of the <code class="docutils literal notranslate"><span class="pre">Source</span></code> and preview the various tables returned by the source.</p>
+<figure class="align-default" id="source-example">
+<img alt="A preview of a `FileSource` that points to a CSV file of penguins.csv containing information about individual penguins collected by Palmer et al." src="../_images/source_example.png" />
+<figcaption>
+<p><span class="caption-text">A preview of a <code class="docutils literal notranslate"><span class="pre">FileSource</span></code> that points to a CSV file of penguins.csv containing information about individual penguins collected by Palmer et al.</span><a class="headerlink" href="#source-example" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+</section>
+<section id="view-editor">
+<h3>View Editor<a class="headerlink" href="#view-editor" title="Link to this heading">#</a></h3>
+<p>Once you have defined your data sources it is time to declare some views to add to your dashboard. The <code class="docutils literal notranslate"><span class="pre">View</span></code> editor (much like the <code class="docutils literal notranslate"><span class="pre">Source</span> <span class="pre">and</span> </code>Variable` editors before it) will let you either select existing pre-configured views or declare entirely new views.</p>
+<figure class="align-default" id="id5">
+<img alt="The View Editor display a gallery to add pre-configured views or define a new view to be added to the dashboard." src="../_images/view_editor.png" />
+<figcaption>
+<p><span class="caption-text">The View Editor display a gallery to add pre-configured views or define a new views to be added to the dashboard.</span><a class="headerlink" href="#id5" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>When adding a new <code class="docutils literal notranslate"><span class="pre">View</span></code> or editing an existing one the familiar modal will pop up. One you have selected the <code class="docutils literal notranslate"><span class="pre">Source</span></code> and table that you want to create a <code class="docutils literal notranslate"><span class="pre">View</span></code> from, select the type of view you want to create, give it a name and then use the editor that opens to configure the parameters of your view. As an example, below we have created an <code class="docutils literal notranslate"><span class="pre">hvPlotView</span></code> using the hvPlot Explorer UI:</p>
+<figure class="align-default" id="view-example">
+<img alt="An example of declaring a new `hvPlotView` built using the hvPlot Explorer UI." src="../_images/view_example.png" />
+<figcaption>
+<p><span class="caption-text">An example of declaring a new <code class="docutils literal notranslate"><span class="pre">hvPlotView</span></code> built using the hvPlot Explorer UI.</span><a class="headerlink" href="#view-example" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+</section>
+<section id="layout-editor">
+<h3>Layout Editor<a class="headerlink" href="#layout-editor" title="Link to this heading">#</a></h3>
+<p>The Layout editor allows configured one or more layout groups to be added to your dashboard.</p>
+<figure class="align-default" id="id6">
+<img alt="An example of declaring a new `hvPlotView` built using the hvPlot Explorer UI." src="../_images/view_example.png" />
+<figcaption>
+<p><span class="caption-text">In the layout editor you can add new layout groups or toggle existing layout groups to be included or not.</span><a class="headerlink" href="#id6" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>When adding a new layout group a modal will pop up that will allow you to define a name for you new layout group and then select which views to include and how they should be arranged.</p>
+<figure class="align-default" id="layout-example">
+<img alt="Configuring a layout group containing two plots." src="../_images/layout_example.png" />
+<figcaption>
+<p><span class="caption-text">Configuring a layout group containing two plots visualizing the penguins dataset.</span><a class="headerlink" href="#layout-example" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+</section>
+<section id="launcher">
+<h3>Launcher<a class="headerlink" href="#launcher" title="Link to this heading">#</a></h3>
+<p>The launcher page is the final step in your journey towards declaring a dashboard. Depending on how your Lumen Builder deployment has been configured this will offer a number of options for either downloading the dashboard YAML specification, previewing it locally or deploying it.</p>
+<figure class="align-default" id="launcher-gallery">
+<img alt="The Launcher page display a list of deployment options. Here we see the option to either preview the dashboard locally or down the YAML specification." src="../_images/launcher.png" />
+<figcaption>
+<p><span class="caption-text">The Launcher page display a list of deployment options. Here we see the option to either preview the dashboard locally or down the YAML specification.</span><a class="headerlink" href="#launcher-gallery" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>If we select the YAML launcher it will take us to a page that previews the YAML specification and offers a button to download it.</p>
+<figure class="align-default" id="yaml-launcher">
+<img alt="The YAML launcher component display a preview of the dashboard specification and allows you to download it." src="../_images/yaml_launcher.png" />
+<figcaption>
+<p><span class="caption-text">The YAML launcher component display a preview of the dashboard specification and allows you to download it.</span><a class="headerlink" href="#yaml-launcher" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
+<p>If we instead decide to preview it (and the Lumen Builder is running locally) it will pop up a new browser tab with a preview of the application we just built:</p>
+<figure class="align-default" id="id7">
+<img alt="A preview of the dashboard that we built in this step-by-step guide." src="../_images/builder_dashboard.png" />
+<figcaption>
+<p><span class="caption-text">A preview of the dashboard that we built in this step-by-step guide.</span><a class="headerlink" href="#id7" title="Link to this image">#</a></p>
+</figcaption>
+</figure>
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