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     new 6cfa96d  Commit build products
6cfa96d is described below

commit 6cfa96db8d45fa40997ab9532c1b52106befdb53
Author: Build Pelican (action) <[email protected]>
AuthorDate: Fri Jul 4 17:06:37 2025 +0000

    Commit build products
---
 .../2025/07/01/datafusion-comet-0.9.0/index.html   | 185 +++++++++++++++++++++
 output/author/pmc.html                             |  40 +++++
 output/category/blog.html                          |  40 +++++
 output/feed.xml                                    |  23 ++-
 output/feeds/all-en.atom.xml                       | 147 +++++++++++++++-
 output/feeds/blog.atom.xml                         | 147 +++++++++++++++-
 output/feeds/pmc.atom.xml                          | 147 +++++++++++++++-
 output/feeds/pmc.rss.xml                           |  23 ++-
 output/images/comet-0.9.0/tracing.png              | Bin 0 -> 153447 bytes
 output/index.html                                  |  40 +++++
 10 files changed, 787 insertions(+), 5 deletions(-)

diff --git a/output/2025/07/01/datafusion-comet-0.9.0/index.html 
b/output/2025/07/01/datafusion-comet-0.9.0/index.html
new file mode 100644
index 0000000..2a1b625
--- /dev/null
+++ b/output/2025/07/01/datafusion-comet-0.9.0/index.html
@@ -0,0 +1,185 @@
+<!doctype html>
+<html class="no-js" lang="en" dir="ltr">
+  <head>
+    <meta charset="utf-8">
+    <meta http-equiv="x-ua-compatible" content="ie=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Apache DataFusion Comet 0.9.0 Release - Apache DataFusion 
Blog</title>
+<link href="/blog/css/bootstrap.min.css" rel="stylesheet">
+<link href="/blog/css/fontawesome.all.min.css" rel="stylesheet">
+<link href="/blog/css/headerlink.css" rel="stylesheet">
+<link href="/blog/highlight/default.min.css" rel="stylesheet">
+<script src="/blog/highlight/highlight.js"></script>
+<script>hljs.highlightAll();</script>  </head>
+  <body class="d-flex flex-column h-100">
+  <main class="flex-shrink-0">
+<!-- nav bar -->
+<nav class="navbar navbar-expand-lg navbar-dark bg-dark" aria-label="Fifth 
navbar example">
+    <div class="container-fluid">
+        <a class="navbar-brand" href="/blog"><img 
src="/blog/images/logo_original4x.png" style="height: 32px;"/> Apache 
DataFusion Blog</a>
+        <button class="navbar-toggler" type="button" data-bs-toggle="collapse" 
data-bs-target="#navbarADP" aria-controls="navbarADP" aria-expanded="false" 
aria-label="Toggle navigation">
+            <span class="navbar-toggler-icon"></span>
+        </button>
+
+        <div class="collapse navbar-collapse" id="navbarADP">
+            <ul class="navbar-nav me-auto mb-2 mb-lg-0">
+                <li class="nav-item">
+                    <a class="nav-link" href="/blog/about.html">About</a>
+                </li>
+                <li class="nav-item">
+                    <a class="nav-link" href="/blog/feed.xml">RSS</a>
+                </li>
+            </ul>
+        </div>
+    </div>
+</nav>    
+
+
+<!-- page contents -->
+<div id="contents">
+    <div class="bg-white p-5 rounded">
+        <div class="col-sm-8 mx-auto">
+          <h1>
+              Apache DataFusion Comet 0.9.0 Release
+          </h1>
+              <p>Posted on: Tue 01 July 2025 by pmc</p>
+              <!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+<p>The Apache DataFusion PMC is pleased to announce version 0.9.0 of the <a 
href="https://datafusion.apache.org/comet/";>Comet</a> subproject.</p>
+<p>Comet is an accelerator for Apache Spark that translates Spark physical 
plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code changes.</p>
+<p>This release covers approximately ten weeks of development work and is the 
result of merging 139 PRs from 24
+contributors. See the <a 
href="https://github.com/apache/datafusion-comet/blob/main/dev/changelog/0.9.0.md";>change
 log</a> for more information.</p>
+<h2>Release Highlights</h2>
+<h3>Complex Type Support in Parquet Scans</h3>
+<p>Comet now supports complex types (Structs, Maps, and Arrays) when reading 
Parquet files. This functionality is not
+yet available when reading Parquet files from Apache Iceberg.</p>
+<p>This functionality was only available in previous releases when manually 
specifying one of the new experimental
+scan implementations. Comet now automatically chooses the best scan 
implementation based on the input schema, and no
+longer requires manual configuration.</p>
+<h3>Complex Type Processing Improvements</h3>
+<p>Numerous improvements have been made to complex type support to ensure 
Spark-compatible behavior when casting between
+structs and accessing fields within deeply nested types.</p>
+<h3>Shuffle Improvements</h3>
+<p>Comet now accelerates a broader range of shuffle operations, leading to 
more queries running fully natively. In
+previous releases, some shuffle operations fell back to Spark to avoid some 
known bugs in Comet, and these bugs have
+now been fixed.</p>
+<h3>New Features</h3>
+<p>Comet 0.9.0 adds support for the following Spark expressions:</p>
+<ul>
+<li>ArrayDistinct</li>
+<li>ArrayMax</li>
+<li>ArrayRepeat</li>
+<li>ArrayUnion</li>
+<li>BitCount</li>
+<li>BitNot</li>
+<li>Expm1</li>
+<li>MapValues</li>
+<li>Signum</li>
+<li>ToPrettyString</li>
+<li>map[]</li>
+</ul>
+<h3>Improved Spark SQL Test Coverage</h3>
+<p>Comet now passes 97% of the Spark SQL test suite, with more than 24,000 
tests passing (based on testing against
+Spark 3.5.6). The remaining 3% of tests are ignored for various reasons, such 
as being too specific to Spark 
+internals, or testing for features that are not relevant to Comet, such as 
whole-stage code generation, which
+is not needed when using a vectorized execution engine.</p>
+<p>This release contains numerous bug fixes to achieve this coverage, 
including improved support for exchange reuse
+when AQE is enabled.</p>
+<style>
+  table {
+    border-collapse: collapse;
+    width: 100%;
+    font-family: sans-serif;
+  }
+
+  th, td {
+    text-align: left;
+    padding: 8px 12px;
+  }
+
+  th {
+    background-color: #f2f2f2;
+    font-weight: bold;
+  }
+
+  td {
+    border-bottom: 1px solid #ddd;
+  }
+
+  tbody tr:last-child td {
+    font-weight: bold;
+    border-top: 2px solid #000;
+  }
+</style>
+<table>
+<thead>
+<tr>
+<th>Module</th>
+<th>Passed</th>
+<th>Ignored</th>
+<th>Canceled</th>
+<th>Total</th>
+</tr>
+</thead>
+<tbody>
+<tr><td>catalyst</td><td>7,232</td><td>5</td><td>1</td><td>7,238</td></tr>
+<tr><td>core-1</td><td>9,186</td><td>246</td><td>6</td><td>9,438</td></tr>
+<tr><td>core-2</td><td>2,649</td><td>393</td><td>0</td><td>3,042</td></tr>
+<tr><td>core-3</td><td>1,757</td><td>136</td><td>16</td><td>1,909</td></tr>
+<tr><td>hive-1</td><td>2,174</td><td>14</td><td>4</td><td>2,192</td></tr>
+<tr><td>hive-2</td><td>19</td><td>1</td><td>4</td><td>24</td></tr>
+<tr><td>hive-3</td><td>1,058</td><td>11</td><td>4</td><td>1,073</td></tr>
+<tr><td><strong>Total</strong></td><td><strong>24,075</strong></td><td><strong>806</strong></td><td><strong>31</strong></td><td><strong>24,912</strong></td></tr>
+</tbody>
+</table>
+<h3>Memory &amp; Performance Tracing</h3>
+<p>Comet now provides a tracing feature for analyzing performance and off-heap 
versus on-heap memory usage. See the
+<a 
href="https://datafusion.apache.org/comet/contributor-guide/tracing.html";>Comet 
Tracing Guide</a> for more information.</p>
+<p><img alt="Comet Tracing" class="img-responsive" 
src="/blog/images/comet-0.9.0/tracing.png" width="100%"/></p>
+<h3>Spark Compatibility</h3>
+<ul>
+<li>Spark 3.4.3 with JDK 11 &amp; 17, Scala 2.12 &amp; 2.13</li>
+<li>Spark 3.5.4 through 3.5.6 with JDK 11 &amp; 17, Scala 2.12 &amp; 2.13</li>
+<li>Experimental support for Spark 4.0.0 with JDK 17, Scala 2.13</li>
+</ul>
+<p>We are looking for help from the community to fully support Spark 4.0.0. 
See <a href="https://github.com/apache/datafusion-comet/issues/1637";>EPIC: 
Support 4.0.0</a> for more information.</p>
+<p>Note that Java 8 support was removed from this release because Apache Arrow 
no longer supports it.</p>
+<h2>Getting Involved</h2>
+<p>The Comet project welcomes new contributors. We use the same <a 
href="https://datafusion.apache.org/contributor-guide/communication.html#slack-and-discord";>Slack
 and Discord</a> channels as the main DataFusion
+project and have a weekly <a 
href="https://docs.google.com/document/d/1NBpkIAuU7O9h8Br5CbFksDhX-L9TyO9wmGLPMe0Plc8/edit?usp=sharing";>DataFusion
 video call</a>.</p>
+<p>The easiest way to get involved is to test Comet with your current Spark 
jobs and file issues for any bugs or
+performance regressions that you find. See the <a 
href="https://datafusion.apache.org/comet/user-guide/installation.html";>Getting 
Started</a> guide for instructions on downloading and installing
+Comet.</p>
+<p>There are also many <a 
href="https://github.com/apache/datafusion-comet/contribute";>good first 
issues</a> waiting for contributions.</p>
+        </div>
+      </div>
+    </div>    
+    <!-- footer -->
+    <div class="row">
+      <div class="large-12 medium-12 columns">
+        <p style="font-style: italic; font-size: 0.8rem; text-align: center;">
+          Copyright 2025, <a href="https://www.apache.org/";>The Apache 
Software Foundation</a>, Licensed under the <a 
href="https://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version 
2.0</a>.<br/>
+          Apache&reg; and the Apache feather logo are trademarks of The Apache 
Software Foundation.
+        </p>
+      </div>
+    </div>
+    <script src="/blog/js/bootstrap.bundle.min.js"></script>  </main>
+  </body>
+</html>
diff --git a/output/author/pmc.html b/output/author/pmc.html
index 33ebb44..baf3c34 100644
--- a/output/author/pmc.html
+++ b/output/author/pmc.html
@@ -47,6 +47,46 @@
             <p><i>Here you can find the latest updates from DataFusion and 
related projects.</i></p>
 
 
+    <!-- Post -->
+    <div class="row">
+        <div class="callout">
+            <article class="post">
+                <header>
+                    <div class="title">
+                        <h1><a 
href="/blog/2025/07/01/datafusion-comet-0.9.0">Apache DataFusion Comet 0.9.0 
Release</a></h1>
+                        <p>Posted on: Tue 01 July 2025 by pmc</p>
+                        <p><!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+<p>The Apache DataFusion PMC is pleased to announce version 0.9.0 of the <a 
href="https://datafusion.apache.org/comet/";>Comet</a> subproject.</p>
+<p>Comet is an accelerator for Apache Spark that translates Spark physical 
plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code changes.</p>
+<p>This release covers approximately ten weeks of development …</p></p>
+                        <footer>
+                            <ul class="actions">
+                                <div style="text-align: right"><a 
href="/blog/2025/07/01/datafusion-comet-0.9.0" class="button medium">Continue 
Reading</a></div>
+                            </ul>
+                            <ul class="stats">
+                            </ul>
+                        </footer>
+            </article>
+        </div>
+    </div>
     <!-- Post -->
     <div class="row">
         <div class="callout">
diff --git a/output/category/blog.html b/output/category/blog.html
index 3a118ec..279af8b 100644
--- a/output/category/blog.html
+++ b/output/category/blog.html
@@ -47,6 +47,46 @@
             <p><i>Here you can find the latest updates from DataFusion and 
related projects.</i></p>
 
 
+    <!-- Post -->
+    <div class="row">
+        <div class="callout">
+            <article class="post">
+                <header>
+                    <div class="title">
+                        <h1><a 
href="/blog/2025/07/01/datafusion-comet-0.9.0">Apache DataFusion Comet 0.9.0 
Release</a></h1>
+                        <p>Posted on: Tue 01 July 2025 by pmc</p>
+                        <p><!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+<p>The Apache DataFusion PMC is pleased to announce version 0.9.0 of the <a 
href="https://datafusion.apache.org/comet/";>Comet</a> subproject.</p>
+<p>Comet is an accelerator for Apache Spark that translates Spark physical 
plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code changes.</p>
+<p>This release covers approximately ten weeks of development …</p></p>
+                        <footer>
+                            <ul class="actions">
+                                <div style="text-align: right"><a 
href="/blog/2025/07/01/datafusion-comet-0.9.0" class="button medium">Continue 
Reading</a></div>
+                            </ul>
+                            <ul class="stats">
+                            </ul>
+                        </footer>
+            </article>
+        </div>
+    </div>
     <!-- Post -->
     <div class="row">
         <div class="callout">
diff --git a/output/feed.xml b/output/feed.xml
index c0200ad..72bdc22 100644
--- a/output/feed.xml
+++ b/output/feed.xml
@@ -1,5 +1,26 @@
 <?xml version="1.0" encoding="utf-8"?>
-<rss version="2.0"><channel><title>Apache DataFusion 
Blog</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Mon,
 30 Jun 2025 00:00:00 +0000</lastBuildDate><item><title>Using Rust async for 
Query Execution and Cancelling Long-Running 
Queries</title><link>https://datafusion.apache.org/blog/2025/06/30/cancellation</link><description>&lt;!--
+<rss version="2.0"><channel><title>Apache DataFusion 
Blog</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Tue,
 01 Jul 2025 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion Comet 
0.9.0 
Release</title><link>https://datafusion.apache.org/blog/2025/07/01/datafusion-comet-0.9.0</link><description>&lt;!--
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development 
…&lt;/p&gt;</description><dc:creator 
xmlns:dc="http://purl.org/dc/elements/1.1/";>pmc</dc:creator><pubDate>Tue, 01 
Jul 2025 00:00:00 +0000</pubDate><guid 
isPermaLink="false">tag:datafusion.apache.org,2025-07-01:/blog/2025/07/01/datafusion-comet-0.9.0</guid><category>blog</category></item><item><title>Using
 Rust async for Query Execution and Cancelling Long-Running 
Queries</title><link>https://datafusion.apache.org/blog/20 [...]
 {% comment %}
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
diff --git a/output/feeds/all-en.atom.xml b/output/feeds/all-en.atom.xml
index 8e88b65..8cc1b8a 100644
--- a/output/feeds/all-en.atom.xml
+++ b/output/feeds/all-en.atom.xml
@@ -1,5 +1,150 @@
 <?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion 
Blog</title><link href="https://datafusion.apache.org/blog/"; 
rel="alternate"></link><link 
href="https://datafusion.apache.org/blog/feeds/all-en.atom.xml"; 
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-06-30T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Using
 Rust async for Query Execution and Cancelling Long-Running 
Queries</title><link href="https://datafusion.apache.org/blog/202 [...]
+<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion 
Blog</title><link href="https://datafusion.apache.org/blog/"; 
rel="alternate"></link><link 
href="https://datafusion.apache.org/blog/feeds/all-en.atom.xml"; 
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-07-01T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
 DataFusion Comet 0.9.0 Release</title><link 
href="https://datafusion.apache.org/blog/2025/07/01/datafusion-comet-0.9.0"; rel 
[...]
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development 
…&lt;/p&gt;</summary><content type="html">&lt;!--
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development work and 
is the result of merging 139 PRs from 24
+contributors. See the &lt;a 
href="https://github.com/apache/datafusion-comet/blob/main/dev/changelog/0.9.0.md"&gt;change
 log&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;h2&gt;Release Highlights&lt;/h2&gt;
+&lt;h3&gt;Complex Type Support in Parquet Scans&lt;/h3&gt;
+&lt;p&gt;Comet now supports complex types (Structs, Maps, and Arrays) when 
reading Parquet files. This functionality is not
+yet available when reading Parquet files from Apache Iceberg.&lt;/p&gt;
+&lt;p&gt;This functionality was only available in previous releases when 
manually specifying one of the new experimental
+scan implementations. Comet now automatically chooses the best scan 
implementation based on the input schema, and no
+longer requires manual configuration.&lt;/p&gt;
+&lt;h3&gt;Complex Type Processing Improvements&lt;/h3&gt;
+&lt;p&gt;Numerous improvements have been made to complex type support to 
ensure Spark-compatible behavior when casting between
+structs and accessing fields within deeply nested types.&lt;/p&gt;
+&lt;h3&gt;Shuffle Improvements&lt;/h3&gt;
+&lt;p&gt;Comet now accelerates a broader range of shuffle operations, leading 
to more queries running fully natively. In
+previous releases, some shuffle operations fell back to Spark to avoid some 
known bugs in Comet, and these bugs have
+now been fixed.&lt;/p&gt;
+&lt;h3&gt;New Features&lt;/h3&gt;
+&lt;p&gt;Comet 0.9.0 adds support for the following Spark 
expressions:&lt;/p&gt;
+&lt;ul&gt;
+&lt;li&gt;ArrayDistinct&lt;/li&gt;
+&lt;li&gt;ArrayMax&lt;/li&gt;
+&lt;li&gt;ArrayRepeat&lt;/li&gt;
+&lt;li&gt;ArrayUnion&lt;/li&gt;
+&lt;li&gt;BitCount&lt;/li&gt;
+&lt;li&gt;BitNot&lt;/li&gt;
+&lt;li&gt;Expm1&lt;/li&gt;
+&lt;li&gt;MapValues&lt;/li&gt;
+&lt;li&gt;Signum&lt;/li&gt;
+&lt;li&gt;ToPrettyString&lt;/li&gt;
+&lt;li&gt;map[]&lt;/li&gt;
+&lt;/ul&gt;
+&lt;h3&gt;Improved Spark SQL Test Coverage&lt;/h3&gt;
+&lt;p&gt;Comet now passes 97% of the Spark SQL test suite, with more than 
24,000 tests passing (based on testing against
+Spark 3.5.6). The remaining 3% of tests are ignored for various reasons, such 
as being too specific to Spark 
+internals, or testing for features that are not relevant to Comet, such as 
whole-stage code generation, which
+is not needed when using a vectorized execution engine.&lt;/p&gt;
+&lt;p&gt;This release contains numerous bug fixes to achieve this coverage, 
including improved support for exchange reuse
+when AQE is enabled.&lt;/p&gt;
+&lt;style&gt;
+  table {
+    border-collapse: collapse;
+    width: 100%;
+    font-family: sans-serif;
+  }
+
+  th, td {
+    text-align: left;
+    padding: 8px 12px;
+  }
+
+  th {
+    background-color: #f2f2f2;
+    font-weight: bold;
+  }
+
+  td {
+    border-bottom: 1px solid #ddd;
+  }
+
+  tbody tr:last-child td {
+    font-weight: bold;
+    border-top: 2px solid #000;
+  }
+&lt;/style&gt;
+&lt;table&gt;
+&lt;thead&gt;
+&lt;tr&gt;
+&lt;th&gt;Module&lt;/th&gt;
+&lt;th&gt;Passed&lt;/th&gt;
+&lt;th&gt;Ignored&lt;/th&gt;
+&lt;th&gt;Canceled&lt;/th&gt;
+&lt;th&gt;Total&lt;/th&gt;
+&lt;/tr&gt;
+&lt;/thead&gt;
+&lt;tbody&gt;
+&lt;tr&gt;&lt;td&gt;catalyst&lt;/td&gt;&lt;td&gt;7,232&lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;7,238&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-1&lt;/td&gt;&lt;td&gt;9,186&lt;/td&gt;&lt;td&gt;246&lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;9,438&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-2&lt;/td&gt;&lt;td&gt;2,649&lt;/td&gt;&lt;td&gt;393&lt;/td&gt;&lt;td&gt;0&lt;/td&gt;&lt;td&gt;3,042&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-3&lt;/td&gt;&lt;td&gt;1,757&lt;/td&gt;&lt;td&gt;136&lt;/td&gt;&lt;td&gt;16&lt;/td&gt;&lt;td&gt;1,909&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-1&lt;/td&gt;&lt;td&gt;2,174&lt;/td&gt;&lt;td&gt;14&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;2,192&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-2&lt;/td&gt;&lt;td&gt;19&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;24&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-3&lt;/td&gt;&lt;td&gt;1,058&lt;/td&gt;&lt;td&gt;11&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;1,073&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;&lt;strong&gt;Total&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;24,075&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;806&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;31&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;24,912&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;
+&lt;/tbody&gt;
+&lt;/table&gt;
+&lt;h3&gt;Memory &amp;amp; Performance Tracing&lt;/h3&gt;
+&lt;p&gt;Comet now provides a tracing feature for analyzing performance and 
off-heap versus on-heap memory usage. See the
+&lt;a 
href="https://datafusion.apache.org/comet/contributor-guide/tracing.html"&gt;Comet
 Tracing Guide&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;p&gt;&lt;img alt="Comet Tracing" class="img-responsive" 
src="/blog/images/comet-0.9.0/tracing.png" width="100%"/&gt;&lt;/p&gt;
+&lt;h3&gt;Spark Compatibility&lt;/h3&gt;
+&lt;ul&gt;
+&lt;li&gt;Spark 3.4.3 with JDK 11 &amp;amp; 17, Scala 2.12 &amp;amp; 
2.13&lt;/li&gt;
+&lt;li&gt;Spark 3.5.4 through 3.5.6 with JDK 11 &amp;amp; 17, Scala 2.12 
&amp;amp; 2.13&lt;/li&gt;
+&lt;li&gt;Experimental support for Spark 4.0.0 with JDK 17, Scala 
2.13&lt;/li&gt;
+&lt;/ul&gt;
+&lt;p&gt;We are looking for help from the community to fully support Spark 
4.0.0. See &lt;a 
href="https://github.com/apache/datafusion-comet/issues/1637"&gt;EPIC: Support 
4.0.0&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;p&gt;Note that Java 8 support was removed from this release because Apache 
Arrow no longer supports it.&lt;/p&gt;
+&lt;h2&gt;Getting Involved&lt;/h2&gt;
+&lt;p&gt;The Comet project welcomes new contributors. We use the same &lt;a 
href="https://datafusion.apache.org/contributor-guide/communication.html#slack-and-discord"&gt;Slack
 and Discord&lt;/a&gt; channels as the main DataFusion
+project and have a weekly &lt;a 
href="https://docs.google.com/document/d/1NBpkIAuU7O9h8Br5CbFksDhX-L9TyO9wmGLPMe0Plc8/edit?usp=sharing"&gt;DataFusion
 video call&lt;/a&gt;.&lt;/p&gt;
+&lt;p&gt;The easiest way to get involved is to test Comet with your current 
Spark jobs and file issues for any bugs or
+performance regressions that you find. See the &lt;a 
href="https://datafusion.apache.org/comet/user-guide/installation.html"&gt;Getting
 Started&lt;/a&gt; guide for instructions on downloading and installing
+Comet.&lt;/p&gt;
+&lt;p&gt;There are also many &lt;a 
href="https://github.com/apache/datafusion-comet/contribute"&gt;good first 
issues&lt;/a&gt; waiting for contributions.&lt;/p&gt;</content><category 
term="blog"></category></entry><entry><title>Using Rust async for Query 
Execution and Cancelling Long-Running Queries</title><link 
href="https://datafusion.apache.org/blog/2025/06/30/cancellation"; 
rel="alternate"></link><published>2025-06-30T00:00:00+00:00</published><updated>2025-06-30T00:00:00+00:00</updat
 [...]
 {% comment %}
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
diff --git a/output/feeds/blog.atom.xml b/output/feeds/blog.atom.xml
index 5c523c8..ca97bcb 100644
--- a/output/feeds/blog.atom.xml
+++ b/output/feeds/blog.atom.xml
@@ -1,5 +1,150 @@
 <?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog - 
blog</title><link href="https://datafusion.apache.org/blog/"; 
rel="alternate"></link><link 
href="https://datafusion.apache.org/blog/feeds/blog.atom.xml"; 
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-06-30T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Using
 Rust async for Query Execution and Cancelling Long-Running 
Queries</title><link href="https://datafusion.apache.org/blo [...]
+<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog - 
blog</title><link href="https://datafusion.apache.org/blog/"; 
rel="alternate"></link><link 
href="https://datafusion.apache.org/blog/feeds/blog.atom.xml"; 
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-07-01T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
 DataFusion Comet 0.9.0 Release</title><link 
href="https://datafusion.apache.org/blog/2025/07/01/datafusion-comet-0.9.0 [...]
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development 
…&lt;/p&gt;</summary><content type="html">&lt;!--
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development work and 
is the result of merging 139 PRs from 24
+contributors. See the &lt;a 
href="https://github.com/apache/datafusion-comet/blob/main/dev/changelog/0.9.0.md"&gt;change
 log&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;h2&gt;Release Highlights&lt;/h2&gt;
+&lt;h3&gt;Complex Type Support in Parquet Scans&lt;/h3&gt;
+&lt;p&gt;Comet now supports complex types (Structs, Maps, and Arrays) when 
reading Parquet files. This functionality is not
+yet available when reading Parquet files from Apache Iceberg.&lt;/p&gt;
+&lt;p&gt;This functionality was only available in previous releases when 
manually specifying one of the new experimental
+scan implementations. Comet now automatically chooses the best scan 
implementation based on the input schema, and no
+longer requires manual configuration.&lt;/p&gt;
+&lt;h3&gt;Complex Type Processing Improvements&lt;/h3&gt;
+&lt;p&gt;Numerous improvements have been made to complex type support to 
ensure Spark-compatible behavior when casting between
+structs and accessing fields within deeply nested types.&lt;/p&gt;
+&lt;h3&gt;Shuffle Improvements&lt;/h3&gt;
+&lt;p&gt;Comet now accelerates a broader range of shuffle operations, leading 
to more queries running fully natively. In
+previous releases, some shuffle operations fell back to Spark to avoid some 
known bugs in Comet, and these bugs have
+now been fixed.&lt;/p&gt;
+&lt;h3&gt;New Features&lt;/h3&gt;
+&lt;p&gt;Comet 0.9.0 adds support for the following Spark 
expressions:&lt;/p&gt;
+&lt;ul&gt;
+&lt;li&gt;ArrayDistinct&lt;/li&gt;
+&lt;li&gt;ArrayMax&lt;/li&gt;
+&lt;li&gt;ArrayRepeat&lt;/li&gt;
+&lt;li&gt;ArrayUnion&lt;/li&gt;
+&lt;li&gt;BitCount&lt;/li&gt;
+&lt;li&gt;BitNot&lt;/li&gt;
+&lt;li&gt;Expm1&lt;/li&gt;
+&lt;li&gt;MapValues&lt;/li&gt;
+&lt;li&gt;Signum&lt;/li&gt;
+&lt;li&gt;ToPrettyString&lt;/li&gt;
+&lt;li&gt;map[]&lt;/li&gt;
+&lt;/ul&gt;
+&lt;h3&gt;Improved Spark SQL Test Coverage&lt;/h3&gt;
+&lt;p&gt;Comet now passes 97% of the Spark SQL test suite, with more than 
24,000 tests passing (based on testing against
+Spark 3.5.6). The remaining 3% of tests are ignored for various reasons, such 
as being too specific to Spark 
+internals, or testing for features that are not relevant to Comet, such as 
whole-stage code generation, which
+is not needed when using a vectorized execution engine.&lt;/p&gt;
+&lt;p&gt;This release contains numerous bug fixes to achieve this coverage, 
including improved support for exchange reuse
+when AQE is enabled.&lt;/p&gt;
+&lt;style&gt;
+  table {
+    border-collapse: collapse;
+    width: 100%;
+    font-family: sans-serif;
+  }
+
+  th, td {
+    text-align: left;
+    padding: 8px 12px;
+  }
+
+  th {
+    background-color: #f2f2f2;
+    font-weight: bold;
+  }
+
+  td {
+    border-bottom: 1px solid #ddd;
+  }
+
+  tbody tr:last-child td {
+    font-weight: bold;
+    border-top: 2px solid #000;
+  }
+&lt;/style&gt;
+&lt;table&gt;
+&lt;thead&gt;
+&lt;tr&gt;
+&lt;th&gt;Module&lt;/th&gt;
+&lt;th&gt;Passed&lt;/th&gt;
+&lt;th&gt;Ignored&lt;/th&gt;
+&lt;th&gt;Canceled&lt;/th&gt;
+&lt;th&gt;Total&lt;/th&gt;
+&lt;/tr&gt;
+&lt;/thead&gt;
+&lt;tbody&gt;
+&lt;tr&gt;&lt;td&gt;catalyst&lt;/td&gt;&lt;td&gt;7,232&lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;7,238&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-1&lt;/td&gt;&lt;td&gt;9,186&lt;/td&gt;&lt;td&gt;246&lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;9,438&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-2&lt;/td&gt;&lt;td&gt;2,649&lt;/td&gt;&lt;td&gt;393&lt;/td&gt;&lt;td&gt;0&lt;/td&gt;&lt;td&gt;3,042&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-3&lt;/td&gt;&lt;td&gt;1,757&lt;/td&gt;&lt;td&gt;136&lt;/td&gt;&lt;td&gt;16&lt;/td&gt;&lt;td&gt;1,909&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-1&lt;/td&gt;&lt;td&gt;2,174&lt;/td&gt;&lt;td&gt;14&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;2,192&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-2&lt;/td&gt;&lt;td&gt;19&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;24&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-3&lt;/td&gt;&lt;td&gt;1,058&lt;/td&gt;&lt;td&gt;11&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;1,073&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;&lt;strong&gt;Total&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;24,075&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;806&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;31&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;24,912&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;
+&lt;/tbody&gt;
+&lt;/table&gt;
+&lt;h3&gt;Memory &amp;amp; Performance Tracing&lt;/h3&gt;
+&lt;p&gt;Comet now provides a tracing feature for analyzing performance and 
off-heap versus on-heap memory usage. See the
+&lt;a 
href="https://datafusion.apache.org/comet/contributor-guide/tracing.html"&gt;Comet
 Tracing Guide&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;p&gt;&lt;img alt="Comet Tracing" class="img-responsive" 
src="/blog/images/comet-0.9.0/tracing.png" width="100%"/&gt;&lt;/p&gt;
+&lt;h3&gt;Spark Compatibility&lt;/h3&gt;
+&lt;ul&gt;
+&lt;li&gt;Spark 3.4.3 with JDK 11 &amp;amp; 17, Scala 2.12 &amp;amp; 
2.13&lt;/li&gt;
+&lt;li&gt;Spark 3.5.4 through 3.5.6 with JDK 11 &amp;amp; 17, Scala 2.12 
&amp;amp; 2.13&lt;/li&gt;
+&lt;li&gt;Experimental support for Spark 4.0.0 with JDK 17, Scala 
2.13&lt;/li&gt;
+&lt;/ul&gt;
+&lt;p&gt;We are looking for help from the community to fully support Spark 
4.0.0. See &lt;a 
href="https://github.com/apache/datafusion-comet/issues/1637"&gt;EPIC: Support 
4.0.0&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;p&gt;Note that Java 8 support was removed from this release because Apache 
Arrow no longer supports it.&lt;/p&gt;
+&lt;h2&gt;Getting Involved&lt;/h2&gt;
+&lt;p&gt;The Comet project welcomes new contributors. We use the same &lt;a 
href="https://datafusion.apache.org/contributor-guide/communication.html#slack-and-discord"&gt;Slack
 and Discord&lt;/a&gt; channels as the main DataFusion
+project and have a weekly &lt;a 
href="https://docs.google.com/document/d/1NBpkIAuU7O9h8Br5CbFksDhX-L9TyO9wmGLPMe0Plc8/edit?usp=sharing"&gt;DataFusion
 video call&lt;/a&gt;.&lt;/p&gt;
+&lt;p&gt;The easiest way to get involved is to test Comet with your current 
Spark jobs and file issues for any bugs or
+performance regressions that you find. See the &lt;a 
href="https://datafusion.apache.org/comet/user-guide/installation.html"&gt;Getting
 Started&lt;/a&gt; guide for instructions on downloading and installing
+Comet.&lt;/p&gt;
+&lt;p&gt;There are also many &lt;a 
href="https://github.com/apache/datafusion-comet/contribute"&gt;good first 
issues&lt;/a&gt; waiting for contributions.&lt;/p&gt;</content><category 
term="blog"></category></entry><entry><title>Using Rust async for Query 
Execution and Cancelling Long-Running Queries</title><link 
href="https://datafusion.apache.org/blog/2025/06/30/cancellation"; 
rel="alternate"></link><published>2025-06-30T00:00:00+00:00</published><updated>2025-06-30T00:00:00+00:00</updat
 [...]
 {% comment %}
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
diff --git a/output/feeds/pmc.atom.xml b/output/feeds/pmc.atom.xml
index c338c99..7c27d73 100644
--- a/output/feeds/pmc.atom.xml
+++ b/output/feeds/pmc.atom.xml
@@ -1,5 +1,150 @@
 <?xml version="1.0" encoding="utf-8"?>
-<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog - 
pmc</title><link href="https://datafusion.apache.org/blog/"; 
rel="alternate"></link><link 
href="https://datafusion.apache.org/blog/feeds/pmc.atom.xml"; 
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-05-06T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
 DataFusion Comet 0.8.0 Release</title><link 
href="https://datafusion.apache.org/blog/2025/05/06/datafusion-comet-0.8.0";  
[...]
+<feed xmlns="http://www.w3.org/2005/Atom";><title>Apache DataFusion Blog - 
pmc</title><link href="https://datafusion.apache.org/blog/"; 
rel="alternate"></link><link 
href="https://datafusion.apache.org/blog/feeds/pmc.atom.xml"; 
rel="self"></link><id>https://datafusion.apache.org/blog/</id><updated>2025-07-01T00:00:00+00:00</updated><subtitle></subtitle><entry><title>Apache
 DataFusion Comet 0.9.0 Release</title><link 
href="https://datafusion.apache.org/blog/2025/07/01/datafusion-comet-0.9.0";  
[...]
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development 
…&lt;/p&gt;</summary><content type="html">&lt;!--
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development work and 
is the result of merging 139 PRs from 24
+contributors. See the &lt;a 
href="https://github.com/apache/datafusion-comet/blob/main/dev/changelog/0.9.0.md"&gt;change
 log&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;h2&gt;Release Highlights&lt;/h2&gt;
+&lt;h3&gt;Complex Type Support in Parquet Scans&lt;/h3&gt;
+&lt;p&gt;Comet now supports complex types (Structs, Maps, and Arrays) when 
reading Parquet files. This functionality is not
+yet available when reading Parquet files from Apache Iceberg.&lt;/p&gt;
+&lt;p&gt;This functionality was only available in previous releases when 
manually specifying one of the new experimental
+scan implementations. Comet now automatically chooses the best scan 
implementation based on the input schema, and no
+longer requires manual configuration.&lt;/p&gt;
+&lt;h3&gt;Complex Type Processing Improvements&lt;/h3&gt;
+&lt;p&gt;Numerous improvements have been made to complex type support to 
ensure Spark-compatible behavior when casting between
+structs and accessing fields within deeply nested types.&lt;/p&gt;
+&lt;h3&gt;Shuffle Improvements&lt;/h3&gt;
+&lt;p&gt;Comet now accelerates a broader range of shuffle operations, leading 
to more queries running fully natively. In
+previous releases, some shuffle operations fell back to Spark to avoid some 
known bugs in Comet, and these bugs have
+now been fixed.&lt;/p&gt;
+&lt;h3&gt;New Features&lt;/h3&gt;
+&lt;p&gt;Comet 0.9.0 adds support for the following Spark 
expressions:&lt;/p&gt;
+&lt;ul&gt;
+&lt;li&gt;ArrayDistinct&lt;/li&gt;
+&lt;li&gt;ArrayMax&lt;/li&gt;
+&lt;li&gt;ArrayRepeat&lt;/li&gt;
+&lt;li&gt;ArrayUnion&lt;/li&gt;
+&lt;li&gt;BitCount&lt;/li&gt;
+&lt;li&gt;BitNot&lt;/li&gt;
+&lt;li&gt;Expm1&lt;/li&gt;
+&lt;li&gt;MapValues&lt;/li&gt;
+&lt;li&gt;Signum&lt;/li&gt;
+&lt;li&gt;ToPrettyString&lt;/li&gt;
+&lt;li&gt;map[]&lt;/li&gt;
+&lt;/ul&gt;
+&lt;h3&gt;Improved Spark SQL Test Coverage&lt;/h3&gt;
+&lt;p&gt;Comet now passes 97% of the Spark SQL test suite, with more than 
24,000 tests passing (based on testing against
+Spark 3.5.6). The remaining 3% of tests are ignored for various reasons, such 
as being too specific to Spark 
+internals, or testing for features that are not relevant to Comet, such as 
whole-stage code generation, which
+is not needed when using a vectorized execution engine.&lt;/p&gt;
+&lt;p&gt;This release contains numerous bug fixes to achieve this coverage, 
including improved support for exchange reuse
+when AQE is enabled.&lt;/p&gt;
+&lt;style&gt;
+  table {
+    border-collapse: collapse;
+    width: 100%;
+    font-family: sans-serif;
+  }
+
+  th, td {
+    text-align: left;
+    padding: 8px 12px;
+  }
+
+  th {
+    background-color: #f2f2f2;
+    font-weight: bold;
+  }
+
+  td {
+    border-bottom: 1px solid #ddd;
+  }
+
+  tbody tr:last-child td {
+    font-weight: bold;
+    border-top: 2px solid #000;
+  }
+&lt;/style&gt;
+&lt;table&gt;
+&lt;thead&gt;
+&lt;tr&gt;
+&lt;th&gt;Module&lt;/th&gt;
+&lt;th&gt;Passed&lt;/th&gt;
+&lt;th&gt;Ignored&lt;/th&gt;
+&lt;th&gt;Canceled&lt;/th&gt;
+&lt;th&gt;Total&lt;/th&gt;
+&lt;/tr&gt;
+&lt;/thead&gt;
+&lt;tbody&gt;
+&lt;tr&gt;&lt;td&gt;catalyst&lt;/td&gt;&lt;td&gt;7,232&lt;/td&gt;&lt;td&gt;5&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;7,238&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-1&lt;/td&gt;&lt;td&gt;9,186&lt;/td&gt;&lt;td&gt;246&lt;/td&gt;&lt;td&gt;6&lt;/td&gt;&lt;td&gt;9,438&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-2&lt;/td&gt;&lt;td&gt;2,649&lt;/td&gt;&lt;td&gt;393&lt;/td&gt;&lt;td&gt;0&lt;/td&gt;&lt;td&gt;3,042&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;core-3&lt;/td&gt;&lt;td&gt;1,757&lt;/td&gt;&lt;td&gt;136&lt;/td&gt;&lt;td&gt;16&lt;/td&gt;&lt;td&gt;1,909&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-1&lt;/td&gt;&lt;td&gt;2,174&lt;/td&gt;&lt;td&gt;14&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;2,192&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-2&lt;/td&gt;&lt;td&gt;19&lt;/td&gt;&lt;td&gt;1&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;24&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;hive-3&lt;/td&gt;&lt;td&gt;1,058&lt;/td&gt;&lt;td&gt;11&lt;/td&gt;&lt;td&gt;4&lt;/td&gt;&lt;td&gt;1,073&lt;/td&gt;&lt;/tr&gt;
+&lt;tr&gt;&lt;td&gt;&lt;strong&gt;Total&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;24,075&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;806&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;31&lt;/strong&gt;&lt;/td&gt;&lt;td&gt;&lt;strong&gt;24,912&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;
+&lt;/tbody&gt;
+&lt;/table&gt;
+&lt;h3&gt;Memory &amp;amp; Performance Tracing&lt;/h3&gt;
+&lt;p&gt;Comet now provides a tracing feature for analyzing performance and 
off-heap versus on-heap memory usage. See the
+&lt;a 
href="https://datafusion.apache.org/comet/contributor-guide/tracing.html"&gt;Comet
 Tracing Guide&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;p&gt;&lt;img alt="Comet Tracing" class="img-responsive" 
src="/blog/images/comet-0.9.0/tracing.png" width="100%"/&gt;&lt;/p&gt;
+&lt;h3&gt;Spark Compatibility&lt;/h3&gt;
+&lt;ul&gt;
+&lt;li&gt;Spark 3.4.3 with JDK 11 &amp;amp; 17, Scala 2.12 &amp;amp; 
2.13&lt;/li&gt;
+&lt;li&gt;Spark 3.5.4 through 3.5.6 with JDK 11 &amp;amp; 17, Scala 2.12 
&amp;amp; 2.13&lt;/li&gt;
+&lt;li&gt;Experimental support for Spark 4.0.0 with JDK 17, Scala 
2.13&lt;/li&gt;
+&lt;/ul&gt;
+&lt;p&gt;We are looking for help from the community to fully support Spark 
4.0.0. See &lt;a 
href="https://github.com/apache/datafusion-comet/issues/1637"&gt;EPIC: Support 
4.0.0&lt;/a&gt; for more information.&lt;/p&gt;
+&lt;p&gt;Note that Java 8 support was removed from this release because Apache 
Arrow no longer supports it.&lt;/p&gt;
+&lt;h2&gt;Getting Involved&lt;/h2&gt;
+&lt;p&gt;The Comet project welcomes new contributors. We use the same &lt;a 
href="https://datafusion.apache.org/contributor-guide/communication.html#slack-and-discord"&gt;Slack
 and Discord&lt;/a&gt; channels as the main DataFusion
+project and have a weekly &lt;a 
href="https://docs.google.com/document/d/1NBpkIAuU7O9h8Br5CbFksDhX-L9TyO9wmGLPMe0Plc8/edit?usp=sharing"&gt;DataFusion
 video call&lt;/a&gt;.&lt;/p&gt;
+&lt;p&gt;The easiest way to get involved is to test Comet with your current 
Spark jobs and file issues for any bugs or
+performance regressions that you find. See the &lt;a 
href="https://datafusion.apache.org/comet/user-guide/installation.html"&gt;Getting
 Started&lt;/a&gt; guide for instructions on downloading and installing
+Comet.&lt;/p&gt;
+&lt;p&gt;There are also many &lt;a 
href="https://github.com/apache/datafusion-comet/contribute"&gt;good first 
issues&lt;/a&gt; waiting for contributions.&lt;/p&gt;</content><category 
term="blog"></category></entry><entry><title>Apache DataFusion Comet 0.8.0 
Release</title><link 
href="https://datafusion.apache.org/blog/2025/05/06/datafusion-comet-0.8.0"; 
rel="alternate"></link><published>2025-05-06T00:00:00+00:00</published><updated>2025-05-06T00:00:00+00:00</updated><author><name>pmc</nam
 [...]
 {% comment %}
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
diff --git a/output/feeds/pmc.rss.xml b/output/feeds/pmc.rss.xml
index b7a4fe1..53713b7 100644
--- a/output/feeds/pmc.rss.xml
+++ b/output/feeds/pmc.rss.xml
@@ -1,5 +1,26 @@
 <?xml version="1.0" encoding="utf-8"?>
-<rss version="2.0"><channel><title>Apache DataFusion Blog - 
pmc</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Tue,
 06 May 2025 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion Comet 
0.8.0 
Release</title><link>https://datafusion.apache.org/blog/2025/05/06/datafusion-comet-0.8.0</link><description>&lt;!--
+<rss version="2.0"><channel><title>Apache DataFusion Blog - 
pmc</title><link>https://datafusion.apache.org/blog/</link><description></description><lastBuildDate>Tue,
 01 Jul 2025 00:00:00 +0000</lastBuildDate><item><title>Apache DataFusion Comet 
0.9.0 
Release</title><link>https://datafusion.apache.org/blog/2025/07/01/datafusion-comet-0.9.0</link><description>&lt;!--
+{% comment %}
+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.
+{% endcomment %}
+--&gt;
+&lt;p&gt;The Apache DataFusion PMC is pleased to announce version 0.9.0 of the 
&lt;a href="https://datafusion.apache.org/comet/"&gt;Comet&lt;/a&gt; 
subproject.&lt;/p&gt;
+&lt;p&gt;Comet is an accelerator for Apache Spark that translates Spark 
physical plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code 
changes.&lt;/p&gt;
+&lt;p&gt;This release covers approximately ten weeks of development 
…&lt;/p&gt;</description><dc:creator 
xmlns:dc="http://purl.org/dc/elements/1.1/";>pmc</dc:creator><pubDate>Tue, 01 
Jul 2025 00:00:00 +0000</pubDate><guid 
isPermaLink="false">tag:datafusion.apache.org,2025-07-01:/blog/2025/07/01/datafusion-comet-0.9.0</guid><category>blog</category></item><item><title>Apache
 DataFusion Comet 0.8.0 
Release</title><link>https://datafusion.apache.org/blog/2025/05/06/datafusion-comet-0.8.0</li
 [...]
 {% comment %}
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
diff --git a/output/images/comet-0.9.0/tracing.png 
b/output/images/comet-0.9.0/tracing.png
new file mode 100644
index 0000000..3311ba5
Binary files /dev/null and b/output/images/comet-0.9.0/tracing.png differ
diff --git a/output/index.html b/output/index.html
index 92acc07..83908d4 100644
--- a/output/index.html
+++ b/output/index.html
@@ -44,6 +44,46 @@
             <p><i>Here you can find the latest updates from DataFusion and 
related projects.</i></p>
 
 
+    <!-- Post -->
+    <div class="row">
+        <div class="callout">
+            <article class="post">
+                <header>
+                    <div class="title">
+                        <h1><a 
href="/blog/2025/07/01/datafusion-comet-0.9.0">Apache DataFusion Comet 0.9.0 
Release</a></h1>
+                        <p>Posted on: Tue 01 July 2025 by pmc</p>
+                        <p><!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+<p>The Apache DataFusion PMC is pleased to announce version 0.9.0 of the <a 
href="https://datafusion.apache.org/comet/";>Comet</a> subproject.</p>
+<p>Comet is an accelerator for Apache Spark that translates Spark physical 
plans to DataFusion physical plans for
+improved performance and efficiency without requiring any code changes.</p>
+<p>This release covers approximately ten weeks of development …</p></p>
+                        <footer>
+                            <ul class="actions">
+                                <div style="text-align: right"><a 
href="/blog/2025/07/01/datafusion-comet-0.9.0" class="button medium">Continue 
Reading</a></div>
+                            </ul>
+                            <ul class="stats">
+                            </ul>
+                        </footer>
+            </article>
+        </div>
+    </div>
     <!-- Post -->
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