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Posted to commits@sedona.apache.org by gi...@apache.org on 2026/02/09 22:35:09 UTC

(sedona-db) branch asf-site updated: Deployed e7dc8a2 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3

This is an automated email from the ASF dual-hosted git repository.

github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/sedona-db.git


The following commit(s) were added to refs/heads/asf-site by this push:
     new 597a1fda Deployed e7dc8a2 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3
597a1fda is described below

commit 597a1fda342464720735f380c758eff87cbd2c3b
Author: GitHub Actions <ac...@github.com>
AuthorDate: Mon Feb 9 22:35:04 2026 +0000

    Deployed e7dc8a2 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3
---
 latest-snapshot/404.html                           | 560 ++++++++++++--------
 latest-snapshot/contributors-guide/index.html      | 573 +++++++++++---------
 latest-snapshot/crs-examples/index.html            | 589 +++++++++++----------
 latest-snapshot/delta-lake/index.html              | 589 +++++++++++----------
 latest-snapshot/geopandas-interop/index.html       | 589 +++++++++++----------
 latest-snapshot/iceberg/index.html                 | 589 +++++++++++----------
 latest-snapshot/image/footer/logo-footer.svg       |  10 +
 latest-snapshot/image/header/logo-mobile.svg       |  10 +
 latest-snapshot/image/logo.svg                     |  10 +
 latest-snapshot/index.html                         | 573 +++++++++++---------
 latest-snapshot/objects.inv                        | Bin 1154 -> 1159 bytes
 latest-snapshot/overrides/main.html                |  83 +++
 latest-snapshot/overrides/partials/copyright.html  |  29 +
 latest-snapshot/overrides/partials/footer.html     |  42 ++
 latest-snapshot/overrides/partials/header.html     | 126 +++++
 latest-snapshot/overrides/partials/nav.html        |  56 ++
 latest-snapshot/overture-examples/index.html       | 589 +++++++++++----------
 latest-snapshot/programming-guide/index.html       | 589 +++++++++++----------
 latest-snapshot/quickstart-python/index.html       | 589 +++++++++++----------
 .../_matplotlib_defaults.cpython-314.pyc           | Bin 431 -> 431 bytes
 .../__pycache__/_render_meta.cpython-314.pyc       | Bin 8436 -> 8436 bytes
 latest-snapshot/reference/functions/index.html     | 553 +++++++++++--------
 .../reference/functions/st_analyze_agg/index.html  | 553 +++++++++++--------
 .../reference/functions/st_area/index.html         | 553 +++++++++++--------
 .../reference/functions/st_asbinary/index.html     | 553 +++++++++++--------
 .../reference/functions/st_buffer/index.html       | 553 +++++++++++--------
 .../reference/functions/st_intersection/index.html | 553 +++++++++++--------
 latest-snapshot/reference/python/index.html        | 589 +++++++++++----------
 latest-snapshot/reference/sql-joins/index.html     | 589 +++++++++++----------
 latest-snapshot/reference/sql/index.html           | 589 +++++++++++----------
 latest-snapshot/sitemap.xml                        |  40 +-
 latest-snapshot/sitemap.xml.gz                     | Bin 385 -> 385 bytes
 latest-snapshot/stylesheets/extra.css              | 339 +++++++++---
 .../working-with-parquet-files/index.html          | 589 +++++++++++----------
 .../working-with-sql-sedonadb/index.html           | 589 +++++++++++----------
 35 files changed, 7359 insertions(+), 5478 deletions(-)

diff --git a/latest-snapshot/404.html b/latest-snapshot/404.html
index aeb7edeb..faca3488 100644
--- a/latest-snapshot/404.html
+++ b/latest-snapshot/404.html
@@ -21,7 +21,7 @@
     
     
       
-        <title>SedonaDB</title>
+        <title>Apache Sedona</title>
       
     
     
@@ -83,49 +83,106 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="/sedonadb/latest/." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="/sedonadb/latest/image/sedona_logo_symbol.png" alt="logo">
+    <nav
+      class="md-header__inner md-grid container"
+      aria-label="Header"
+    >
+      <div class="left-part">
+
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
+        </label>
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Link to home -->
+        <a
+          href="/sedonadb/latest/."
+          title="Apache Sedona"
+          class="header-logo"
+          aria-label="Apache Sedona"
+          data-md-component="logo"
+        >
+          
+  <img src="/sedonadb/latest/image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"/></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -165,11 +222,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -178,12 +237,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -212,17 +274,18 @@
   
   
   
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
-  
-  
     
+    
+      <li class="md-tabs__item">
+        <a href="/sedonadb/latest/." class="md-tabs__link">
+          
+  
   
-  Setup
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -232,13 +295,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -251,13 +314,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -270,13 +333,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -288,26 +351,6 @@
   
   
   
-    
-    
-      <li class="md-tabs__item">
-        <a href="/sedonadb/latest/." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
-  
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
         
@@ -347,7 +390,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -383,9 +426,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -402,21 +505,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href="/sedonadb/latest/." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="/sedonadb/latest/image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href="/sedonadb/latest/." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="/sedonadb/latest/image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -425,106 +529,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
     
-  
-    Setup
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -537,35 +561,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
     
-  
-    API Docs
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
   
   
   
@@ -584,10 +581,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
             
   
   
@@ -605,8 +602,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -720,10 +717,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4" >
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4" >
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="0">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="0">
             
   
   
@@ -741,8 +738,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -864,10 +861,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5" >
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5" >
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="0">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="0">
             
   
   
@@ -885,8 +882,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1135,8 +1132,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1162,8 +1240,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1189,14 +1267,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1216,8 +1294,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1243,6 +1321,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1289,26 +1374,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="/sedonadb/latest/image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
+        
         
 <div class="md-social">
   
@@ -1346,8 +1422,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
     </div>
+
+    <hr class="footer-hr"></hr>
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+    </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/contributors-guide/index.html b/latest-snapshot/contributors-guide/index.html
index a409f73e..f420d08d 100644
--- a/latest-snapshot/contributors-guide/index.html
+++ b/latest-snapshot/contributors-guide/index.html
@@ -22,7 +22,7 @@
     
     
       
-        <title>Contributors Guide - SedonaDB</title>
+        <title>Contributors Guide - Apache Sedona</title>
       
     
     
@@ -100,49 +100,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Contributors Guide
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -182,11 +230,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -195,12 +245,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -228,18 +281,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
+  
   
-  Setup
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -249,13 +305,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -268,13 +324,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -287,13 +343,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -304,28 +360,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -366,7 +400,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -402,9 +436,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -421,21 +515,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -444,106 +539,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Setup
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -556,35 +571,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    API Docs
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
     
@@ -608,10 +596,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -629,8 +617,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -747,10 +735,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
@@ -768,8 +756,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -894,10 +882,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5">
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
@@ -915,8 +903,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1445,8 +1433,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1472,8 +1541,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1499,14 +1568,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1526,8 +1595,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1553,6 +1622,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -2188,49 +2264,18 @@ if you run into problems or have any questions about the syntax!</p>
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../working-with-sql-sedonadb/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Working with SQL in SedonaDB">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                Working with SQL in SedonaDB
-              </div>
-            </div>
-          </a>
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
         
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
-        
 <div class="md-social">
   
     
@@ -2267,8 +2312,26 @@ if you run into problems or have any questions about the syntax!</p>
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/crs-examples/index.html b/latest-snapshot/crs-examples/index.html
index 85e511cf..24ba3a31 100644
--- a/latest-snapshot/crs-examples/index.html
+++ b/latest-snapshot/crs-examples/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>CRS Examples - SedonaDB</title>
+        <title>CRS Examples - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               CRS Examples
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
+  
   
-  Setup
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -446,106 +541,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Setup
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -558,35 +573,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    API Docs
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
     
@@ -610,10 +598,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -631,8 +619,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -749,10 +737,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
@@ -770,8 +758,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -898,10 +886,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5" checked>
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
@@ -919,8 +907,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1266,8 +1254,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1293,8 +1362,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1320,14 +1389,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1347,8 +1416,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1374,6 +1443,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1771,64 +1847,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../overture-examples/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Overture Examples">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                Overture Examples
-              </div>
-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../delta-lake/" class="md-footer__link md-footer__link--next" aria-label="Next: Delta Lake">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                Delta Lake
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
-            </div>
-          </a>
-        
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1866,8 +1895,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/delta-lake/index.html b/latest-snapshot/delta-lake/index.html
index f0b6fbd8..9b07312b 100644
--- a/latest-snapshot/delta-lake/index.html
+++ b/latest-snapshot/delta-lake/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>Delta Lake - SedonaDB</title>
+        <title>Delta Lake - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Delta Lake
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
   
-  Setup
+  
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -446,106 +541,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Setup
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -558,35 +573,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    API Docs
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
     
@@ -610,10 +598,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -631,8 +619,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -749,10 +737,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
@@ -770,8 +758,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -898,10 +886,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5" checked>
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
@@ -919,8 +907,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1260,8 +1248,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1287,8 +1356,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1314,14 +1383,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1341,8 +1410,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1368,6 +1437,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1711,64 +1787,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../crs-examples/" class="md-footer__link md-footer__link--prev" aria-label="Previous: CRS Examples">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                CRS Examples
-              </div>
-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../iceberg/" class="md-footer__link md-footer__link--next" aria-label="Next: Iceberg">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                Iceberg
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
-            </div>
-          </a>
-        
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1806,8 +1835,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/geopandas-interop/index.html b/latest-snapshot/geopandas-interop/index.html
index 6a025347..4f31d898 100644
--- a/latest-snapshot/geopandas-interop/index.html
+++ b/latest-snapshot/geopandas-interop/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>GeoPandas interop - SedonaDB</title>
+        <title>GeoPandas interop - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               GeoPandas interop
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
   
-  Setup
+  
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -446,106 +541,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Setup
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -558,35 +573,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    API Docs
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
     
@@ -610,10 +598,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -631,8 +619,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -749,10 +737,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
@@ -770,8 +758,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -898,10 +886,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5" checked>
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
@@ -919,8 +907,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1249,8 +1237,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1276,8 +1345,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1303,14 +1372,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1330,8 +1399,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1357,6 +1426,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1627,64 +1703,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../reference/sql-joins/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Spatial Joins">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                Spatial Joins
-              </div>
-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../overture-examples/" class="md-footer__link md-footer__link--next" aria-label="Next: Overture Examples">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                Overture Examples
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
-            </div>
-          </a>
-        
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1722,8 +1751,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/iceberg/index.html b/latest-snapshot/iceberg/index.html
index 487d45bd..df7b10e7 100644
--- a/latest-snapshot/iceberg/index.html
+++ b/latest-snapshot/iceberg/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>Iceberg - SedonaDB</title>
+        <title>Iceberg - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Iceberg
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
   
-  Setup
+  
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -446,106 +541,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Setup
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
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-      
-  
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-  
-  
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-  <span class="md-ellipsis">
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-  
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-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -558,35 +573,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
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-  
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-      
-      
   
   
     
@@ -610,10 +598,10 @@
       
         
         
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -631,8 +619,8 @@
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-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
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@@ -749,10 +737,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5" checked>
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
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-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_5">
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@@ -1260,8 +1248,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
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+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
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+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1287,8 +1356,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1314,14 +1383,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1341,8 +1410,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1368,6 +1437,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1732,64 +1808,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../delta-lake/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Delta Lake">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                Delta Lake
-              </div>
-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../working-with-parquet-files/" class="md-footer__link md-footer__link--next" aria-label="Next: Working with Parquet Files">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                Working with Parquet Files
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
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-        
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1827,8 +1856,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/image/footer/logo-footer.svg b/latest-snapshot/image/footer/logo-footer.svg
new file mode 100644
index 00000000..5aa7d426
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new file mode 100644
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diff --git a/latest-snapshot/image/logo.svg b/latest-snapshot/image/logo.svg
new file mode 100644
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diff --git a/latest-snapshot/index.html b/latest-snapshot/index.html
index ef89153a..6bc582a9 100644
--- a/latest-snapshot/index.html
+++ b/latest-snapshot/index.html
@@ -22,7 +22,7 @@
     
     
       
-        <title>Introducing SedonaDB - SedonaDB</title>
+        <title>Introducing SedonaDB - Apache Sedona</title>
       
     
     
@@ -100,49 +100,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href="." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href="." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Introducing SedonaDB
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -182,11 +230,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -195,12 +245,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -228,18 +281,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="." class="md-tabs__link">
+          
+  
   
-  Setup
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -249,13 +305,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -268,13 +324,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -287,13 +343,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -304,28 +360,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href="." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -366,7 +400,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -402,9 +436,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -421,21 +515,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href="." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href="." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -444,106 +539,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
     
-  
-    Setup
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -556,35 +571,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
     
-  
-    API Docs
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
     
@@ -608,10 +596,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -629,8 +617,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -856,10 +844,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
@@ -877,8 +865,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1003,10 +991,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5">
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
@@ -1024,8 +1012,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1274,8 +1262,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1301,8 +1370,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1328,14 +1397,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1355,8 +1424,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1382,6 +1451,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1649,48 +1725,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-        
-          
-          <a href="quickstart-python/" class="md-footer__link md-footer__link--next" aria-label="Next: Quickstart">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                Quickstart
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
-            </div>
-          </a>
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1728,8 +1773,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/objects.inv b/latest-snapshot/objects.inv
index 7a60c379..6af8ddc9 100644
Binary files a/latest-snapshot/objects.inv and b/latest-snapshot/objects.inv differ
diff --git a/latest-snapshot/overrides/main.html b/latest-snapshot/overrides/main.html
new file mode 100644
index 00000000..8533d72b
--- /dev/null
+++ b/latest-snapshot/overrides/main.html
@@ -0,0 +1,83 @@
+{#-
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-#}
+{% extends "base.html" %}
+
+{% block header %}
+  <div id="announcement-bar"></div>
+  {{ super() }}
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+{% endblock %}
diff --git a/latest-snapshot/overrides/partials/copyright.html b/latest-snapshot/overrides/partials/copyright.html
new file mode 100644
index 00000000..caec7fab
--- /dev/null
+++ b/latest-snapshot/overrides/partials/copyright.html
@@ -0,0 +1,29 @@
+{#-
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-#}
+<div class="md-copyright">
+  {% if config.copyright %}
+      {{ config.copyright }}
+  {% endif %}
+  {% if not config.extra.generator == false %}
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  {% endif %}
+</div>
diff --git a/latest-snapshot/overrides/partials/footer.html b/latest-snapshot/overrides/partials/footer.html
new file mode 100644
index 00000000..ba539fec
--- /dev/null
+++ b/latest-snapshot/overrides/partials/footer.html
@@ -0,0 +1,42 @@
+{#-
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-#}
+<footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="{{ 'image/footer/logo-footer.svg' | url }}" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
+        {% if config.extra.social %}
+        {% include "partials/social.html" %}
+        {% endif %}
+      </div>
+    </div>
+
+    <hr class="footer-hr"></hr>
+
+    <div class="footer__bot">
+      {% include "partials/copyright.html" %}
+    </div>
+
+  </div>
+</footer>
diff --git a/latest-snapshot/overrides/partials/header.html b/latest-snapshot/overrides/partials/header.html
new file mode 100644
index 00000000..948b752f
--- /dev/null
+++ b/latest-snapshot/overrides/partials/header.html
@@ -0,0 +1,126 @@
+<!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
+{% set class = "md-header" %}
+{% if "navigation.tabs.sticky" in features %}
+{% set class = class ~ " md-header--shadow md-header--lifted" %}
+{% elif "navigation.tabs" not in features %}
+{% set class = class ~ " md-header--shadow" %}
+{% endif %}
+
+<!-- Header -->
+<header class="{{ class }}" data-md-component="header">
+    <nav
+      class="md-header__inner md-grid container"
+      aria-label="{{ lang.t('header') }}"
+    >
+      <div class="left-part">
+
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          {% set icon = config.theme.icon.menu or "material/menu" %}
+          {% include ".icons/" ~ icon ~ ".svg" %}
+        </label>
+
+        <!-- Link to home -->
+        <a
+          href="{{ config.extra.homepage | d(nav.homepage.url, true) | url }}"
+          title="{{ config.site_name | e }}"
+          class="header-logo"
+          aria-label="{{ config.site_name }}"
+          data-md-component="logo"
+        >
+          {% include "partials/logo.html" %}
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
+          <span class="md-ellipsis">
+            {{ config.site_name }}
+          </span>
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            {% if page.meta and page.meta.title %}
+              {{ page.meta.title }}
+            {% else %}
+              {{ page.title }}
+            {% endif %}
+          </span>
+            </div>
+          </div>
+        </div>
+
+        <!-- Color palette toggle -->
+        {% if config.theme.palette %}
+        {% if not config.theme.palette is mapping %}
+        {% include "partials/palette.html" %}
+        {% endif %}
+        {% endif %}
+
+        <!-- User preference: color palette -->
+        {% if not config.theme.palette is mapping %}
+        {% include "partials/javascripts/palette.html" %}
+        {% endif %}
+
+        <!-- Site language selector -->
+        {% if config.extra.alternate %}
+        {% include "partials/alternate.html" %}
+        {% endif %}
+      </div>
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        {% if "material/search" in config.plugins %}
+        {% set search = config.plugins["material/search"] | attr("config") %}
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        {% if search.enabled %}
+        <label class="md-header__button md-icon btn-search" for="__search">
+          {% set icon = config.theme.icon.search or "material/magnify" %}
+          {% include ".icons/" ~ icon ~ ".svg" %}
+        </label>
+
+        <!-- Search interface -->
+        {% include "partials/search.html" %}
+        {% endif %}
+        {% endif %}
+
+        <!-- Repository information -->
+        {% if config.repo_url %}
+        <div class="md-header__source">
+          {% include "partials/source.html" %}
+        </div>
+        {% endif %}
+      </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    {% if "navigation.tabs.sticky" in features %}
+    {% if "navigation.tabs" in features %}
+    {% include "partials/tabs.html" %}
+    {% endif %}
+    {% endif %}
+</header>
diff --git a/latest-snapshot/overrides/partials/nav.html b/latest-snapshot/overrides/partials/nav.html
new file mode 100644
index 00000000..6190a179
--- /dev/null
+++ b/latest-snapshot/overrides/partials/nav.html
@@ -0,0 +1,56 @@
+{#-
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-#}
+{% import "partials/nav-item.html" as item with context %}
+{% set class = "md-nav md-nav--primary" %}
+{% if "navigation.tabs" in features %}
+{% set class = class ~ " md-nav--lifted" %}
+{% endif %}
+{% if "toc.integrate" in features %}
+{% set class = class ~ " md-nav--integrated" %}
+{% endif %}
+
+
+<nav class="{{ class }}" aria-label="{{ lang.t('nav') }}" data-md-level="0">
+
+  <label class="md-nav__title" for="__drawer">
+    <a href="{{ config.extra.homepage | d(nav.homepage.url, true) | url }}" title="{{ config.site_name | e }}" class="logo-link" aria-label="{{ config.site_name }}" data-md-component="logo">
+      <img src="{{ 'image/header/logo-mobile.svg' | url }}" alt="" class="logo">
+    </a>
+  </label>
+
+  {% if config.repo_url %}
+  <div class="md-nav__source">
+    {% include "partials/source.html" %}
+  </div>
+  {% endif %}
+
+  <ul class="md-nav__list" data-md-scrollfix>
+    {% for nav_item in nav %}
+    {% set path = "__nav_" ~ loop.index %}
+    {{ item.render(nav_item, path, 1) }}
+    {% endfor %}
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
+  </ul>
+</nav>
diff --git a/latest-snapshot/overture-examples/index.html b/latest-snapshot/overture-examples/index.html
index 9cdcf15e..b7fd0b6d 100644
--- a/latest-snapshot/overture-examples/index.html
+++ b/latest-snapshot/overture-examples/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>Overture Examples - SedonaDB</title>
+        <title>Overture Examples - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Overture Examples
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
   
-  Setup
+  
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -446,106 +541,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
-  
-  <ul class="md-nav__list" data-md-scrollfix>
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Home
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
-    
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Setup
-  
-
-    
-  </span>
-  
-  
-
-      </a>
-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    Download
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -558,35 +573,8 @@
   
 
     
-      
-      
-  
-  
-  
-  
-    <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-nav__link">
-        
-  
-  
-  <span class="md-ellipsis">
-    
-  
-    API Docs
-  
-
     
-  </span>
-  
-  
-
-      </a>
-    </li>
-  
-
     
-      
-      
   
   
     
@@ -610,10 +598,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
@@ -631,8 +619,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -749,10 +737,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_4">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_4">
         
           
-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
@@ -770,8 +758,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -898,10 +886,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5" checked>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5" checked>
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
@@ -919,8 +907,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
         
-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1249,8 +1237,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1276,8 +1345,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1303,14 +1372,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
     <li class="md-nav__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1330,8 +1399,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1357,6 +1426,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
   </ul>
 </nav>
                   </div>
@@ -1800,64 +1876,17 @@ Wall time: 1.42 ms
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../geopandas-interop/" class="md-footer__link md-footer__link--prev" aria-label="Previous: GeoPandas interop">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                GeoPandas interop
-              </div>
-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../crs-examples/" class="md-footer__link md-footer__link--next" aria-label="Next: CRS Examples">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                CRS Examples
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
-            </div>
-          </a>
-        
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1895,8 +1924,26 @@ Wall time: 1.42 ms
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/programming-guide/index.html b/latest-snapshot/programming-guide/index.html
index 737fea5f..1885a01c 100644
--- a/latest-snapshot/programming-guide/index.html
+++ b/latest-snapshot/programming-guide/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>Programming Guide - SedonaDB</title>
+        <title>Programming Guide - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Programming Guide
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
 <nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
   <div class="md-grid">
     <ul class="md-tabs__list">
@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
+  
   
-  Setup
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
 <nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
+      <img src="../image/header/logo-mobile.svg" alt="" class="logo">
     </a>
-    SedonaDB
   </label>
+
   
-    <div class="md-nav__source">
-      <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-nav__source">
+    <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -446,106 +541,26 @@
     apache/sedona-db
   </div>
 </a>
-    </div>
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-  
-    Home
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-
-    
-  </span>
-  
-  
-
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-    </li>
+  </div>
   
 
+  <ul class="md-nav__list" data-md-scrollfix>
     
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-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
   <span class="md-ellipsis">
     
   
-    Programming Guides
+    Home
   
 
     
@@ -558,35 +573,8 @@
   
 
     
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@@ -610,10 +598,10 @@
       
         
         
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
         
           
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             
   
   
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-          <label class="md-nav__title" for="__nav_6">
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_2">
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@@ -874,10 +862,10 @@
       
         
         
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-          <label class="md-nav__link" for="__nav_6_4" id="__nav_6_4_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_4" id="__nav_2_4_label" tabindex="">
             
   
   
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-          <label class="md-nav__title" for="__nav_6_4">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_4">
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@@ -1021,10 +1009,10 @@
       
         
         
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_5">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_5">
         
           
-          <label class="md-nav__link" for="__nav_6_5" id="__nav_6_5_label" tabindex="">
+          <label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="">
             
   
   
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-        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_5_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6_5">
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_2_5">
             <span class="md-nav__icon md-icon"></span>
             
   
@@ -1292,8 +1280,89 @@
   
 
     
-      
-      
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSpark
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaFlink
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-nav__link">
+        
+  
+  
+  <span class="md-ellipsis">
+    
+  
+    SedonaSnow
+  
+
+    
+  </span>
+  
+  
+
+      </a>
+    </li>
+  
+
+    
+    
+    
   
   
   
@@ -1319,8 +1388,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1346,14 +1415,14 @@
   
 
     
-      
-      
+    
+    
   
   
   
   
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-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-nav__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
@@ -1373,8 +1442,8 @@
   
 
     
-      
-      
+    
+    
   
   
   
@@ -1400,6 +1469,13 @@
   
 
     
+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
+    </li>
+
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                   </div>
@@ -1754,64 +1830,17 @@
         
       </main>
       
-        <footer class="md-footer">
-  
-    
-      
-      <nav class="md-footer__inner md-grid" aria-label="Footer">
-        
-          
-          <a href="../quickstart-python/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Quickstart">
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
-            </div>
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Previous
-              </span>
-              <div class="md-ellipsis">
-                Quickstart
-              </div>
-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../reference/python/" class="md-footer__link md-footer__link--next" aria-label="Next: Python">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
-              </span>
-              <div class="md-ellipsis">
-                Python
-              </div>
-            </div>
-            <div class="md-footer__button md-icon">
-              
-              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"></path></svg>
-            </div>
-          </a>
-        
-      </nav>
-    
-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
-      Copyright © 2025 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
-    </div>
-  
-  
-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
-    </a>
-  
-</div>
-      
         
 <div class="md-social">
   
@@ -1849,8 +1878,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
   </div>
 </footer>
       
diff --git a/latest-snapshot/quickstart-python/index.html b/latest-snapshot/quickstart-python/index.html
index b4ba23f1..82226fa9 100644
--- a/latest-snapshot/quickstart-python/index.html
+++ b/latest-snapshot/quickstart-python/index.html
@@ -24,7 +24,7 @@
     
     
       
-        <title>Quickstart - SedonaDB</title>
+        <title>Quickstart - Apache Sedona</title>
       
     
     
@@ -102,49 +102,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
+
+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
-  <nav class="md-header__inner md-grid" aria-label="Header">
-    <a href=".." title="SedonaDB" class="md-header__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
-    </a>
-    <label class="md-header__button md-icon" for="__drawer">
-      
-      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
-    </label>
-    <div class="md-header__title" data-md-component="header-title">
-      <div class="md-header__ellipsis">
-        <div class="md-header__topic">
+        <!-- Button to open drawer -->
+        <label class="md-header__button md-icon" for="__drawer">
+          
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"></path></svg>
+        </label>
+
+        <!-- Link to home -->
+        <a href=".." title="Apache Sedona" class="header-logo" aria-label="Apache Sedona" data-md-component="logo">
+          
+  <img src="../image/logo.svg" alt="logo">
+
+        </a>
+
+        <!-- Header title -->
+        <div class="md-header__title" data-md-component="header-title">
+          <div class="md-header__ellipsis">
+            <div class="md-header__topic">
           <span class="md-ellipsis">
-            SedonaDB
+            Apache Sedona
           </span>
-        </div>
-        <div class="md-header__topic" data-md-component="header-topic">
+            </div>
+            <div class="md-header__topic" data-md-component="header-topic">
           <span class="md-ellipsis">
             
               Quickstart
             
           </span>
+            </div>
+          </div>
         </div>
+
+        <!-- Color palette toggle -->
+        
+        
+        
+
+        <!-- User preference: color palette -->
+        
+
+        <!-- Site language selector -->
+        
       </div>
-    </div>
-    
-      
-    
-    
-    
-    
-      
-      
-        <label class="md-header__button md-icon" for="__search">
+      <div class="right-part">
+
+        <!-- Button to open search modal -->
+        
+        
+
+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
+        
+        <label class="md-header__button md-icon btn-search" for="__search">
           
           <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.52 6.52 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5"></path></svg>
         </label>
+
+        <!-- Search interface -->
         <div class="md-search" data-md-component="search" role="dialog">
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
@@ -184,11 +232,13 @@
     </div>
   </div>
 </div>
-      
-    
-    
-      <div class="md-header__source">
-        <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
+          <a href="https://github.com/apache/sedona-db" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
     
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--! Font Awesome Free 7.1.0 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 2025 Fonticons, Inc.--><path d="M173.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6m-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3m44.2-1.7c-2.9.7-4.9 2. [...]
@@ -197,12 +247,15 @@
     apache/sedona-db
   </div>
 </a>
+        </div>
+        
       </div>
+    </nav>
+
+    <!-- Navigation tabs (sticky) -->
+    
     
-  </nav>
-  
     
-      
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   <div class="md-grid">
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@@ -230,18 +283,21 @@
   
   
   
-  
-    <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/overview/" class="md-tabs__link">
-        
+    
   
   
     
+    
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href=".." class="md-tabs__link">
+          
   
-  Setup
+  
+  SedonaDB
 
-      </a>
-    </li>
+        </a>
+      </li>
+    
   
 
       
@@ -251,13 +307,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/download/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
+  SedonaSpark
 
       </a>
     </li>
@@ -270,13 +326,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/tutorial/sql/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
+  SedonaFlink
 
       </a>
     </li>
@@ -289,13 +345,13 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
       </a>
     </li>
@@ -306,28 +362,6 @@
   
   
   
-    
-  
-  
-    
-    
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href=".." class="md-tabs__link">
-          
-  
-  
-  SedonaDB
-
-        </a>
-      </li>
-    
-  
-
-      
-        
-  
-  
-  
   
     <li class="md-tabs__item">
       <a href="https://sedona.apache.org/spatialbench/" class="md-tabs__link">
@@ -368,7 +402,7 @@
   
   
     <li class="md-tabs__item">
-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -404,9 +438,69 @@
   </div>
 </nav>
     
-  
+    
 </header>
     
+  <script>
+    (function () {
+      // Fetch the main Sedona site and extract its announcement bar
+      fetch("https://sedona.apache.org/latest/")
+        .then(function (res) {
+          if (!res.ok) throw new Error("Failed to fetch");
+          return res.text();
+        })
+        .then(function (html) {
+          var parser = new DOMParser();
+          var doc = parser.parseFromString(html, "text/html");
+          // The announcement bar is the first div inside <body> before the header,
+          // styled with inline background: #CA463A
+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
+          var announcement = null;
+
+          // Strategy 1: Look for a div with the Sedona red background color
+          for (var i = 0; i < candidates.length; i++) {
+            var style = candidates[i].getAttribute("style") || "";
+            if (style.indexOf("CA463A") !== -1 || style.indexOf("ca463a") !== -1) {
+              announcement = candidates[i];
+              break;
+            }
+          }
+
+          // Strategy 2: Check for Material's built-in announcement banner
+          if (!announcement) {
+            announcement = doc.querySelector(".md-banner");
+          }
+
+          // Strategy 3: Check first child of body if it's a div with a link
+          if (!announcement) {
+            var first = doc.body.firstElementChild;
+            if (first && first.tagName === "DIV" && first.querySelector("a")) {
+              var bg = first.style.backgroundColor || first.getAttribute("style") || "";
+              if (bg && first.textContent.trim().length > 0) {
+                announcement = first;
+              }
+            }
+          }
+
+          if (announcement) {
+            var bar = document.getElementById("announcement-bar");
+            // Fix relative links to point to the main site
+            var links = announcement.querySelectorAll("a");
+            for (var j = 0; j < links.length; j++) {
+              var href = links[j].getAttribute("href");
+              if (href && !href.startsWith("http") && !href.startsWith("//")) {
+                links[j].setAttribute("href", "/latest/" + href.replace(/^\//, ""));
+              }
+            }
+            bar.innerHTML = announcement.outerHTML;
+          }
+        })
+        .catch(function () {
+          // Silently fail — no announcement bar shown
+        });
+    })();
+  </script>
+
     <div class="md-container" data-md-component="container">
       
       
@@ -423,21 +517,22 @@
                     
 
 
-  
+
+
+
 
 
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-  <label class="md-nav__title" for="__drawer">
-    <a href=".." title="SedonaDB" class="md-nav__button md-logo" aria-label="SedonaDB" data-md-component="logo">
-      
-  <img src="../image/sedona_logo_symbol.png" alt="logo">
 
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="Apache Sedona" class="logo-link" aria-label="Apache Sedona" data-md-component="logo">
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+      <a href="https://sedona.apache.org/latest/" class="md-nav__link">
         
   
   
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-    Programming Guides
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+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
         
   
   
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+
+    <li class="btn-group">
+      <a href="#" class="btn btn-red">
+        Get started
+      </a>
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+
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-              <div class="md-ellipsis">
-                Home
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-            </div>
-          </a>
-        
+        <footer class="footer md-footer">
+  <div class="container">
+
+    <div class="footer__top">
+
+      <div class="col-left">
+        <img src="../image/footer/logo-footer.svg" alt="" class="footer-logo">
+      </div>
+
+      <div class="col-right">
         
-          
-          <a href="../programming-guide/" class="md-footer__link md-footer__link--next" aria-label="Next: Programming Guide">
-            <div class="md-footer__title">
-              <span class="md-footer__direction">
-                Next
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-              <div class="md-ellipsis">
-                Programming Guide
-              </div>
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-            <div class="md-footer__button md-icon">
-              
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-  
-  <div class="md-footer-meta md-typeset">
-    <div class="md-footer-meta__inner md-grid">
-      <div class="md-copyright">
-  
-    <div class="md-copyright__highlight">
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-    </div>
-  
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-    Made with
-    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
-      Material for MkDocs
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-  
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-      
         
 <div class="md-social">
   
@@ -1764,8 +1793,26 @@
     </a>
   
 </div>
-      
+        
+      </div>
+    </div>
+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
     </div>
+
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 </footer>
       
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index d8f42068..26433eda 100644
--- a/latest-snapshot/reference/functions/index.html
+++ b/latest-snapshot/reference/functions/index.html
@@ -20,7 +20,7 @@
     
     
       
-        <title>SQL Function Reference - SedonaDB</title>
+        <title>SQL Function Reference - Apache Sedona</title>
       
     
     
@@ -98,49 +98,97 @@
       </div>
     
     
-      
-
+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
+  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 NON-INFRINGEMENT. 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.
+-->
+
+<!-- Determine classes -->
 
+
+
+
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+<!-- Header -->
 <header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
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-      
-  <img src="../../image/sedona_logo_symbol.png" alt="logo">
+    <nav class="md-header__inner md-grid container" aria-label="Header">
+      <div class="left-part">
 
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-      <div class="md-header__ellipsis">
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+        <!-- Link to home -->
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+
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+
+        <!-- Header title -->
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+            <div class="md-header__topic" data-md-component="header-topic">
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               SQL Function Reference
             
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+        <!-- Check if search is actually enabled - see https://t.ly/DT_0V -->
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@@ -180,11 +228,13 @@
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+        
+        
+
+        <!-- Repository information -->
+        
+        <div class="md-header__source">
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@@ -193,12 +243,15 @@
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 </a>
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+    
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+        <a href="../.." class="md-tabs__link">
+          
+  
   
-  Setup
+  SedonaDB
 
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-    </li>
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+      <a href="https://sedona.apache.org/latest/sedonaspark/" class="md-tabs__link">
         
   
   
     
   
-  Download
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+      <a href="https://sedona.apache.org/latest/sedonaflink/" class="md-tabs__link">
         
   
   
     
   
-  Programming Guides
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@@ -285,13 +339,13 @@
   
   
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-      <a href="https://sedona.apache.org/latest/api/sql/Overview/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/sedonasnow/" class="md-tabs__link">
         
   
   
     
   
-  API Docs
+  SedonaSnow
 
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-      <a href="https://sedona.apache.org/latest/setup/compile/" class="md-tabs__link">
+      <a href="https://sedona.apache.org/latest/community/contact/" class="md-tabs__link">
         
   
   
@@ -398,9 +432,69 @@
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 </nav>
     
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+          var candidates = doc.querySelectorAll("body > div, header > div, .md-header ~ div, body > .md-banner");
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@@ -1584,8 +1651,26 @@ input geometry is less than or equal to a specified distance.</p>
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+
+    <hr class="footer-hr">
+
+    <div class="footer__bot">
+      <div class="md-copyright">
+  
+      Copyright © 2026 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/">Apache Software Foundation</a> for more details.<img referrerpolicy="no-referre [...]
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
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diff --git a/latest-snapshot/reference/functions/st_analyze_agg/index.html b/latest-snapshot/reference/functions/st_analyze_agg/index.html
index 07953a5f..cff2ba3b 100644
--- a/latest-snapshot/reference/functions/st_analyze_agg/index.html
+++ b/latest-snapshot/reference/functions/st_analyze_agg/index.html
@@ -20,7 +20,7 @@
     
     
       
-        <title>ST_Analyze_Agg - SedonaDB</title>
+        <title>ST_Analyze_Agg - Apache Sedona</title>
       
     
     
@@ -98,49 +98,97 @@
       </div>
     
     
-      
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+  <div id="announcement-bar"></div>
   
+      <!--
+  Copyright (c) 2016-2025 Martin Donath <ma...@squidfunk.com>
+
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+  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
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+  FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
+  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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+  FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
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+-->
+
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... 8803 lines suppressed ...