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The following commit(s) were added to refs/heads/asf-site by this push:
     new 6c344d2  update documentation for main branch
6c344d2 is described below

commit 6c344d2f36ab8ec7963fbf489c9d8ce9beb2b3d9
Author: GitHub Actions <[email protected]>
AuthorDate: Fri Feb 13 05:18:40 2026 +0000

    update documentation for main branch
---
 contributors-guide/index.html         |   2 +-
 datasets-generators/index.html        |   6 +++++-
 index.html                            |   2 +-
 overview-methodology/index.html       |   2 +-
 queries/index.html                    |   2 +-
 quickstart/index.html                 |  39 +++++++++++++++++++++++++++++++++-
 search/search_index.json              |   2 +-
 single-node-benchmarks/index.html     |   2 +-
 sitemap.xml.gz                        | Bin 127 -> 127 bytes
 spatialbench-distributions/index.html |   2 +-
 10 files changed, 50 insertions(+), 9 deletions(-)

diff --git a/contributors-guide/index.html b/contributors-guide/index.html
index 5581552..fc1df4e 100644
--- a/contributors-guide/index.html
+++ b/contributors-guide/index.html
@@ -1518,7 +1518,7 @@ cargo<span class="w"> </span><span class="nb">test</span>
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 
2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/datasets-generators/index.html b/datasets-generators/index.html
index c0b38b5..4cc11a4 100644
--- a/datasets-generators/index.html
+++ b/datasets-generators/index.html
@@ -1484,6 +1484,10 @@
 <p>You can generate the tables for Scale Factor 1 with the following 
command:</p>
 <div class="highlight"><pre><span></span><code>spatialbench-cli -s 1 
--format=parquet --output-dir sf1-parquet
 </code></pre></div>
+<p>You can also generate data directly to Amazon S3 by providing an S3 URI:</p>
+<div class="highlight"><pre><span></span><code>spatialbench-cli -s 1 
--format=parquet --output-dir s3://my-bucket/sf1-parquet
+</code></pre></div>
+<p>See the <a 
href="../quickstart/#generate-data-directly-to-s3">Quickstart</a> for details 
on configuring AWS credentials.</p>
 <p>Here are the contents of the <code>sf1-parquet</code> directory:</p>
 <ul>
 <li><code>building.parquet</code></li>
@@ -1578,7 +1582,7 @@
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 
2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/index.html b/index.html
index 9cef693..dc3101d 100644
--- a/index.html
+++ b/index.html
@@ -1370,7 +1370,7 @@ with a star schema extended with spatial attributes like 
pickup/dropoff points,
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 
2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/overview-methodology/index.html b/overview-methodology/index.html
index a4bf8e4..3b6f3a5 100644
--- a/overview-methodology/index.html
+++ b/overview-methodology/index.html
@@ -1385,7 +1385,7 @@
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 
2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/queries/index.html b/queries/index.html
index 9294990..11be592 100644
--- a/queries/index.html
+++ b/queries/index.html
@@ -1977,7 +1977,7 @@ spatialbench-cli -s 1 --format=parquet --output-dir 
sf1-parquet
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 
2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/quickstart/index.html b/quickstart/index.html
index c02863f..730e28f 100644
--- a/quickstart/index.html
+++ b/quickstart/index.html
@@ -889,6 +889,17 @@
     </span>
   </a>
   
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#generate-data-directly-to-s3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Generate Data Directly to S3
+      
+    </span>
+  </a>
+  
 </li>
         
       </ul>
@@ -1268,6 +1279,17 @@
     </span>
   </a>
   
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#generate-data-directly-to-s3" class="md-nav__link">
+    <span class="md-ellipsis">
+      
+        Generate Data Directly to S3
+      
+    </span>
+  </a>
+  
 </li>
         
       </ul>
@@ -1366,6 +1388,21 @@ cargo<span class="w"> </span>install<span class="w"> 
</span>--path<span class="w
 <h3 id="set-output-directory">Set Output Directory<a class="headerlink" 
href="#set-output-directory" title="Permanent link">¶</a></h3>
 <div class="highlight"><pre><span></span><code>spatialbench-cli<span 
class="w"> </span>--scale-factor<span class="w"> </span><span 
class="m">1</span><span class="w"> </span>--output-dir<span class="w"> 
</span>data/sf1
 </code></pre></div>
+<h3 id="generate-data-directly-to-s3">Generate Data Directly to S3<a 
class="headerlink" href="#generate-data-directly-to-s3" title="Permanent 
link">¶</a></h3>
+<p>You can generate data directly to Amazon S3 or S3-compatible storage by 
providing an S3 URI as the output directory:</p>
+<div class="highlight"><pre><span></span><code><span class="c1"># Set AWS 
credentials</span>
+<span class="nb">export</span><span class="w"> </span><span 
class="nv">AWS_ACCESS_KEY_ID</span><span class="o">=</span><span 
class="s2">"your-access-key"</span>
+<span class="nb">export</span><span class="w"> </span><span 
class="nv">AWS_SECRET_ACCESS_KEY</span><span class="o">=</span><span 
class="s2">"your-secret-key"</span>
+<span class="nb">export</span><span class="w"> </span><span 
class="nv">AWS_REGION</span><span class="o">=</span><span 
class="s2">"us-west-2"</span><span class="w">  </span><span class="c1"># Must 
match your bucket's region</span>
+
+<span class="c1"># Generate to S3</span>
+spatialbench-cli<span class="w"> </span>--scale-factor<span class="w"> 
</span><span class="m">10</span><span class="w"> </span>--mb-per-file<span 
class="w"> </span><span class="m">256</span><span class="w"> 
</span>--output-dir<span class="w"> </span>s3://my-bucket/spatialbench/sf10
+
+<span class="c1"># For S3-compatible services (MinIO, etc.)</span>
+<span class="nb">export</span><span class="w"> </span><span 
class="nv">AWS_ENDPOINT</span><span class="o">=</span><span 
class="s2">"http://localhost:9000";</span>
+spatialbench-cli<span class="w"> </span>--scale-factor<span class="w"> 
</span><span class="m">1</span><span class="w"> </span>--output-dir<span 
class="w"> </span>s3://my-bucket/data
+</code></pre></div>
+<p>The S3 writer uses streaming multipart upload, buffering data in 32 MB 
chunks before uploading parts. All standard AWS environment variables are 
supported, including <code>AWS_SESSION_TOKEN</code> for temporary 
credentials.</p>
 <h2 id="configuring-spatial-distributions">Configuring Spatial Distributions<a 
class="headerlink" href="#configuring-spatial-distributions" title="Permanent 
link">¶</a></h2>
 <p>SpatialBench uses a spatial data generator to generate synthetic points and 
polygons using realistic spatial distributions.</p>
 <p>To read more about the different spatial distributions offered by 
SpatialBench see <a 
href="https://sedona.apache.org/spatialbench/spatialbench-distributions/";>here</a>.</p>
@@ -1394,7 +1431,7 @@ cargo<span class="w"> </span>install<span class="w"> 
</span>--path<span class="w
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
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2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/search/search_index.json b/search/search_index.json
index 9d782f8..6401a67 100644
--- a/search/search_index.json
+++ b/search/search_index.json
@@ -1 +1 @@
-{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"],"fields":{"title":{"boost":1000.0},"text":{"boost":1.0},"tags":{"boost":1000000.0}}},"docs":[{"location":"","title":"SpatialBench","text":"<p>SpatialBench
 is a benchmark for assessing geospatial SQL analytics query performance across 
database systems, making it easy to run tests on a realistic dataset with any 
query engine.</p> <p>The methodology is unbiased, allowing you to run the 
benchmarks in any environme [...]
\ No newline at end of file
+{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"],"fields":{"title":{"boost":1000.0},"text":{"boost":1.0},"tags":{"boost":1000000.0}}},"docs":[{"location":"","title":"SpatialBench","text":"<p>SpatialBench
 is a benchmark for assessing geospatial SQL analytics query performance across 
database systems, making it easy to run tests on a realistic dataset with any 
query engine.</p> <p>The methodology is unbiased, allowing you to run the 
benchmarks in any environme [...]
\ No newline at end of file
diff --git a/single-node-benchmarks/index.html 
b/single-node-benchmarks/index.html
index 7836719..5115cc7 100644
--- a/single-node-benchmarks/index.html
+++ b/single-node-benchmarks/index.html
@@ -1833,7 +1833,7 @@ 
s3://wherobots-examples/data/spatialbench/SpatialBench_sf10/zone/
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
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2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
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7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     
diff --git a/sitemap.xml.gz b/sitemap.xml.gz
index bb55ea0..a0ced88 100644
Binary files a/sitemap.xml.gz and b/sitemap.xml.gz differ
diff --git a/spatialbench-distributions/index.html 
b/spatialbench-distributions/index.html
index f9b78a3..a2babd5 100644
--- a/spatialbench-distributions/index.html
+++ b/spatialbench-distributions/index.html
@@ -1420,7 +1420,7 @@ X, Y \sim \mathcal{N}(\mu, \sigma^2), \quad \text{clamped 
to } [0,1]
     <span class="md-icon" title="Last update">
       <svg xmlns="http://www.w3.org/2000/svg"; viewBox="0 0 24 24"><path d="M21 
13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 
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2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 
9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 
7.5 7.1 7.9l-.1.2z"></path></svg>
     </span>
-    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 9, 2026 10:13:23 
UTC">February 9, 2026 10:13:23</span>
+    <span class="git-revision-date-localized-plugin 
git-revision-date-localized-plugin-datetime" title="February 13, 2026 05:17:33 
UTC">February 13, 2026 05:17:33</span>
   </span>
 
     

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