(beam) branch asf-site updated: Publishing website 2026/03/24 05:57:28 at commit 90a7db1

[gi...@apache.org]

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


The following commit(s) were added to refs/heads/asf-site by this push:
     new 04e5f67e96b Publishing website 2026/03/24 05:57:28 at commit 90a7db1
04e5f67e96b is described below

commit 04e5f67e96b0a7ea98bf83a1066b77e93cdd70cf
Author: runner <ru...@main-runner-vplcm-zktbc>
AuthorDate: Tue Mar 24 05:57:29 2026 +0000

    Publishing website 2026/03/24 05:57:28 at commit 90a7db1
---
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 website/generated-content/get-started/index.xml    | 10 +++----
 .../get-started/mobile-gaming-example/index.html   | 12 ++++----
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 241 files changed, 279 insertions(+), 253 deletions(-)

diff --git a/website/generated-content/about/index.html b/website/generated-content/about/index.html
index 4379e614959..67563da2410 100644
--- a/website/generated-content/about/index.html
+++ b/website/generated-content/about/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-<img class=about-graph-img-mobile src=/images/batch_stream_processing_mobile.png alt="Batch and Stream Processing"></div><br><br><p>Apache Beam is the future of data processing because it provides:<br><br></p><div class="icon-list list--about"><div class=list-item><div class="list-item-icon list-item-icon--about"><svg width="96" height="96" viewBox="0 0 96 96" fill="none" xmlns="http://www.w3.org/2000/svg"><rect width="96" height="96" rx="8" fill="#f8f8f8"/><g clip-path="url(#clip0_1889_ [...]
+<img class=about-graph-img-mobile src=/images/batch_stream_processing_mobile.png alt="Batch and Stream Processing"></div><br><br><p>Apache Beam is the future of data processing because it provides:<br><br></p><div class="icon-list list--about"><div class=list-item><div class="list-item-icon list-item-icon--about"><svg width="96" height="96" viewBox="0 0 96 96" fill="none" xmlns="http://www.w3.org/2000/svg"><rect width="96" height="96" rx="8" fill="#f8f8f8"/><g clip-path="url(#clip0_1889_ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/attributes/index.html b/website/generated-content/contribute/attributes/index.html
index 4de50bb668c..eb5f81be26d 100644
--- a/website/generated-content/contribute/attributes/index.html
+++ b/website/generated-content/contribute/attributes/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-and encouraged for all community members.</p><figure><img src=/images/community/messages-icon.svg></figure><h2 id=knows-upholds-and-reinforces-the-apache-software-foundation-code-of-conduct>Knows, upholds, and reinforces the Apache Software Foundation code of conduct</h2><p>In particular, a Beam committer strives to:</p><ul><li>Be open</li><li>Be empathetic</li><li>Be welcoming</li><li>Be friendly</li><li>Be patient</li><li>Be collaborative</li><li>Be inquisitive</li><li>Be careful in th [...]
+and encouraged for all community members.</p><figure><img src=/images/community/messages-icon.svg></figure><h2 id=knows-upholds-and-reinforces-the-apache-software-foundation-code-of-conduct>Knows, upholds, and reinforces the Apache Software Foundation code of conduct</h2><p>In particular, a Beam committer strives to:</p><ul><li>Be open</li><li>Be empathetic</li><li>Be welcoming</li><li>Be friendly</li><li>Be patient</li><li>Be collaborative</li><li>Be inquisitive</li><li>Be careful in th [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/become-a-committer/index.html b/website/generated-content/contribute/become-a-committer/index.html
index 907a004d8e1..6a21cf495e3 100644
--- a/website/generated-content/contribute/become-a-committer/index.html
+++ b/website/generated-content/contribute/become-a-committer/index.html
@@ -44,7 +44,7 @@ We use data from as many sources as possible to inform our reasoning and
 evaluate potential committers against the expectations above. Here are some
 examples:</p><ul><li><a href=https://lists.apache.org/list.html?dev@beam.apache.org>dev@ archives</a></li><li><a href=https://lists.apache.org/list.html?user@beam.apache.org>user@ archives</a></li><li><a href=https://stackoverflow.com/questions/tagged/apache-beam><code>apache-beam</code> StackOverflow tag</a></li><li>Git metrics for <a href=https://github.com/apache/beam/graphs/contributors>Beam</a></li><li>Code reviews given and received on
 <a href=https://github.com/apache/beam/pulls>Beam</a></li><li>Clear areas of ownership (a runner, a DSL, IO connector, documentation,
-etc.)</li><li>Public events</li><li>Firsthand PMC testimonials</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a> [...]
+etc.)</li><li>Public events</li><li>Firsthand PMC testimonials</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a> [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/dependencies/index.html b/website/generated-content/contribute/dependencies/index.html
index 0e8ad095cff..b355b569dc8 100644
--- a/website/generated-content/contribute/dependencies/index.html
+++ b/website/generated-content/contribute/dependencies/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-outdated dependencies.</p><h2 id=upgrading-identified-outdated-dependencies>Upgrading identified outdated dependencies</h2><p>After outdated dependencies are identified, Beam community has to act to upgrade the dependencies regularly. Beam community has agreed on following policies regarding upgrading dependencies.</p><p><strong>Human readable reports on status of Beam dependencies are generated weekly by an automated Jenkins job and shared with the Beam community through the dev list.</ [...]
+outdated dependencies.</p><h2 id=upgrading-identified-outdated-dependencies>Upgrading identified outdated dependencies</h2><p>After outdated dependencies are identified, Beam community has to act to upgrade the dependencies regularly. Beam community has agreed on following policies regarding upgrading dependencies.</p><p><strong>Human readable reports on status of Beam dependencies are generated weekly by an automated Jenkins job and shared with the Beam community through the dev list.</ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/design-documents/index.html b/website/generated-content/contribute/design-documents/index.html
index e25da655ab9..540d3419d1b 100644
--- a/website/generated-content/contribute/design-documents/index.html
+++ b/website/generated-content/contribute/design-documents/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/get-help/index.html b/website/generated-content/contribute/get-help/index.html
index 6f71855fc7a..94a25fab854 100644
--- a/website/generated-content/contribute/get-help/index.html
+++ b/website/generated-content/contribute/get-help/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/get-started-contributing/index.html b/website/generated-content/contribute/get-started-contributing/index.html
index c5731f859e9..854a6cf200c 100644
--- a/website/generated-content/contribute/get-started-contributing/index.html
+++ b/website/generated-content/contribute/get-started-contributing/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/index.html b/website/generated-content/contribute/index.html
index 37e9ca31131..a0880ee1463 100644
--- a/website/generated-content/contribute/index.html
+++ b/website/generated-content/contribute/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <span><a href=/contribute/attributes/#knows-upholds-and-reinforces-the-beam-communitys-practices>Learn more.</a></span></div></div><div class=traits-item><div class=traits-item-icon><svg xmlns="http://www.w3.org/2000/svg" width="112" height="113" fill="none" viewBox="0 0 112 113"><path fill="#ffe5d9" d="M56 112.909c30.928.0 56-25.072 56-56s-25.072-56-56-56-56 25.072-56 56 25.072 56 56 56z"/><path fill="#ff570b" fill-rule="evenodd" d="M66.616 56.598c-5.523.0-10 4.477-10 10v3.097c0 5.523 4 [...]
 <span><a href=/contribute/attributes#knows-upholds-and-reinforces-the-apache-software-foundation-code-of-conduct>Learn more.</a></span></div></div><div class=traits-item><div class=traits-item-icon><svg width="112" height="113" viewBox="0 0 112 113" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M56 112.445c30.9279.0 56-25.0718 56-55.9997C112 25.5174 86.9279.445312 56 .445312 25.0721.445312.0 25.5174.0 56.4453.0 87.3732 25.0721 112.445 56 112.445z" fill="#ffe5d9"/><path d="M68.1 [...]
-<span><a href=/contribute/attributes#knows-upholds-and-reinforces-the-responsibilities-of-an-apache-software-foundation-committer>Learn more.</a></span></div></div></div><h2 id=become-a-project-management-committee-pmc-member>Become a Project Management Committee (PMC) Member</h2><p>The PMC is the official managing body of the project as per the Apache Software Foundation governance model: “The Apache Way”. PMC members vote to set Apache Beam’s community and technical direction and are d [...]
+<span><a href=/contribute/attributes#knows-upholds-and-reinforces-the-responsibilities-of-an-apache-software-foundation-committer>Learn more.</a></span></div></div></div><h2 id=become-a-project-management-committee-pmc-member>Become a Project Management Committee (PMC) Member</h2><p>The PMC is the official managing body of the project as per the Apache Software Foundation governance model: “The Apache Way”. PMC members vote to set Apache Beam’s community and technical direction and are d [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/issue-priorities/index.html b/website/generated-content/contribute/issue-priorities/index.html
index d7ee813b47d..a7b7e351c82 100644
--- a/website/generated-content/contribute/issue-priorities/index.html
+++ b/website/generated-content/contribute/issue-priorities/index.html
@@ -43,7 +43,7 @@ executed by anyone who is interested. No special urgency is associated, but if
 no action is taken on a P2 ticket for a long time, it indicates it is actually
 just P3/nice-to-have.</p><p><em>Example P2 issues</em></p><ul><li>typical feature request</li><li>bug that affects some use cases but don&rsquo;t make a component nonfunctional</li><li>ignored (&ldquo;sickbayed&rdquo;) test</li></ul><h2 id=p3-nice-to-have>P3: Nice-to-have</h2><p><em>Expectation</em>: Nice-to-have improvements.</p><p><em>Example P3 issues</em></p><ul><li>feature request that is nice-to-have</li><li>ticket filed as P2 that no one finds time to work on</li></ul><h2 id=p4>P4 [...]
 Usually it is quicker to just fix them than to file a bug, but the issue
-can be referenced by a pull request and shows up in release notes.</p><p><em>Example P4 issues</em></p><ul><li>spelling errors in comments or code</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhP [...]
+can be referenced by a pull request and shows up in release notes.</p><p><em>Example P4 issues</em></p><ul><li>spelling errors in comments or code</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhP [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/postcommits-guides/index.html b/website/generated-content/contribute/postcommits-guides/index.html
index dfda2bee907..ef6c8b3e947 100644
--- a/website/generated-content/contribute/postcommits-guides/index.html
+++ b/website/generated-content/contribute/postcommits-guides/index.html
@@ -47,7 +47,7 @@ contributors are no longer developing on top of fully tested code. If you decide
 to disable a test, use the following guidelines:</p><ul><li>Notify the <a href=mailto:dev@beam.apache.org>dev@beam.apache.org</a> mailing list. Describe the problem and let
 everyone know which test you are disabling.</li><li>Implement the fix and get the test back online as soon as possible.</li></ul><p>While the test is disabled, contributors should not push code to the failing
 test&rsquo;s coverage area. The code area is not properly tested until you fix the
-test.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=foot [...]
+test.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=foot [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/postcommits-policies-details/index.html b/website/generated-content/contribute/postcommits-policies-details/index.html
index c50f99ba4c9..f473031d54a 100644
--- a/website/generated-content/contribute/postcommits-policies-details/index.html
+++ b/website/generated-content/contribute/postcommits-policies-details/index.html
@@ -68,7 +68,7 @@ the first thing is to create a GitHub Issue that addresses
 the following three questions:</p><ol><li>Descriptions on what the issue is.</li><li>Does a revert fix it? (Or it is supposed to be fixed differently)</li><li>Is a revert the best way to fix it?</li></ol><p>It is encouraged to bring the discussion to the dev mailing list as well.
 Ideally, after the incident, we prefer to have discussions regarding
 whether we should extend tests in Beam repository, with the goal of
-catching similar issues early in the future.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></d [...]
+catching similar issues early in the future.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></d [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/postcommits-policies/index.html b/website/generated-content/contribute/postcommits-policies/index.html
index 6544ce91e38..28ace6c18d0 100644
--- a/website/generated-content/contribute/postcommits-policies/index.html
+++ b/website/generated-content/contribute/postcommits-policies/index.html
@@ -54,7 +54,7 @@ Remember that
 <a href=/contribute/postcommits-policies-details/index.html#flake_is_failing>a flaky test is a critical bug</a>. Other
 bad tests are similar: they may fail for arbitrary reasons having nothing
 to do with what is being tested, making our signal unreliable.</li><li>Mark the problematic test to be skipped, with a link to the GitHub issue.</li></ol><h2 id=useful-links>Useful links</h2><ul><li><a href=https://cwiki.apache.org/confluence/display/BEAM/Contribution+Testing+Guide#ContributionTestingGuide-Bestpracticesforwritingtests>Best practices for writing tests</a></li></ul><h2 id=references>References</h2><ol><li><a href=https://lists.apache.org/thread.html/3bb4aa777751da2e2d7e226 [...]
-mailing list proposal thread.</li></ol><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foote [...]
+mailing list proposal thread.</li></ol><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foote [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/precommit-policies/index.html b/website/generated-content/contribute/precommit-policies/index.html
index fd6ac9814f3..82fd5a83a15 100644
--- a/website/generated-content/contribute/precommit-policies/index.html
+++ b/website/generated-content/contribute/precommit-policies/index.html
@@ -43,7 +43,7 @@ is flaky (occasionally fails).</p><ul><li>Breakages should be fixed within 8 hou
 including the time the job spends in the Jenkins queue.</p><ul><li>Slowness should be fixed within 24 hours.</li></ul><p>* See the <a href=/contribute/precommit-triage-guide/>Pre-commit Slowness Triage
 Guide</a> for a precise definition of slowness
 and for information on dealing with slowness.</p><h3 id=problem-resolution>Problem Resolution</h3><p>For any problem, the options are, one of:</p><ul><li>Roll back the culprit PR.</li><li>Roll out a fix within 24 hours.</li><li>Disable the slow test or feature temporarily (make sure there&rsquo;s a tracking
-issue to re-enable it).</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+issue to re-enable it).</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/precommit-triage-guide/index.html b/website/generated-content/contribute/precommit-triage-guide/index.html
index dbd380d1a47..be54a05ec02 100644
--- a/website/generated-content/contribute/precommit-triage-guide/index.html
+++ b/website/generated-content/contribute/precommit-triage-guide/index.html
@@ -65,7 +65,7 @@ time waiting (such as an integration test) could be made to run concurrently wit
 the other tests.</p><p>If a test is determined to be too slow to be part of pre-commit tests, it should
 be removed from pre-commit and placed in post-commit instead. In addition,
 ensure that the code covered by the removed test is <a href=/contribute/postcommits-policies-details/#precommit_for_postcommit>covered by a unit test in
-pre-commit</a>.</p><h3 id=slow-integration-tests>Slow integration tests</h3><p>Integration test slowdowns may be caused by dependent services.</p><h2 id=references>References</h2><ul><li><a href="https://docs.google.com/document/d/1udtvggmS2LTMmdwjEtZCcUQy6aQAiYTI3OrTP8CLfJM/edit?usp=sharing">Beam Fast Precommits design doc</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all [...]
+pre-commit</a>.</p><h3 id=slow-integration-tests>Slow integration tests</h3><p>Integration test slowdowns may be caused by dependent services.</p><h2 id=references>References</h2><ul><li><a href="https://docs.google.com/document/d/1udtvggmS2LTMmdwjEtZCcUQy6aQAiYTI3OrTP8CLfJM/edit?usp=sharing">Beam Fast Precommits design doc</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/ptransform-style-guide/index.html b/website/generated-content/contribute/ptransform-style-guide/index.html
index e462c437545..486335cdb51 100644
--- a/website/generated-content/contribute/ptransform-style-guide/index.html
+++ b/website/generated-content/contribute/ptransform-style-guide/index.html
@@ -241,7 +241,7 @@ Most <code>PTransform</code>s do not use <code>PipelineOptions</code> and thus d
 </span></span><span class=line><span class=cl>
 </span></span><span class=line><span class=cl>    <span class=o>...</span>
 </span></span><span class=line><span class=cl>  <span class=o>}</span>
-</span></span><span class=line><span class=cl><span class=o>}</span></span></span></code></pre></div></div></div><h4 id=coders>Coders</h4><p><code>Coder</code>s are a way for a Beam runner to materialize intermediate data or transmit it between workers when necessary. <code>Coder</code> should not be used as a general-purpose API for parsing or writing binary formats because the particular binary encoding of a <code>Coder</code> is intended to be its private implementation detail.</p><h5 [...]
+</span></span><span class=line><span class=cl><span class=o>}</span></span></span></code></pre></div></div></div><h4 id=coders>Coders</h4><p><code>Coder</code>s are a way for a Beam runner to materialize intermediate data or transmit it between workers when necessary. <code>Coder</code> should not be used as a general-purpose API for parsing or writing binary formats because the particular binary encoding of a <code>Coder</code> is intended to be its private implementation detail.</p><h5 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/release-blocking/index.html b/website/generated-content/contribute/release-blocking/index.html
index d33b540e4dd..7a2188a22ec 100644
--- a/website/generated-content/contribute/release-blocking/index.html
+++ b/website/generated-content/contribute/release-blocking/index.html
@@ -42,7 +42,7 @@ not have urgency, while Blocker/P0 is reserved for issues so urgent they do not
 wait for a release.</p><h2 id=release-blocking-features>Release-blocking features</h2><p>By default, features do not block releases. Beam has a steady 6 week cadence of
 cutting release branches and releasing. Features &ldquo;catch the train&rdquo; or else wait
 for the next release.</p><p>A feature can block a release if there is community consensus to delay a
-release in order to include the feature.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div>< [...]
+release in order to include the feature.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div>< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/runner-guide/index.html b/website/generated-content/contribute/runner-guide/index.html
index ca7e249618c..c1df709bfec 100644
--- a/website/generated-content/contribute/runner-guide/index.html
+++ b/website/generated-content/contribute/runner-guide/index.html
@@ -428,7 +428,7 @@ and may have various representations. This is invoked after a pipeline
 is submitted, but before it is executed. The SDK submitting a pipeline acts
 as an artifact server to the runner receiving the request, and in turn the
 runner then acts as an artifact server to the workers (environments) hosting
-the users UDFs.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div  [...]
+the users UDFs.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/team/index.html b/website/generated-content/contribute/team/index.html
index b595944a412..82a859bc2a4 100644
--- a/website/generated-content/contribute/team/index.html
+++ b/website/generated-content/contribute/team/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/testing/index.html b/website/generated-content/contribute/testing/index.html
index 7a83f7239c3..4b67e7e6d9b 100644
--- a/website/generated-content/contribute/testing/index.html
+++ b/website/generated-content/contribute/testing/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/basics/index.html b/website/generated-content/documentation/basics/index.html
index 1421e6fce48..1cd3acdad3c 100644
--- a/website/generated-content/documentation/basics/index.html
+++ b/website/generated-content/documentation/basics/index.html
@@ -321,7 +321,7 @@ directories and output filenames as they arrive, you can split to subdivide the
 work of different directories. This allows the runner to split off a hot
 directory and give it additional resources.</p><p>For more information about Splittable <code>DoFn</code>, see the following pages:</p><ul><li><a href=/documentation/programming-guide/#splittable-dofns>Splittable DoFns</a></li><li><a href=/blog/splittable-do-fn-is-available/>Splittable DoFn in Apache Beam is Ready to Use</a></li></ul><h2 id=whats-next>What&rsquo;s next</h2><p>Take a look at our <a href=/documentation/>other documentation</a> such as the Beam
 programming guide, pipeline execution information, and transform reference
-catalogs.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class= [...]
+catalogs.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class= [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/glossary/index.html b/website/generated-content/documentation/glossary/index.html
index 73b6bfb7d90..aa1df182be9 100644
--- a/website/generated-content/documentation/glossary/index.html
+++ b/website/generated-content/documentation/glossary/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/index.html b/website/generated-content/documentation/index.html
index 3165da3c095..0a466c711e9 100644
--- a/website/generated-content/documentation/index.html
+++ b/website/generated-content/documentation/index.html
@@ -58,7 +58,7 @@ information about any initial runner-specific setup as well as any required or
 optional <code>PipelineOptions</code> for configuring its execution. You might also want to
 refer back to the Quickstart for <a href=/get-started/quickstart-java>Java</a>,
 <a href=/get-started/quickstart-py>Python</a> or <a href=/get-started/quickstart-go>Go</a> for
-instructions on executing the sample WordCount pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></d [...]
+instructions on executing the sample WordCount pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></d [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/built-in/cdap/index.html b/website/generated-content/documentation/io/built-in/cdap/index.html
index 35ac88e6af0..900a930fcd2 100644
--- a/website/generated-content/documentation/io/built-in/cdap/index.html
+++ b/website/generated-content/documentation/io/built-in/cdap/index.html
@@ -185,7 +185,7 @@
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>withPluginConfig</span><span class=o>(</span><span class=n>pluginConfig</span><span class=o>)</span>
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>withKeyClass</span><span class=o>(</span><span class=n>NullWritable</span><span class=o>.</span><span class=na>class</span><span class=o>)</span>
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>withValueClass</span><span class=o>(</span><span class=n>String</span><span class=o>.</span><span class=na>class</span><span class=o>);</span>
-</span></span><span class=line><span class=cl><span class=n>p</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>&#34;readFromSalesforcePlugin&#34;</span><span class=o>,</span> <span class=n>readTransform</span><span class=o>);</span></span></span></code></pre></div></div></div><p>To learn more please check out <a href=https://github.com/apache/beam/tree/master/examples/java/cdap/src/main/java/org/apache/beam/examples/complete/cdap>complete example [...]
+</span></span><span class=line><span class=cl><span class=n>p</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>&#34;readFromSalesforcePlugin&#34;</span><span class=o>,</span> <span class=n>readTransform</span><span class=o>);</span></span></span></code></pre></div></div></div><p>To learn more please check out <a href=https://github.com/apache/beam/tree/master/examples/java/cdap/src/main/java/org/apache/beam/examples/complete/cdap>complete example [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/google-bigquery/index.html b/website/generated-content/documentation/io/built-in/google-bigquery/index.html
index 3a437c96623..9a607c96fcf 100644
--- a/website/generated-content/documentation/io/built-in/google-bigquery/index.html
+++ b/website/generated-content/documentation/io/built-in/google-bigquery/index.html
@@ -936,7 +936,7 @@ reads from a BigQuery table that has the &lsquo;month&rsquo; and &rsquo;tornado&
 of the table schema, computes the number of tornadoes in each month, and
 outputs the results to a BigQuery table.</p></li><li><p><a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/cookbook/filters.py>BigQuery filters</a>
 reads weather station data from a BigQuery table, manipulates BigQuery rows in
-memory, and writes the results to a BigQuery table.</p></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
+memory, and writes the results to a BigQuery table.</p></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/hadoop/index.html b/website/generated-content/documentation/io/built-in/hadoop/index.html
index ae71ed7b9bd..aac6441a691 100644
--- a/website/generated-content/documentation/io/built-in/hadoop/index.html
+++ b/website/generated-content/documentation/io/built-in/hadoop/index.html
@@ -186,7 +186,7 @@ There are scenarios when this may prove faster than accessing content through th
 </span></span><span class=line><span class=cl>  <span class=s>&#34;writeStream&#34;</span><span class=o>,</span>
 </span></span><span class=line><span class=cl>  <span class=n>HadoopFormatIO</span><span class=o>.&lt;</span><span class=n>Text</span><span class=o>,</span> <span class=n>LongWritable</span><span class=o>&gt;</span><span class=n>write</span><span class=o>()</span>
 </span></span><span class=line><span class=cl>      <span class=o>.</span><span class=na>withConfigurationTransform</span><span class=o>(</span><span class=n>configTransform</span><span class=o>)</span>
-</span></span><span class=line><span class=cl>      <span class=o>.</span><span class=na>withExternalSynchronization</span><span class=o>(</span><span class=k>new</span> <span class=n>HDFSSynchronization</span><span class=o>(</span><span class=n>locksDirPath</span><span class=o>)));</span></span></span></code></pre></div></div></div><div class='language-py snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Cop [...]
+</span></span><span class=line><span class=cl>      <span class=o>.</span><span class=na>withExternalSynchronization</span><span class=o>(</span><span class=k>new</span> <span class=n>HDFSSynchronization</span><span class=o>(</span><span class=n>locksDirPath</span><span class=o>)));</span></span></span></code></pre></div></div></div><div class='language-py snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Cop [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/built-in/hcatalog/index.html b/website/generated-content/documentation/io/built-in/hcatalog/index.html
index 8674b484c6e..ae43a2aa245 100644
--- a/website/generated-content/documentation/io/built-in/hcatalog/index.html
+++ b/website/generated-content/documentation/io/built-in/hcatalog/index.html
@@ -132,7 +132,7 @@ The 1.2 jars provide the necessary methods for Beam while remain compatible with
     &lt;/executions&gt;
 &lt;/plugin&gt;
 </code></pre><p>This has been testing to read SequenceFile and ORCFile file backed tables running with
-Beam 2.4.0 on Spark 2.3 / YARN in a Cloudera CDH 5.12.2 managed environment.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
+Beam 2.4.0 on Spark 2.3 / YARN in a Cloudera CDH 5.12.2 managed environment.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/parquet/index.html b/website/generated-content/documentation/io/built-in/parquet/index.html
index fa0c2905766..ab65f7673b9 100644
--- a/website/generated-content/documentation/io/built-in/parquet/index.html
+++ b/website/generated-content/documentation/io/built-in/parquet/index.html
@@ -92,7 +92,7 @@ The Parquet files that are consumed or generated by this Beam connector should r
 </span></span><span class=line><span class=cl>      <span class=o>&lt;/</span><span class=n>configuration</span><span class=o>&gt;</span>
 </span></span><span class=line><span class=cl>    <span class=o>&lt;/</span><span class=n>execution</span><span class=o>&gt;</span>
 </span></span><span class=line><span class=cl>  <span class=o>&lt;/</span><span class=n>executions</span><span class=o>&gt;</span>
-</span></span><span class=line><span class=cl><span class=o>&lt;/</span><span class=n>plugin</span><span class=o>&gt;</span></span></span></code></pre></div></div></div><p class=language-java>This technique has been tested to work on Spark 2.2.3, Spark 2.3.3 and Spark 2.4.3 (although it is optional for Spark 2.4+).</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear?  [...]
+</span></span><span class=line><span class=cl><span class=o>&lt;/</span><span class=n>plugin</span><span class=o>&gt;</span></span></span></code></pre></div></div></div><p class=language-java>This technique has been tested to work on Spark 2.2.3, Spark 2.3.3 and Spark 2.4.3 (although it is optional for Spark 2.4+).</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear?  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/singlestore/index.html b/website/generated-content/documentation/io/built-in/singlestore/index.html
index 83f71edbb88..754be532788 100644
--- a/website/generated-content/documentation/io/built-in/singlestore/index.html
+++ b/website/generated-content/documentation/io/built-in/singlestore/index.html
@@ -87,7 +87,7 @@ For example:<div class=snippet><div class="notebook-skip code-snippet without_sw
         res.add(element.name());
         return res;
     }
-}</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=f [...]
+}</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=f [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/snowflake/index.html b/website/generated-content/documentation/io/built-in/snowflake/index.html
index e1cbb6d1dc2..697e52c6631 100644
--- a/website/generated-content/documentation/io/built-in/snowflake/index.html
+++ b/website/generated-content/documentation/io/built-in/snowflake/index.html
@@ -328,7 +328,7 @@ Example:<div class=snippet><div class="notebook-skip code-snippet without_switch
 {&#34;type&#34;:&#34;string&#34;,&#34;length&#34;:null},
 {&#34;type&#34;:&#34;text&#34;,&#34;length&#34;:null},
 {&#34;type&#34;:&#34;varbinary&#34;,&#34;size&#34;:null},
-{&#34;type&#34;:&#34;varchar&#34;,&#34;length&#34;:100}]</code></pre></div></div>You can read about Snowflake data types at <a href=https://docs.snowflake.com/en/sql-reference/data-types.html>Snowflake data types</a>.</p></li><li><p><code>expansion_service</code> Specifies URL of expansion service.</p></li></ul><h2 id=limitations>Limitations</h2><p>SnowflakeIO currently has the following limitations.</p><ol><li><p>Streaming writing supports only pair key authentication. For details, see: [...]
+{&#34;type&#34;:&#34;varchar&#34;,&#34;length&#34;:100}]</code></pre></div></div>You can read about Snowflake data types at <a href=https://docs.snowflake.com/en/sql-reference/data-types.html>Snowflake data types</a>.</p></li><li><p><code>expansion_service</code> Specifies URL of expansion service.</p></li></ul><h2 id=limitations>Limitations</h2><p>SnowflakeIO currently has the following limitations.</p><ol><li><p>Streaming writing supports only pair key authentication. For details, see: [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/sparkreceiver/index.html b/website/generated-content/documentation/io/built-in/sparkreceiver/index.html
index 4cd2167afcd..86cfdb2bebe 100644
--- a/website/generated-content/documentation/io/built-in/sparkreceiver/index.html
+++ b/website/generated-content/documentation/io/built-in/sparkreceiver/index.html
@@ -58,7 +58,7 @@
 </span></span><span class=line><span class=cl>  <span class=n>SparkReceiverIO</span><span class=o>.&lt;</span><span class=n>String</span><span class=o>&gt;</span><span class=n>read</span><span class=o>()</span>
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>withGetOffsetFn</span><span class=o>(</span><span class=n>GetOffsetUtils</span><span class=o>.</span><span class=na>getOffsetFnForHubspot</span><span class=o>())</span>
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>withSparkReceiverBuilder</span><span class=o>(</span><span class=n>hubspotReceiverBuilder</span><span class=o>)</span>
-</span></span><span class=line><span class=cl><span class=n>p</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>&#34;readFromHubspotReceiver&#34;</span><span class=o>,</span> <span class=n>readTransform</span><span class=o>);</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is [...]
+</span></span><span class=line><span class=cl><span class=n>p</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>&#34;readFromHubspotReceiver&#34;</span><span class=o>,</span> <span class=n>readTransform</span><span class=o>);</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/webapis/index.html b/website/generated-content/documentation/io/built-in/webapis/index.html
index 6da40c388ae..26b3d272128 100644
--- a/website/generated-content/documentation/io/built-in/webapis/index.html
+++ b/website/generated-content/documentation/io/built-in/webapis/index.html
@@ -852,7 +852,7 @@ providing an implementation of both the <code>Caller</code> and <code>SetupTeard
 </span></span><span class=line><span class=cl><span class=o>*</span>   <span class=n>Life</span> <span class=ow>is</span> <span class=n>better</span> <span class=k>with</span> <span class=n>a</span> <span class=n>croissant</span> <span class=ow>in</span> <span class=n>hand</span><span class=o>.</span>
 </span></span><span class=line><span class=cl><span class=o>*</span>   <span class=n>Just</span> <span class=n>a</span> <span class=n>few</span> <span class=n>croissants</span><span class=err>…</span> <span class=n>what</span><span class=err>’</span><span class=n>s</span> <span class=n>the</span> <span class=n>worst</span> <span class=n>that</span> <span class=n>could</span> <span class=n>happen</span><span class=err>?</span>
 </span></span><span class=line><span class=cl>
-</span></span><span class=line><span class=cl><span class=o>**</span><span class=n>If</span> <span class=n>you</span> <span class=n>want</span> <span class=n>me</span> <span class=n>to</span> <span class=n>generate</span> <span class=n>more</span><span class=p>,</span> <span class=n>just</span> <span class=n>tell</span> <span class=n>me</span> <span class=n>what</span> <span class=n>you</span><span class=s1>&#39;d like to focus on (e.g., a specific feeling, occasion, etc.)!**</span></spa [...]
+</span></span><span class=line><span class=cl><span class=o>**</span><span class=n>If</span> <span class=n>you</span> <span class=n>want</span> <span class=n>me</span> <span class=n>to</span> <span class=n>generate</span> <span class=n>more</span><span class=p>,</span> <span class=n>just</span> <span class=n>tell</span> <span class=n>me</span> <span class=n>what</span> <span class=n>you</span><span class=s1>&#39;d like to focus on (e.g., a specific feeling, occasion, etc.)!**</span></spa [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/connectors/index.html b/website/generated-content/documentation/io/connectors/index.html
index 828efe2337b..5311ef5713e 100644
--- a/website/generated-content/documentation/io/connectors/index.html
+++ b/website/generated-content/documentation/io/connectors/index.html
@@ -149,7 +149,7 @@ native</td><td>Not available</td><td>Not available</td><td class=present>✔</td
 native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=present>✔</td></tr><tr><td><a href=https://github.com/jccatrinck/dataflow-cloud-sql-python>Cloud SQL</a></td><td class=present>✔</td><td class=absent>✘</td><td>Not available</td><td class=present>✔
 native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=absent>✘</td></tr><tr><td><a href=https://cloud.google.com/bigtable/docs/hbase-dataflow-java>Cloud Bigtable (HBase based)</a></td><td class=present>✔</td><td class=present>✔</td><td class=present>✔
 native</td><td>Not available</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=absent>✘</td></tr><tr><td><a href=https://github.com/beam-pyio>Beam PyIO (Collection of Python IO connectors)</a></td><td class=present>✔</td><td class=present>✔</td><td>Not available</td><td class=present>✔
-native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=present>✔</td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggU [...]
+native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=present>✔</td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggU [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/developing-io-java/index.html b/website/generated-content/documentation/io/developing-io-java/index.html
index 0f641ae37a2..8fe03cd7c37 100644
--- a/website/generated-content/documentation/io/developing-io-java/index.html
+++ b/website/generated-content/documentation/io/developing-io-java/index.html
@@ -220,7 +220,7 @@ additional functionality without breaking the existing implementation for users.
 users would need to add the reshard themselves (using the <code>GroupByKey</code>
 transform). To solve this, we recommended that you expose the source as a
 composite <code>PTransform</code> that performs both the read operation and the reshard.</p><p>See Beam’s <a href=/contribute/ptransform-style-guide/#exposing-a-ptransform-vs-something-else>PTransform style guide</a>
-for additional information about wrapping with a <code>PTransform</code>.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBAC [...]
+for additional information about wrapping with a <code>PTransform</code>.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBAC [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/developing-io-overview/index.html b/website/generated-content/documentation/io/developing-io-overview/index.html
index fd7a3f8ffc3..e13be8028c8 100644
--- a/website/generated-content/documentation/io/developing-io-overview/index.html
+++ b/website/generated-content/documentation/io/developing-io-overview/index.html
@@ -116,7 +116,7 @@ It should also be noted that in a large-scale, distributed system work can
 make the external interactions idempotent when possible.</p><p>For <strong>file-based sinks</strong>, you can use the <code>FileBasedSink</code> abstraction that is
 provided by both the Java and Python SDKs. Beam&rsquo;s <code>FileSystems</code> utility classes
 can also be useful for reading and writing files. See our language specific
-implementation guides for more details:</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
+implementation guides for more details:</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/developing-io-python/index.html b/website/generated-content/documentation/io/developing-io-python/index.html
index 02f187ac9e3..e7a0d040929 100644
--- a/website/generated-content/documentation/io/developing-io-python/index.html
+++ b/website/generated-content/documentation/io/developing-io-python/index.html
@@ -160,7 +160,7 @@ to <code>_CountingSource</code>. Then, create the wrapper <code>PTransform</code
         _SimpleKVSink(self._simplekv, self._url, self._final_table_name))</code></pre></div></div><p>Finally, write to the sink:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code>with beam.Pipeline(options=PipelineOptions()) as pipeline:
   kvs = pipeline | &#39;CreateKVs&#39; &gt;&gt; beam.core.Create(KVs)
   kvs | &#39;WriteToSimpleKV&#39; &gt;&gt; WriteToKVSink(
-      simplekv, &#39;http://url_to_simple_kv/&#39;, final_table_name)</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_b [...]
+      simplekv, &#39;http://url_to_simple_kv/&#39;, final_table_name)</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_b [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/io-standards/index.html b/website/generated-content/documentation/io/io-standards/index.html
index 01695969f72..023f3737fbc 100644
--- a/website/generated-content/documentation/io/io-standards/index.html
+++ b/website/generated-content/documentation/io/io-standards/index.html
@@ -110,7 +110,7 @@
 
 BigQueryIO.write()
   .withWriteConfig(StreamingInsertsConfig.withDetailedError()
-                                  .withExactlyOnce().etc..)</code></pre></div></div></p></td></tr><tr><td><p>class IO.Write.withFormatFunction</td><td><p><strong>Discouraged - except for dynamic destinations</strong><p>For sources that can receive Beam Row-typed PCollections, the format function should not be necessary, because Beam should be able to format the input data based on its schema.<p>For sinks providing Dynamic Destination functionality, elements may carry data that helps dete [...]
+                                  .withExactlyOnce().etc..)</code></pre></div></div></p></td></tr><tr><td><p>class IO.Write.withFormatFunction</td><td><p><strong>Discouraged - except for dynamic destinations</strong><p>For sources that can receive Beam Row-typed PCollections, the format function should not be necessary, because Beam should be able to format the input data based on its schema.<p>For sinks providing Dynamic Destination functionality, elements may carry data that helps dete [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/managed-io/index.html b/website/generated-content/documentation/io/managed-io/index.html
index 625f77339ae..979ba35ac35 100644
--- a/website/generated-content/documentation/io/managed-io/index.html
+++ b/website/generated-content/documentation/io/managed-io/index.html
@@ -50,7 +50,7 @@ and
 SDKs.</p><p>Additionally, some SDKs use the Managed API internally. For example, the Iceberg connector
 used in <a href=https://beam.apache.org/releases/yamldoc/current/#writetoiceberg>Beam YAML</a>
 and Beam SQL is invoked via the Managed API under the hood.</p><h2 id=available-configurations>Available Configurations</h2><p><i>Note: required configuration fields are <strong>bolded</strong>.</i></p><div class=table-container-wrapper><table class="table table-bordered"><tr><th>Connector Name</th><th>Read Configuration</th><th>Write Configuration</th></tr><tr><td><strong>ICEBERG</strong></td><td><strong>table</strong> (<code style=color:green>str</code>)<br>catalog_name (<code style=co [...]
-For more information on table properties, please visit <a href=https://iceberg.apache.org/docs/latest/configuration/#table-properties>https://iceberg.apache.org/docs/latest/configuration/#table-properties</a>.</td></tr><tr><td>triggering_frequency_seconds</td><td><code style=color:#f54251>int32</code></td><td>For a streaming pipeline, sets the frequency at which snapshots are produced.</td></tr></p></table></div><h3 id=iceberg-read><code>ICEBERG</code> Read</h3><div class=table-container [...]
+For more information on table properties, please visit <a href=https://iceberg.apache.org/docs/latest/configuration/#table-properties>https://iceberg.apache.org/docs/latest/configuration/#table-properties</a>.</td></tr><tr><td>triggering_frequency_seconds</td><td><code style=color:#f54251>int32</code></td><td>For a streaming pipeline, sets the frequency at which snapshots are produced.</td></tr></p></table></div><h3 id=iceberg-read><code>ICEBERG</code> Read</h3><div class=table-container [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/io/testing/index.html b/website/generated-content/documentation/io/testing/index.html
index 4224d734f2b..124b5cad4e7 100644
--- a/website/generated-content/documentation/io/testing/index.html
+++ b/website/generated-content/documentation/io/testing/index.html
@@ -40,7 +40,7 @@
 
 ./gradlew integrationTest -p sdks/java/io/file-based-io-tests -DintegrationTestPipelineOptions=&#39;[&#34;--numberOfRecords=1000&#34;, &#34;--filenamePrefix=hdfs://HDFS_NAMENODE:9000/XMLIOIT&#34;, &#34;--hdfsConfiguration=[{\&#34;fs.defaultFS\&#34;:\&#34;hdfs://HDFS_NAMENODE:9000\&#34;,\&#34;dfs.replication\&#34;:1,\&#34;dfs.client.use.datanode.hostname\&#34;:\&#34;true\&#34; }]&#34; ]&#39; -DintegrationTestRunner=direct -Dfilesystem=hdfs --tests org.apache.beam.sdk.io.xml.XmlIOIT
 </code></pre><p>Parameter descriptions:</p><table class=table><thead><tr><td><strong>Option</strong></td><td><strong>Function</strong></td></tr></thead><tbody><tr><td>-p sdks/java/io/file-based-io-tests/</td><td>Specifies the project submodule of the I/O to test.</td></tr><tr><td>-DintegrationTestPipelineOptions</td><td>Passes pipeline options directly to the test being run.</td></tr><tr><td>-DintegrationTestRunner</td><td>Runner to be used for running the test. Currently possible option [...]
-If you modified/added new Jenkins job definitions in your Pull Request, run the seed job before running the integration test (comment: &ldquo;Run seed job&rdquo;).</p><h3 id=performance-testing-dashboard>Performance testing dashboard</h3><p>As mentioned before, we measure the performance of IOITs by gathering test execution times from Jenkins jobs that run periodically. The consequent results are stored in a database (BigQuery), therefore we can display them in a form of plots.</p><p>The [...]
+If you modified/added new Jenkins job definitions in your Pull Request, run the seed job before running the integration test (comment: &ldquo;Run seed job&rdquo;).</p><h3 id=performance-testing-dashboard>Performance testing dashboard</h3><p>As mentioned before, we measure the performance of IOITs by gathering test execution times from Jenkins jobs that run periodically. The consequent results are stored in a database (BigQuery), therefore we can display them in a form of plots.</p><p>The [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/about-ml/index.html b/website/generated-content/documentation/ml/about-ml/index.html
index b94c3f872b6..13171440c3e 100644
--- a/website/generated-content/documentation/ml/about-ml/index.html
+++ b/website/generated-content/documentation/ml/about-ml/index.html
@@ -165,7 +165,7 @@ to specify RAM and hardware accelerator requirements:</p><pre tabindex=0><code>w
 </code></pre><p>For more information on resource hints, see <a href=/documentation/runtime/resource-hints/>Resource hints</a>.</p><h2 id=model-validation>Model validation</h2><p>Model validation allows you to benchmark your model’s performance against a previously unseen dataset. You can extract chosen metrics, create visualizations, log metadata, and compare the performance of different models with the end goal of validating whether your model is ready to deploy. Beam provides support f [...]
 <a href=/documentation/ml/about-ml/#batchelements-ptransform>BatchElements PTransforms</a>. For an example, see our <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>language modeling example</a>.</p><h2 id=related-links>Related links</h2><ul><li><a href=/documentation/transforms/python/elementwise/runinference>RunInference transforms</a></li><li><a href=https://github.com/apache/beam/tree/master/sdks/python/apache_ [...]
 Pydoc</a></td></table><p><br><br><br></p></a></td><td><a target=_blank class=button href=https://beam.apache.org/releases/javadoc/current/index.html?org/apache/beam/sdk/extensions/python/transforms/RunInference.html><img src=https://beam.apache.org/images/logos/sdks/java.png width=20px height=30px alt=Javadoc>
-Javadoc</a></td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=fo [...]
+Javadoc</a></td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=fo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/anomaly-detection/index.html b/website/generated-content/documentation/ml/anomaly-detection/index.html
index 93950f478c5..a48d548b15d 100644
--- a/website/generated-content/documentation/ml/anomaly-detection/index.html
+++ b/website/generated-content/documentation/ml/anomaly-detection/index.html
@@ -161,7 +161,7 @@ class PytorchNoBatchModelHandler(PytorchModelHandlerKeyedTensor):
             create_disposition=beam.io.BigQueryDisposition.CREATE_IF_NEEDED,
         ))
 
-    _ = predictions | &#34;Alert by Email&#34; &gt;&gt; beam.ParDo(TriggerEmailAlert())</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=head [...]
+    _ = predictions | &#34;Alert by Email&#34; &gt;&gt; beam.ParDo(TriggerEmailAlert())</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=head [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/data-processing/index.html b/website/generated-content/documentation/ml/data-processing/index.html
index 1a859195264..f5b3cd62d72 100644
--- a/website/generated-content/documentation/ml/data-processing/index.html
+++ b/website/generated-content/documentation/ml/data-processing/index.html
@@ -99,7 +99,7 @@ with beam.Pipeline() as pipeline:
 
   # Write data
   output_data | beam.io.WriteToText(&#39;output.csv&#39;)
-</code></pre><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class= [...]
+</code></pre><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class= [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/inference-overview/index.html b/website/generated-content/documentation/ml/inference-overview/index.html
index 295394c727e..c087613ae35 100644
--- a/website/generated-content/documentation/ml/inference-overview/index.html
+++ b/website/generated-content/documentation/ml/inference-overview/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p></a></td><td><a target=_blank class=button href=https://beam.apache.org/releases/javadoc/current/index.html?org/apache/beam/sdk/extensions/python/transforms/RunInference.html><img src=https://beam.apache.org/images/logos/sdks/java.png width=20px height=30px alt=Javadoc>
-Javadoc</a></td></tr></table><p>The RunInference API is available with the Beam Python SDK versions 2.40.0 and later. You can use Apache Beam with the RunInference API to use machine learning (ML) models to do local and remote inference with batch and streaming pipelines. Starting with Apache Beam 2.40.0, PyTorch and Scikit-learn frameworks are supported. Tensorflow models are supported through <code>tfx-bsl</code>. For more deatils about using RunInference with Python, see <a href=/docu [...]
+Javadoc</a></td></tr></table><p>The RunInference API is available with the Beam Python SDK versions 2.40.0 and later. You can use Apache Beam with the RunInference API to use machine learning (ML) models to do local and remote inference with batch and streaming pipelines. Starting with Apache Beam 2.40.0, PyTorch and Scikit-learn frameworks are supported. Tensorflow models are supported through <code>tfx-bsl</code>. For more deatils about using RunInference with Python, see <a href=/docu [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/large-language-modeling/index.html b/website/generated-content/documentation/ml/large-language-modeling/index.html
index 042f01669e9..efad9077d2c 100644
--- a/website/generated-content/documentation/ml/large-language-modeling/index.html
+++ b/website/generated-content/documentation/ml/large-language-modeling/index.html
@@ -103,7 +103,7 @@ class MyModelHandler():
       return model.predict(unpickleable_object)
 </code></pre><h2 id=rag-and-prompt-engineering-in-beam>RAG and Prompt Engineering in Beam</h2><p>Beam is also an excellent tool for improving the quality of your LLM prompts using Retrieval Augmented Generation (RAG).
 Retrieval augmented generation is a technique that enhances large language models (LLMs) by connecting them to external knowledge sources.
-This allows the LLM to access and process real-time information, improving the accuracy, relevance, and factuality of its responses.</p><p>Beam has several mechanisms to make this process simpler:</p><ol><li>Beam&rsquo;s <a href=https://beam.apache.org/releases/pydoc/current/apache_beam.ml.transforms.embeddings.html>MLTransform</a> provides an embeddings package to generate the embeddings used for RAG. You can also use RunInference to generate embeddings if you have a model without an em [...]
+This allows the LLM to access and process real-time information, improving the accuracy, relevance, and factuality of its responses.</p><p>Beam has several mechanisms to make this process simpler:</p><ol><li>Beam&rsquo;s <a href=https://beam.apache.org/releases/pydoc/current/apache_beam.ml.transforms.embeddings.html>MLTransform</a> provides an embeddings package to generate the embeddings used for RAG. You can also use RunInference to generate embeddings if you have a model without an em [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/ml-dependency-extras/index.html b/website/generated-content/documentation/ml/ml-dependency-extras/index.html
index 183133e06de..d5bb8487930 100644
--- a/website/generated-content/documentation/ml/ml-dependency-extras/index.html
+++ b/website/generated-content/documentation/ml/ml-dependency-extras/index.html
@@ -44,7 +44,7 @@ of PyTorch which has been tested with Beam, you can install it with:</p><pre tab
 a normal install - for example:</p><pre tabindex=0><code>pip install beam==2.XX.0
 pip install torch==&lt;version released after Beam 2.XX.0&gt;
 </code></pre><p>this will usually work, but can break if the dependency releases a breaking
-change between the version Beam tests with and the version you pin to.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</ [...]
+change between the version Beam tests with and the version you pin to.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/model-evaluation/index.html b/website/generated-content/documentation/ml/model-evaluation/index.html
index 473896890ed..67e31d51c4f 100644
--- a/website/generated-content/documentation/ml/model-evaluation/index.html
+++ b/website/generated-content/documentation/ml/model-evaluation/index.html
@@ -78,7 +78,7 @@
 </span></span><span class=line><span class=cl>           <span class=n>eval_shared_model</span><span class=o>=</span><span class=n>eval_shared_model</span><span class=p>,</span>
 </span></span><span class=line><span class=cl>           <span class=n>eval_config</span><span class=o>=</span><span class=n>eval_config</span><span class=p>,</span>
 </span></span><span class=line><span class=cl>           <span class=n>output_path</span><span class=o>=</span><span class=s1>&#39;output_path&#39;</span><span class=p>))</span>
-</span></span></code></pre></div><p>This pipeline saves the results, including the config file, metrics, plots, and so on, to a chosen output_path.</p><h2 id=tfma-end-to-end-example>TFMA End-to-end Example</h2><p>For a full end-to-end example of model evaluation in TFMA on Beam, see the <a href=https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/tfma_beam.ipynb>tfma_beam notebook</a>.</p><p>This example shows the creation of tfrecords from an open source dataset, the tr [...]
+</span></span></code></pre></div><p>This pipeline saves the results, including the config file, metrics, plots, and so on, to a chosen output_path.</p><h2 id=tfma-end-to-end-example>TFMA End-to-end Example</h2><p>For a full end-to-end example of model evaluation in TFMA on Beam, see the <a href=https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/tfma_beam.ipynb>tfma_beam notebook</a>.</p><p>This example shows the creation of tfrecords from an open source dataset, the tr [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/multi-language-inference/index.html b/website/generated-content/documentation/ml/multi-language-inference/index.html
index aaf0353b96e..04929318ac1 100644
--- a/website/generated-content/documentation/ml/multi-language-inference/index.html
+++ b/website/generated-content/documentation/ml/multi-language-inference/index.html
@@ -72,7 +72,7 @@ used to predict the last word of a sentence based on the context of the sentence
 </span></span></span><span class=line><span class=cl><span class=s2>                 --modelName=</span><span class=nv>$MODEL_NAME</span><span class=s2> \
 </span></span></span><span class=line><span class=cl><span class=s2>                 --localPackage=</span><span class=nv>$LOCAL_PACKAGE</span><span class=s2>&#34;</span> <span class=se>\
 </span></span></span><span class=line><span class=cl><span class=se></span>    -Pdataflow-runner
-</span></span></code></pre></div><p>The standard Google Cloud and Runner parameters are specified. The <code>inputFile</code> and <code>outputFile</code> parameters are used to specify the input and output files. The <code>modelPath</code> and <code>modelName</code> custom parameters are passed to the <code>PythonExternalTransform</code>. Finally the <code>localPackage</code> parameter is used to specify the path to the compiled Python package, which contains the custom Python transform. [...]
+</span></span></code></pre></div><p>The standard Google Cloud and Runner parameters are specified. The <code>inputFile</code> and <code>outputFile</code> parameters are used to specify the input and output files. The <code>modelPath</code> and <code>modelName</code> custom parameters are passed to the <code>PythonExternalTransform</code>. Finally the <code>localPackage</code> parameter is used to specify the path to the compiled Python package, which contains the custom Python transform. [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/multi-model-pipelines/index.html b/website/generated-content/documentation/ml/multi-model-pipelines/index.html
index 3b1c13a4808..dbd1d028b53 100644
--- a/website/generated-content/documentation/ml/multi-model-pipelines/index.html
+++ b/website/generated-content/documentation/ml/multi-model-pipelines/index.html
@@ -111,7 +111,7 @@ a large amount of execution time is used to swap models in and out of memory. To
 of memory thrashing, if you&rsquo;re using a distributed runner, insert a
 <a href=https://beam.apache.org/documentation/transforms/python/aggregation/groupbykey/><code>GroupByKey</code></a> transform before your
 inference step. The <code>GroupByKey</code> transform reduces thrashing by ensuring that elements with the same key and model are
-collocated on the same worker.</p><p>For more information, see <a href=https://beam.apache.org/releases/pydoc/current/apache_beam.ml.inference.base.html#apache_beam.ml.inference.base.KeyedModelHandler><code>KeyedModelHander</code></a>.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=lo [...]
+collocated on the same worker.</p><p>For more information, see <a href=https://beam.apache.org/releases/pydoc/current/apache_beam.ml.inference.base.html#apache_beam.ml.inference.base.KeyedModelHandler><code>KeyedModelHander</code></a>.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=lo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/online-clustering/index.html b/website/generated-content/documentation/ml/online-clustering/index.html
index 62308129dcb..ee15c27e963 100644
--- a/website/generated-content/documentation/ml/online-clustering/index.html
+++ b/website/generated-content/documentation/ml/online-clustering/index.html
@@ -122,7 +122,7 @@
       &#34;docs&#34;: collected_documents,
       &#34;id&#34;: list(collected_embeddings.keys()),
       &#34;counter&#34;: update_counter,
-  }</code></pre></div></div><p><code>GetUpdates</code> is a <code>DoFn</code> that prints the cluster assigned to each Twitter message every time a new message arrives.</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code>updated_clusters = clustering | &#34;Format Update&#34; &gt;&gt; beam.ParDo(GetUpdates( [...]
+  }</code></pre></div></div><p><code>GetUpdates</code> is a <code>DoFn</code> that prints the cluster assigned to each Twitter message every time a new message arrives.</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code>updated_clusters = clustering | &#34;Format Update&#34; &gt;&gt; beam.ParDo(GetUpdates( [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/orchestration/index.html b/website/generated-content/documentation/ml/orchestration/index.html
index 2bdd76479ee..89e4fa5419e 100644
--- a/website/generated-content/documentation/ml/orchestration/index.html
+++ b/website/generated-content/documentation/ml/orchestration/index.html
@@ -351,7 +351,7 @@ run_result = client.run_pipeline(
 
   # Save model to fn_args.serving_model_dir.
   model.save(fn_args.serving_model_dir)</code></pre></div></div><h4 id=executing-the-pipeline>Executing the pipeline</h4><p>To launch the pipeline, provide two configurations: The orchestrator for the TFX pipeline and the pipeline options to run Apache Beam pipelines. To run the pipeline locally without extra setup dependencies, this example uses the <code>LocalDagRunner</code> for orchestration. The pipeline created can specify Apache Beam’s pipeline options through the <code>beam_pipel [...]
-tfx.orchestration.LocalDagRunner().run(create_pipeline(**vars(args)))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_b [...]
+tfx.orchestration.LocalDagRunner().run(create_pipeline(**vars(args)))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_b [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/overview/index.html b/website/generated-content/documentation/ml/overview/index.html
index 47044dade67..4796d73605a 100644
--- a/website/generated-content/documentation/ml/overview/index.html
+++ b/website/generated-content/documentation/ml/overview/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p></a></td><td><a target=_blank class=button href=https://beam.apache.org/releases/javadoc/current/index.html?org/apache/beam/sdk/extensions/python/transforms/RunInference.html><img src=https://beam.apache.org/images/logos/sdks/java.png width=20px height=30px alt=Javadoc>
-Javadoc</a></td></tr></table><p>Being productive and successful as a machine learning practitioner is often dependent on your ability to efficiently leverage large volumes of data in a way that is uniquely tailored to your resources, requirements, and budget. Whether starting your next AI/ML project or upscaling an existing project, consider adding Apache Beam to your project.</p><h2 id=use-beam-ml>Use Beam ML</h2><p>I want use Beam ML to do:</p><ul><li><a href=#prediction-and-inference> [...]
+Javadoc</a></td></tr></table><p>Being productive and successful as a machine learning practitioner is often dependent on your ability to efficiently leverage large volumes of data in a way that is uniquely tailored to your resources, requirements, and budget. Whether starting your next AI/ML project or upscaling an existing project, consider adding Apache Beam to your project.</p><h2 id=use-beam-ml>Use Beam ML</h2><p>I want use Beam ML to do:</p><ul><li><a href=#prediction-and-inference> [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/per-entity-training/index.html b/website/generated-content/documentation/ml/per-entity-training/index.html
index 12bd24460d0..d63878ea1f9 100644
--- a/website/generated-content/documentation/ml/per-entity-training/index.html
+++ b/website/generated-content/documentation/ml/per-entity-training/index.html
@@ -47,7 +47,7 @@ Use <code>python per_entity_training.py --input path/to/adult.data</code></p><h3
             | &#34;Prepare Data&#34; &gt;&gt; beam.ParDo(PrepareDataforTraining())
             | &#34;Train Model&#34; &gt;&gt; beam.ParDo(TrainModel())
             |
-            &#34;Save&#34; &gt;&gt; fileio.WriteToFiles(path=known_args.output, sink=ModelSink()))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewfo [...]
+            &#34;Save&#34; &gt;&gt; fileio.WriteToFiles(path=known_args.output, sink=ModelSink()))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewfo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/preprocess-data/index.html b/website/generated-content/documentation/ml/preprocess-data/index.html
index d75c3483f19..cd8466c096e 100644
--- a/website/generated-content/documentation/ml/preprocess-data/index.html
+++ b/website/generated-content/documentation/ml/preprocess-data/index.html
@@ -114,7 +114,7 @@ your pipeline:</p><pre tabindex=0><code>  import apache_beam as beam
 </code></pre><p>Replace the following values:</p><ul><li>TRANSFORM_NAME: The name of the <a href=#transforms>transform</a> to use.</li><li>DATA: The input data to transform.</li><li>TRANSFORM_FUNCTION_NAME: The name that you assign to your transform
 function in your code.</li></ul><p>For more examples, see
 <a href=/documentation/transforms/python/elementwise/mltransform>MLTransform for data processing</a>
-in the <a href=/documentation/transforms/python/overview/>transform catalog</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND  [...]
+in the <a href=/documentation/transforms/python/overview/>transform catalog</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/runinference-metrics/index.html b/website/generated-content/documentation/ml/runinference-metrics/index.html
index 8570468e7ab..bb27c114946 100644
--- a/website/generated-content/documentation/ml/runinference-metrics/index.html
+++ b/website/generated-content/documentation/ml/runinference-metrics/index.html
@@ -51,7 +51,7 @@
         | &#34;Tokenize&#34; &gt;&gt; beam.ParDo(Tokenize(cfg.TOKENIZER_NAME))
         | &#34;Inference&#34; &gt;&gt;
         RunInference(model_handler=KeyedModelHandler(model_handler))
-        | &#34;Decode Predictions&#34; &gt;&gt; beam.ParDo(PostProcessor()))</code></pre></div></div><h2 id=runinference-metrics-1>RunInference Metrics</h2><p>As mentioned previously, we benchmarked the performance of RunInference using Dataflow on both CPU and GPU. You can see these metrics in the Google Cloud console, or you can use the following line to print the metrics:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-t [...]
+        | &#34;Decode Predictions&#34; &gt;&gt; beam.ParDo(PostProcessor()))</code></pre></div></div><h2 id=runinference-metrics-1>RunInference Metrics</h2><p>As mentioned previously, we benchmarked the performance of RunInference using Dataflow on both CPU and GPU. You can see these metrics in the Google Cloud console, or you can use the following line to print the metrics:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-t [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/side-input-updates/index.html b/website/generated-content/documentation/ml/side-input-updates/index.html
index 030f733c375..ded8ce4c773 100644
--- a/website/generated-content/documentation/ml/side-input-updates/index.html
+++ b/website/generated-content/documentation/ml/side-input-updates/index.html
@@ -97,7 +97,7 @@ We will use <code>WatchFilePattern</code> as side input to watch a glob pattern
 </span></span><span class=line><span class=cl>
 </span></span><span class=line><span class=cl><span class=n>post_processor_pcoll</span> <span class=o>=</span> <span class=p>(</span><span class=n>inference_pcoll</span> <span class=o>|</span> <span class=s2>&#34;PostProcessor&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>PostProcessor</span><span class=p>())</span>
 </span></span></code></pre></div><h2 id=run-the-pipeline>Run the pipeline</h2><div class=highlight><pre tabindex=0 class=chroma><code class=language-python data-lang=python><span class=line><span class=cl><span class=n>result</span> <span class=o>=</span> <span class=n>pipeline</span><span class=o>.</span><span class=n>run</span><span class=p>()</span><span class=o>.</span><span class=n>wait_until_finish</span><span class=p>()</span>
-</span></span></code></pre></div><p><strong>Note</strong>: The <code>model_name</code> of the <code>ModelMetaData</code> object will be attached as prefix to the <a href=https://beam.apache.org/documentation/ml/runinference-metrics/>metrics</a> calculated by the RunInference <code>PTransform</code>.</p><h2 id=final-remarks>Final remarks</h2><p>You can use this example as a pattern when using side inputs with the RunInference <code>PTransform</code> to auto-update the models without stopp [...]
+</span></span></code></pre></div><p><strong>Note</strong>: The <code>model_name</code> of the <code>ModelMetaData</code> object will be attached as prefix to the <a href=https://beam.apache.org/documentation/ml/runinference-metrics/>metrics</a> calculated by the RunInference <code>PTransform</code>.</p><h2 id=final-remarks>Final remarks</h2><p>You can use this example as a pattern when using side inputs with the RunInference <code>PTransform</code> to auto-update the models without stopp [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/ml/tensorrt-runinference/index.html b/website/generated-content/documentation/ml/tensorrt-runinference/index.html
index ca226316ea1..68ae644fecf 100644
--- a/website/generated-content/documentation/ml/tensorrt-runinference/index.html
+++ b/website/generated-content/documentation/ml/tensorrt-runinference/index.html
@@ -108,7 +108,7 @@ ENTRYPOINT [ &#34;/opt/apache/beam/boot&#34; ]
 --temp_location gs://{GCP_PROJECT}/tmp/ \
 --job_name tensorrt-text-classification \
 --sdk_container_image=&#34;us.gcr.io/{GCP_PROJECT}/{MY_DIR}/tensor_rt&#34;
-</code></pre><h2 id=dataflow-benchmarking>Dataflow Benchmarking</h2><p>We ran experiments in Dataflow using a TensorRT engine and the following configurations: <code>n1-standard-4</code> machine with a disk size of <code>75GB</code>. To mimic data streaming into Dataflow via <code>PubSub</code>, we set the batch size to 1 by setting the min and max batch sizes for <code>ModelHandlers</code> to 1.</p><table><thead><tr><th style=text-align:center></th><th style=text-align:center>Stage with [...]
+</code></pre><h2 id=dataflow-benchmarking>Dataflow Benchmarking</h2><p>We ran experiments in Dataflow using a TensorRT engine and the following configurations: <code>n1-standard-4</code> machine with a disk size of <code>75GB</code>. To mimic data streaming into Dataflow via <code>PubSub</code>, we set the batch size to 1 by setting the min and max batch sizes for <code>ModelHandlers</code> to 1.</p><table><thead><tr><th style=text-align:center></th><th style=text-align:center>Stage with [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/ai-platform/index.html b/website/generated-content/documentation/patterns/ai-platform/index.html
index e8b89d8147f..b6a318bd06b 100644
--- a/website/generated-content/documentation/patterns/ai-platform/index.html
+++ b/website/generated-content/documentation/patterns/ai-platform/index.html
@@ -272,7 +272,7 @@ document_sentiment {
 </span></span><span class=line><span class=cl>                     <span class=n>project_id</span><span class=o>=</span><span class=s1>&#39;my-project-id&#39;</span><span class=p>,</span>
 </span></span><span class=line><span class=cl>                     <span class=n>model_name</span><span class=o>=</span><span class=s1>&#39;my-model-name&#39;</span><span class=p>,</span>
 </span></span><span class=line><span class=cl>                     <span class=n>version_name</span><span class=o>=</span><span class=s1>&#39;my-model-version&#39;</span><span class=p>))))</span></span></span></code></pre></div></div></div><div class='language-java snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><div class=highlight><pre tabindex=0 class [...]
-</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
+</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/batch-elements/index.html b/website/generated-content/documentation/patterns/batch-elements/index.html
index 5b95a0bf6bf..cd46a38f1b9 100644
--- a/website/generated-content/documentation/patterns/batch-elements/index.html
+++ b/website/generated-content/documentation/patterns/batch-elements/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/bigqueryio/index.html b/website/generated-content/documentation/patterns/bigqueryio/index.html
index ac46894eb3f..a8f681b8cdc 100644
--- a/website/generated-content/documentation/patterns/bigqueryio/index.html
+++ b/website/generated-content/documentation/patterns/bigqueryio/index.html
@@ -102,7 +102,7 @@ If you also set the <code>withExtendedErrorInfo</code> property , you will be ab
 </span></span><span class=line><span class=cl>  <span class=n>result</span> <span class=o>=</span> <span class=p>(</span>
 </span></span><span class=line><span class=cl>      <span class=n>errors</span><span class=p>[</span><span class=s1>&#39;FailedRows&#39;</span><span class=p>]</span>
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s1>&#39;PrintErrors&#39;</span> <span class=o>&gt;&gt;</span>
-</span></span><span class=line><span class=cl>      <span class=n>beam</span><span class=o>.</span><span class=n>FlatMap</span><span class=p>(</span><span class=k>lambda</span> <span class=n>err</span><span class=p>:</span> <span class=nb>print</span><span class=p>(</span><span class=s2>&#34;Error Found </span><span class=si>{}</span><span class=s2>&#34;</span><span class=o>.</span><span class=n>format</span><span class=p>(</span><span class=n>err</span><span class=p>))))</span></span></ [...]
+</span></span><span class=line><span class=cl>      <span class=n>beam</span><span class=o>.</span><span class=n>FlatMap</span><span class=p>(</span><span class=k>lambda</span> <span class=n>err</span><span class=p>:</span> <span class=nb>print</span><span class=p>(</span><span class=s2>&#34;Error Found </span><span class=si>{}</span><span class=s2>&#34;</span><span class=o>.</span><span class=n>format</span><span class=p>(</span><span class=n>err</span><span class=p>))))</span></span></ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/bqml/index.html b/website/generated-content/documentation/patterns/bqml/index.html
index 266d4056c0b..469ca984d40 100644
--- a/website/generated-content/documentation/patterns/bqml/index.html
+++ b/website/generated-content/documentation/patterns/bqml/index.html
@@ -76,7 +76,7 @@ WHERE
 </span></span><span class=line><span class=cl>                <span class=n>saved_model_spec</span><span class=o>=</span><span class=n>model_spec_pb2</span><span class=o>.</span><span class=n>SavedModelSpec</span><span class=p>(</span>
 </span></span><span class=line><span class=cl>                    <span class=n>model_path</span><span class=o>=</span><span class=n>model_path</span><span class=p>,</span>
 </span></span><span class=line><span class=cl>                    <span class=n>signature_name</span><span class=o>=</span><span class=p>[</span><span class=s1>&#39;serving_default&#39;</span><span class=p>])))</span>
-</span></span><span class=line><span class=cl>        <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>ParDo</span><span class=p>(</span><span class=n>extract_prediction</span><span class=p>)</span></span></span></code></pre></div></div></div><div class='language-java snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><div [...]
+</span></span><span class=line><span class=cl>        <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>ParDo</span><span class=p>(</span><span class=n>extract_prediction</span><span class=p>)</span></span></span></code></pre></div></div></div><div class='language-java snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><div [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/custom-io/index.html b/website/generated-content/documentation/patterns/custom-io/index.html
index ab59b52c780..a6064f06166 100644
--- a/website/generated-content/documentation/patterns/custom-io/index.html
+++ b/website/generated-content/documentation/patterns/custom-io/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/custom-windows/index.html b/website/generated-content/documentation/patterns/custom-windows/index.html
index e1be33d64b8..b48ce4c727e 100644
--- a/website/generated-content/documentation/patterns/custom-windows/index.html
+++ b/website/generated-content/documentation/patterns/custom-windows/index.html
@@ -83,7 +83,7 @@ user=user-2, score=10, window=[2019-05-26T13:29:03.367Z..2019-05-26T13:29:13.367
 user=user-1, score=9, window=[2019-05-26T14:30:22.429Z..2019-05-26T14:30:30.553Z)
 user=user-1, score=9, window=[2019-05-26T14:30:33.276Z..2019-05-26T14:30:41.849Z)
 user=user-2, score=10, window=[2019-05-26T14:30:37.357Z..2019-05-26T14:30:47.357Z)
-</code></pre><p>With dynamic sessions, User #2 gets different scores. The third messages arrives seven seconds after the second message, so it&rsquo;s grouped into a different session. The large, 18-point session is split into two 9-point sessions.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><bu [...]
+</code></pre><p>With dynamic sessions, User #2 gets different scores. The third messages arrives seven seconds after the second message, so it&rsquo;s grouped into a different session. The large, 18-point session is split into two 9-point sessions.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><bu [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/file-processing/index.html b/website/generated-content/documentation/patterns/file-processing/index.html
index 4b97d172d90..e991124b9b8 100644
--- a/website/generated-content/documentation/patterns/file-processing/index.html
+++ b/website/generated-content/documentation/patterns/file-processing/index.html
@@ -69,7 +69,7 @@
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Reshuffle</span><span class=p>())</span>
 </span></span><span class=line><span class=cl>  <span class=n>files_and_contents</span> <span class=o>=</span> <span class=p>(</span>
 </span></span><span class=line><span class=cl>      <span class=n>readable_files</span>
-</span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=k>lambda</span> <span class=n>x</span><span class=p>:</span> <span class=p>(</span><span class=n>x</span><span class=o>.</span><span class=n>metadata</span><span class=o>.</span><span class=n>path</span><span class=p>,</span> <span class=n>x</span><span class=o>.</span><span class=n>read_utf8</span><span class= [...]
+</span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=k>lambda</span> <span class=n>x</span><span class=p>:</span> <span class=p>(</span><span class=n>x</span><span class=o>.</span><span class=n>metadata</span><span class=o>.</span><span class=n>path</span><span class=p>,</span> <span class=n>x</span><span class=o>.</span><span class=n>read_utf8</span><span class= [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/grouping-elements-for-efficient-external-service-calls/index.html b/website/generated-content/documentation/patterns/grouping-elements-for-efficient-external-service-calls/index.html
index 5351d902dae..de5b5cab4c5 100644
--- a/website/generated-content/documentation/patterns/grouping-elements-for-efficient-external-service-calls/index.html
+++ b/website/generated-content/documentation/patterns/grouping-elements-for-efficient-external-service-calls/index.html
@@ -39,7 +39,7 @@
 </span></span><span class=line><span class=cl>          <span class=s>&#34;Batch Contents&#34;</span><span class=o>,</span>
 </span></span><span class=line><span class=cl>          <span class=n>GroupIntoBatches</span><span class=o>.&lt;</span><span class=n>String</span><span class=o>,</span> <span class=n>GenericJson</span><span class=o>&gt;</span><span class=n>ofSize</span><span class=o>(</span><span class=n>batchSize</span><span class=o>)</span>
 </span></span><span class=line><span class=cl>              <span class=o>.</span><span class=na>withMaxBufferingDuration</span><span class=o>(</span><span class=n>maxBufferingDuration</span><span class=o>)</span>
-</span></span><span class=line><span class=cl>              <span class=o>.</span><span class=na>withShardedKey</span><span class=o>())</span></span></span></code></pre></div></div></div><div class='language-py snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><div class=highlight><pre tabindex=0 class=chroma><code class=language-py data-lang=py><span clas [...]
+</span></span><span class=line><span class=cl>              <span class=o>.</span><span class=na>withShardedKey</span><span class=o>())</span></span></span></code></pre></div></div></div><div class='language-py snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><div class=highlight><pre tabindex=0 class=chroma><code class=language-py data-lang=py><span clas [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/overview/index.html b/website/generated-content/documentation/patterns/overview/index.html
index 8d8217b8466..35c6e42da87 100644
--- a/website/generated-content/documentation/patterns/overview/index.html
+++ b/website/generated-content/documentation/patterns/overview/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/pipeline-options/index.html b/website/generated-content/documentation/patterns/pipeline-options/index.html
index d7a3325155f..21fb9e6f19d 100644
--- a/website/generated-content/documentation/patterns/pipeline-options/index.html
+++ b/website/generated-content/documentation/patterns/pipeline-options/index.html
@@ -115,7 +115,7 @@
 </span></span><span class=line><span class=cl>  <span class=n>result_pc</span> <span class=o>=</span> <span class=p>(</span>
 </span></span><span class=line><span class=cl>      <span class=n>pipeline</span>
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;main_pc&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Create</span><span class=p>([</span><span class=mi>1</span><span class=p>,</span> <span class=mi>2</span><span class=p>,</span> <span class=mi>3</span><span class=p>])</span>
-</span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>CombineGlobally</span><span class=p>(</span><span class=nb>sum</span><span class=p>))</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change [...]
+</span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>CombineGlobally</span><span class=p>(</span><span class=nb>sum</span><span class=p>))</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/schema/index.html b/website/generated-content/documentation/patterns/schema/index.html
index 92b8afcebed..bf1054def81 100644
--- a/website/generated-content/documentation/patterns/schema/index.html
+++ b/website/generated-content/documentation/patterns/schema/index.html
@@ -117,7 +117,7 @@ After the join, we have one collection that contains all the information (email
 </span></span></span><span class=line><span class=cl><span class=cm>Name: person2 Email: person2@example.com Phone: 222-333-4444
 </span></span></span><span class=line><span class=cl><span class=cm>Name: person3 Email: person3@example.com Phone: 444-333-4444
 </span></span></span><span class=line><span class=cl><span class=cm>Name: person1 Email: person1@example.com Phone: 111-222-3333
-</span></span></span><span class=line><span class=cl><span class=cm> */</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewfo [...]
+</span></span></span><span class=line><span class=cl><span class=cm> */</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewfo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/shared-class/index.html b/website/generated-content/documentation/patterns/shared-class/index.html
index 62a051466b2..fa504fbf403 100644
--- a/website/generated-content/documentation/patterns/shared-class/index.html
+++ b/website/generated-content/documentation/patterns/shared-class/index.html
@@ -89,7 +89,7 @@
 </span></span><span class=line><span class=cl>
 </span></span><span class=line><span class=cl>    <span class=k>def</span> <span class=nf>process</span><span class=p>(</span><span class=bp>self</span><span class=p>,</span> <span class=n>element</span><span class=p>):</span>
 </span></span><span class=line><span class=cl>        <span class=n>attr</span> <span class=o>=</span> <span class=bp>self</span><span class=o>.</span><span class=n>_customer_lookup</span><span class=o>.</span><span class=n>get</span><span class=p>(</span><span class=n>element</span><span class=p>[</span><span class=s2>&#34;customer_id&#34;</span><span class=p>],</span> <span class=p>{})</span>
-</span></span><span class=line><span class=cl>        <span class=k>yield</span> <span class=p>{</span><span class=o>**</span><span class=n>element</span><span class=p>,</span> <span class=o>**</span><span class=n>attr</span><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you w [...]
+</span></span><span class=line><span class=cl>        <span class=k>yield</span> <span class=p>{</span><span class=o>**</span><span class=n>element</span><span class=p>,</span> <span class=o>**</span><span class=n>attr</span><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you w [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/side-inputs/index.html b/website/generated-content/documentation/patterns/side-inputs/index.html
index ec08db2614a..d46c34ae075 100644
--- a/website/generated-content/documentation/patterns/side-inputs/index.html
+++ b/website/generated-content/documentation/patterns/side-inputs/index.html
@@ -197,7 +197,7 @@ PCollection element.</li><li>Apply the side input.</li></ol><div class='language
 </span></span><span class=line><span class=cl><span class=n>result</span> <span class=o>=</span> <span class=p>(</span>
 </span></span><span class=line><span class=cl>    <span class=n>main_input</span>
 </span></span><span class=line><span class=cl>    <span class=o>|</span> <span class=s1>&#39;ApplyCrossJoin&#39;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>FlatMap</span><span class=p>(</span>
-</span></span><span class=line><span class=cl>        <span class=n>cross_join</span><span class=p>,</span> <span class=n>rights</span><span class=o>=</span><span class=n>beam</span><span class=o>.</span><span class=n>pvalue</span><span class=o>.</span><span class=n>AsIter</span><span class=p>(</span><span class=n>side_input</span><span class=p>)))</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found every [...]
+</span></span><span class=line><span class=cl>        <span class=n>cross_join</span><span class=p>,</span> <span class=n>rights</span><span class=o>=</span><span class=n>beam</span><span class=o>.</span><span class=n>pvalue</span><span class=o>.</span><span class=n>AsIter</span><span class=p>(</span><span class=n>side_input</span><span class=p>)))</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found every [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/pipelines/create-your-pipeline/index.html b/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
index d3e90433aa7..a4924fec595 100644
--- a/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
+++ b/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
@@ -44,7 +44,7 @@
 </span></span><span class=line><span class=cl>
 </span></span><span class=line><span class=cl><span class=n>PCollection</span><span class=o>&lt;</span><span class=n>String</span><span class=o>&gt;</span> <span class=n>reversedWords</span> <span class=o>=</span> <span class=n>words</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=k>new</span> <span class=n>ReverseWords</span><span class=o>());</span></span></span></code></pre></div></div></div><h2 id=writing-or-outputting-your-final-pipeline-data [...]
 </span></span><span class=line><span class=cl>
-</span></span><span class=line><span class=cl><span class=n>filteredWords</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>&#34;WriteMyFile&#34;</span><span class=o>,</span> <span class=n>TextIO</span><span class=o>.</span><span class=na>write</span><span class=o>().</span><span class=na>to</span><span class=o>(</span><span class=s>&#34;gs://some/outputData.txt&#34;</span><span class=o>));</span></span></span></code></pre></div></div></div><h2 id [...]
+</span></span><span class=line><span class=cl><span class=n>filteredWords</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>&#34;WriteMyFile&#34;</span><span class=o>,</span> <span class=n>TextIO</span><span class=o>.</span><span class=na>write</span><span class=o>().</span><span class=na>to</span><span class=o>(</span><span class=s>&#34;gs://some/outputData.txt&#34;</span><span class=o>));</span></span></span></code></pre></div></div></div><h2 id [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/pipelines/design-your-pipeline/index.html b/website/generated-content/documentation/pipelines/design-your-pipeline/index.html
index 14efa8d1cd2..517cf9568e8 100644
--- a/website/generated-content/documentation/pipelines/design-your-pipeline/index.html
+++ b/website/generated-content/documentation/pipelines/design-your-pipeline/index.html
@@ -111,7 +111,7 @@ merged both contain the same type.</p><p><img src=/images/design-your-pipeline-f
 </span></span><span class=line><span class=cl>                       <span class=o>.</span><span class=na>and</span><span class=o>(</span><span class=n>orderTag</span><span class=o>,</span> <span class=n>userOrder</span><span class=o>)</span>
 </span></span><span class=line><span class=cl>                       <span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>CoGroupByKey</span><span class=o>.&lt;</span><span class=n>String</span><span class=o>&gt;</span><span class=n>create</span><span class=o>());</span>
 </span></span><span class=line><span class=cl>
-</span></span><span class=line><span class=cl><span class=n>joinedCollection</span><span class=o>.</span><span class=na>apply</span><span class=o>(...);</span></span></span></code></pre></div></div></div><h2 id=whats-next>What&rsquo;s next</h2><ul><li><a href=/documentation/pipelines/create-your-pipeline>Create your own pipeline</a>.</li><li><a href=/documentation/pipelines/test-your-pipeline>Test your pipeline</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20< [...]
+</span></span><span class=line><span class=cl><span class=n>joinedCollection</span><span class=o>.</span><span class=na>apply</span><span class=o>(...);</span></span></span></code></pre></div></div></div><h2 id=whats-next>What&rsquo;s next</h2><ul><li><a href=/documentation/pipelines/create-your-pipeline>Create your own pipeline</a>.</li><li><a href=/documentation/pipelines/test-your-pipeline>Test your pipeline</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/pipelines/test-your-pipeline/index.html b/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
index 8edaebaf367..c214edf1c1e 100644
--- a/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
+++ b/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
@@ -287,7 +287,7 @@
 </span></span></span><span class=line><span class=cl><span class=c1></span>		<span class=c1>// the wantCounts data.
 </span></span></span><span class=line><span class=cl><span class=c1></span>		<span class=nx>passert</span><span class=p>.</span><span class=nf>Equals</span><span class=p>(</span><span class=nx>s</span><span class=p>,</span> <span class=nx>formatted</span><span class=p>,</span> <span class=nx>wantCounts</span><span class=o>...</span><span class=p>)</span>
 </span></span><span class=line><span class=cl>	<span class=p>})</span>
-</span></span><span class=line><span class=cl><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=hea [...]
+</span></span><span class=line><span class=cl><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=hea [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/programming-guide/index.html b/website/generated-content/documentation/programming-guide/index.html
index b1ef7f19955..6c8c3400539 100644
--- a/website/generated-content/documentation/programming-guide/index.html
+++ b/website/generated-content/documentation/programming-guide/index.html
@@ -6136,7 +6136,7 @@ The main advantage here is that multi-language pipelines will be able to operate
 starts the Transform service when a Python runtime isn&rsquo;t available locally, but Docker is.</p></li><li><p>The Apache Beam Python multi-language wrappers might automatically start the Transform service when you&rsquo;re using Java transforms, a Java language runtime isn&rsquo;t available locally, and Docker is available locally.</p></li></ul><p>Beam users also have the option to <a href=/documentation/programming-guide/#transform-service-usage-muanual>manually start</a> a transform  [...]
 <a href=/documentation/transforms/python/elementwise/runinference/>RunInference</a> and
 <a href=/documentation/dsls/dataframes/overview/>DataFrame</a> transforms.</p></li></ul><p>For a more comprehensive list of available transforms, see the
-<a href=https://cwiki.apache.org/confluence/display/BEAM/Transform+Service#TransformService-TransformsincludedintheTransformservice>Transform service</a> developer guide.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7 [...]
+<a href=https://cwiki.apache.org/confluence/display/BEAM/Transform+Service#TransformService-TransformsincludedintheTransformservice>Transform service</a> developer guide.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/capability-matrix/additional-common-features-not-yet-part-of-the-beam-model/index.html b/website/generated-content/documentation/runners/capability-matrix/additional-common-features-not-yet-part-of-the-beam-model/index.html
index 8f778a7a261..e6034af42b0 100644
--- a/website/generated-content/documentation/runners/capability-matrix/additional-common-features-not-yet-part-of-the-beam-model/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/additional-common-features-not-yet-part-of-the-beam-model/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-back to collapsed details</a><h4>Additional common features not yet part of the Beam model</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Drain</th></tr><tr><th>Checkpoint</th></tr><tr><th>Key-ordered delivery</th></tr></table></div><div class="table-right big-right"><div id=additional-common-features-not-yet-part-of-the-beam-model class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Ap [...]
+back to collapsed details</a><h4>Additional common features not yet part of the Beam model</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Drain</th></tr><tr><th>Checkpoint</th></tr><tr><th>Key-ordered delivery</th></tr></table></div><div class="table-right big-right"><div id=additional-common-features-not-yet-part-of-the-beam-model class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Ap [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html b/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html
index 810c5c338b7..9d943c3296e 100644
--- a/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-back to collapsed details</a><h4>Bounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=bounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Google [...]
+back to collapsed details</a><h4>Bounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=bounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Google [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html b/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html
index 13de764aed1..352bdc2a770 100644
--- a/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-back to collapsed details</a><h4>How do refinements relate?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Discarding</th></tr><tr><th>Accumulating</th></tr></table></div><div class="table-right big-right"><div id=how-do-refinements-relate class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Apache Flink</th><th>Apache Spark (RDD/DStream based)</th><th>Apache Spark Structured Streaming  [...]
+back to collapsed details</a><h4>How do refinements relate?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Discarding</th></tr><tr><th>Accumulating</th></tr></table></div><div class="table-right big-right"><div id=how-do-refinements-relate class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Apache Flink</th><th>Apache Spark (RDD/DStream based)</th><th>Apache Spark Structured Streaming  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/index.html b/website/generated-content/documentation/runners/capability-matrix/index.html
index 78ed03c5e47..86553b9897d 100644
--- a/website/generated-content/documentation/runners/capability-matrix/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-<script>$(".table-headers").scroll(function(){$("#"+this.id+".table-center").scrollLeft($(this).scrollLeft())}),$(".table-center").scroll(function(){$("#"+this.id+".table-headers").scrollLeft($(this).scrollLeft())})</script><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a hr [...]
+<script>$(".table-headers").scroll(function(){$("#"+this.id+".table-center").scrollLeft($(this).scrollLeft())}),$(".table-center").scroll(function(){$("#"+this.id+".table-headers").scrollLeft($(this).scrollLeft())})</script><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a hr [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/capability-matrix/unbounded-splittable-dofn-support-status/index.html b/website/generated-content/documentation/runners/capability-matrix/unbounded-splittable-dofn-support-status/index.html
index 349a93606ad..81e6d727081 100644
--- a/website/generated-content/documentation/runners/capability-matrix/unbounded-splittable-dofn-support-status/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/unbounded-splittable-dofn-support-status/index.html
@@ -36,7 +36,7 @@
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-back to collapsed details</a><h4>Unbounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=unbounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Go [...]
+back to collapsed details</a><h4>Unbounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=unbounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Go [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/what-is-being-computed/index.html b/website/generated-content/documentation/runners/capability-matrix/what-is-being-computed/index.html
index 9515a488ff7..ae3b46c79c3 100644
--- a/website/generated-content/documentation/runners/capability-matrix/what-is-being-computed/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/what-is-being-computed/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-back to collapsed details</a><h4>What is being computed?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>ParDo</th></tr><tr><th>GroupByKey</th></tr><tr><th>Flatten</th></tr><tr><th>Combine</th></tr><tr><th>Composite Transforms</th></tr><tr><th>Side Inputs</th></tr><tr><th>Source API</th></tr><tr><th>Metrics</th></tr><tr><th>Stateful Processing</th></tr></table></div><div class="table-right big-right"><div id=what-is-being-computed class="t [...]
+back to collapsed details</a><h4>What is being computed?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>ParDo</th></tr><tr><th>GroupByKey</th></tr><tr><th>Flatten</th></tr><tr><th>Combine</th></tr><tr><th>Composite Transforms</th></tr><tr><th>Side Inputs</th></tr><tr><th>Source API</th></tr><tr><th>Metrics</th></tr><tr><th>Stateful Processing</th></tr></table></div><div class="table-right big-right"><div id=what-is-being-computed class="t [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/when-in-processing-time/index.html b/website/generated-content/documentation/runners/capability-matrix/when-in-processing-time/index.html
index bf32b4eee68..1734e592e37 100644
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+++ b/website/generated-content/documentation/runners/capability-matrix/when-in-processing-time/index.html
@@ -36,7 +36,7 @@
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 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-back to collapsed details</a><h4>When in processing time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Configurable triggering</th></tr><tr><th>Event-time triggers</th></tr><tr><th>Processing-time triggers</th></tr><tr><th>Count triggers</th></tr><tr><th>Composite triggers</th></tr><tr><th>Allowed lateness</th></tr><tr><th>Timers</th></tr></table></div><div class="table-right big-right"><div id=when-in-processing-time class="table-heade [...]
+back to collapsed details</a><h4>When in processing time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Configurable triggering</th></tr><tr><th>Event-time triggers</th></tr><tr><th>Processing-time triggers</th></tr><tr><th>Count triggers</th></tr><tr><th>Composite triggers</th></tr><tr><th>Allowed lateness</th></tr><tr><th>Timers</th></tr></table></div><div class="table-right big-right"><div id=when-in-processing-time class="table-heade [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/where-in-event-time/index.html b/website/generated-content/documentation/runners/capability-matrix/where-in-event-time/index.html
index db72cb7e23e..2723e82b9bc 100644
--- a/website/generated-content/documentation/runners/capability-matrix/where-in-event-time/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/where-in-event-time/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-back to collapsed details</a><h4>Where in event time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Global windows</th></tr><tr><th>Fixed windows</th></tr><tr><th>Sliding windows</th></tr><tr><th>Session windows</th></tr><tr><th>Custom windows</th></tr><tr><th>Custom merging windows</th></tr><tr><th>Timestamp control</th></tr></table></div><div class="table-right big-right"><div id=where-in-event-time class="table-headers big-headers"><t [...]
+back to collapsed details</a><h4>Where in event time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Global windows</th></tr><tr><th>Fixed windows</th></tr><tr><th>Sliding windows</th></tr><tr><th>Session windows</th></tr><tr><th>Custom windows</th></tr><tr><th>Custom merging windows</th></tr><tr><th>Timestamp control</th></tr></table></div><div class="table-right big-right"><div id=where-in-event-time class="table-headers big-headers"><t [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/dataflow/index.html b/website/generated-content/documentation/runners/dataflow/index.html
index 2a39141b264..03b3ae6bf59 100644
--- a/website/generated-content/documentation/runners/dataflow/index.html
+++ b/website/generated-content/documentation/runners/dataflow/index.html
@@ -87,7 +87,7 @@ command).</p></li><li><p>Streaming jobs use a Google Compute Engine <a href=http
 of <code>n1-standard-2</code> or higher by default. You must not override this, as
 <code>n1-standard-2</code> is the minimum required machine type for running streaming
 jobs.</p></li><li><p>Streaming execution <a href=https://cloud.google.com/dataflow/pricing>pricing</a>
-differs from batch execution.</p></li></ol><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
+differs from batch execution.</p></li></ol><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/direct/index.html b/website/generated-content/documentation/runners/direct/index.html
index 48f49f17263..672612e182f 100644
--- a/website/generated-content/documentation/runners/direct/index.html
+++ b/website/generated-content/documentation/runners/direct/index.html
@@ -47,7 +47,7 @@
 interface for defaults and additional pipeline configuration options.</p><h2 id=additional-information-and-caveats>Additional information and caveats</h2><h3 id=memory-considerations>Memory considerations</h3><p>Local execution is limited by the memory available in your local environment. It is highly recommended that you run your pipeline with data sets small enough to fit in local memory. You can create a small in-memory data set using a <span class=language-java><a href=https://beam.a [...]
 By default, <code>targetParallelism</code> is the greater of the number of available processors and 3.</p><p class=language-py>Number of threads or subprocesses is defined by setting the <code>direct_num_workers</code> pipeline option.
 From 2.22.0, <code>direct_num_workers = 0</code> is supported. When <code>direct_num_workers</code> is set to 0, it will set the number of threads/subprocess to the number of cores of the machine where the pipeline is running.</p><p class=language-py><strong>Setting running mode</strong></p><p class=language-py>In Beam 2.19.0 and newer, you can use the <code>direct_running_mode</code> pipeline option to set the running mode.
-<code>direct_running_mode</code> can be one of [<code>'in_memory'</code>, <code>'multi_threading'</code>, <code>'multi_processing'</code>].</p><p class=language-py><b>in_memory</b>: Runner and workers&rsquo; communication happens in memory (not through gRPC). This is a default mode.</p><p class=language-py><b>multi_threading</b>: Runner and workers communicate through gRPC and each worker runs in a thread.</p><p class=language-py><b>multi_processing</b>: Runner and workers communicate th [...]
+<code>direct_running_mode</code> can be one of [<code>'in_memory'</code>, <code>'multi_threading'</code>, <code>'multi_processing'</code>].</p><p class=language-py><b>in_memory</b>: Runner and workers&rsquo; communication happens in memory (not through gRPC). This is a default mode.</p><p class=language-py><b>multi_threading</b>: Runner and workers communicate through gRPC and each worker runs in a thread.</p><p class=language-py><b>multi_processing</b>: Runner and workers communicate th [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/flink/index.html b/website/generated-content/documentation/runners/flink/index.html
index e38f2008303..295fd2a73ed 100644
--- a/website/generated-content/documentation/runners/flink/index.html
+++ b/website/generated-content/documentation/runners/flink/index.html
@@ -134,7 +134,7 @@ The Flink community supports the last two minor versions. When support for a Fli
 To find out which version of Flink is compatible with Beam please see the table below:</p><table class="table table-bordered"><tr><th>Flink Version</th><th>Artifact Id</th><th>Supported Beam Versions</th></tr><tr><td>1.19.x</td><td>beam-runners-flink-1.19</td><td>&ge; 2.61.0</td></tr><tr><td>1.18.x</td><td>beam-runners-flink-1.18</td><td>&ge; 2.57.0</td></tr><tr><td>1.17.x</td><td>beam-runners-flink-1.17</td><td>&ge; 2.56.0</td></tr><tr><td>1.16.x</td><td>beam-runners-flink-1.16</td><td> [...]
 capabilities of the classic Flink Runner.</p><p>The <a href=https://s.apache.org/apache-beam-portability-support-table>Portable Capability
 Matrix</a> documents
-the capabilities of the portable Flink Runner.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div>< [...]
+the capabilities of the portable Flink Runner.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div>< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/jet/index.html b/website/generated-content/documentation/runners/jet/index.html
index ef13ca92b0f..723d43d7e7c 100644
--- a/website/generated-content/documentation/runners/jet/index.html
+++ b/website/generated-content/documentation/runners/jet/index.html
@@ -97,7 +97,7 @@ is any string that is accepted by <code>new java.io.File()</code> as a parameter
 then the Runner will be using an external cluster. If greater, then the Runner will be using a cluster started by itself.</td><td><code>0</code></td></tr><tr><td><code>jetDefaultParallelism</code></td><td>Local parallelism of Jet members, the number of processors of each vertex of the DAG that will be created on each
 Jet Cluster member.</td><td><code>2</code></td></tr><tr><td><code>jetProcessorsCooperative</code></td><td>Boolean flag specifying if Jet Processors for DoFns are allowed to be cooperative (ie. use green threads instead of
 dedicated OS ones). If set to true than all such Processors will be cooperative, except when they have no outputs
-(so they are assumed to be syncs).</td><td><code>false</code></td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND [...]
+(so they are assumed to be syncs).</td><td><code>false</code></td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/nemo/index.html b/website/generated-content/documentation/runners/nemo/index.html
index 455510ca20e..11087d5f8ca 100644
--- a/website/generated-content/documentation/runners/nemo/index.html
+++ b/website/generated-content/documentation/runners/nemo/index.html
@@ -113,7 +113,7 @@ Also, be sure to extend the <code>capacity</code> of the resources in the <code>
   &#34;memory_mb&#34;: 2048,
   &#34;capacity&#34;: 50000
 }
-</code></pre><p>Please refer to the <a href=https://github.com/apache/incubator-nemo>Apache Nemo GitHub README</a> for more information.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTI [...]
+</code></pre><p>Please refer to the <a href=https://github.com/apache/incubator-nemo>Apache Nemo GitHub README</a> for more information.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTI [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/prism/index.html b/website/generated-content/documentation/runners/prism/index.html
index 1d378c66ab7..abb5b97ca6f 100644
--- a/website/generated-content/documentation/runners/prism/index.html
+++ b/website/generated-content/documentation/runners/prism/index.html
@@ -57,7 +57,7 @@ This is recommended if you want to deploy Prism on some other machine.</p><p>Nav
 This is recommended if you only want to run Prism on your local machine.</p><p>You can insall Prism with <code>go install</code>:</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-sh data-lang=sh><span class=line><span class=cl>go install github.com/apache/beam/sdks/v2/go/cmd/prism@latest
 </span></span><span class=line><span class=cl>prism
 </span></span></code></pre></div><p>Or simply build and execute the binary immeadiately using <code>go run</code>:</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-sh data-lang=sh><span class=line><span class=cl>go run github.com/apache/beam/sdks/v2/go/cmd/prism@latest
-</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/samza/index.html b/website/generated-content/documentation/runners/samza/index.html
index 2e3ceb7020f..619130dab8b 100644
--- a/website/generated-content/documentation/runners/samza/index.html
+++ b/website/generated-content/documentation/runners/samza/index.html
@@ -85,7 +85,7 @@ job.name=${your_job_name}
 job.factory.class=org.apache.samza.job.yarn.YarnJobFactory
 job.coordinator.system=${job_coordinator_system}
 job.default.system=${job_default_system}
-</code></pre><p>For more details on the configuration, see <a href=https://samza.apache.org/learn/documentation/latest/jobs/configuration-table.html>Samza Configuration Reference</a>.</p><p>The config file will be passed in by setting the command line arg <code>--configFilePath=/path/to/config.properties</code>. With that, you can run your main class of Beam pipeline in a Yarn Resource Manager, and the Samza Runner will submit a Yarn job under the hood.</p><p>Check out our <a href=https: [...]
+</code></pre><p>For more details on the configuration, see <a href=https://samza.apache.org/learn/documentation/latest/jobs/configuration-table.html>Samza Configuration Reference</a>.</p><p>The config file will be passed in by setting the command line arg <code>--configFilePath=/path/to/config.properties</code>. With that, you can run your main class of Beam pipeline in a Yarn Resource Manager, and the Samza Runner will submit a Yarn job under the hood.</p><p>Check out our <a href=https: [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/spark/index.html b/website/generated-content/documentation/runners/spark/index.html
index cd22de5f391..18ca4dd2c83 100644
--- a/website/generated-content/documentation/runners/spark/index.html
+++ b/website/generated-content/documentation/runners/spark/index.html
@@ -179,7 +179,7 @@ Instead, you should use <code>SparkContextOptions</code> which can only be used
   volumes:
   - name: beam-data
     emptyDir: {}
-</code></pre><h4 id=submit-beam-job-with-job-server>Submit beam job with job server</h4><p>An <a href=https://github.com/cometta/python-apache-beam-spark>example</a> of configuring Spark to run Apache beam job with a job server.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-butt [...]
+</code></pre><h4 id=submit-beam-job-with-job-server>Submit beam job with job server</h4><p>An <a href=https://github.com/cometta/python-apache-beam-spark>example</a> of configuring Spark to run Apache beam job with a job server.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-butt [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/twister2/index.html b/website/generated-content/documentation/runners/twister2/index.html
index def9c08eacd..ff9db45bb2a 100644
--- a/website/generated-content/documentation/runners/twister2/index.html
+++ b/website/generated-content/documentation/runners/twister2/index.html
@@ -68,7 +68,7 @@ deployment.</p><p>Note: Currently file paths need to be absolute paths.</p><pre
             --inputFile=&lt;PATH_TO_FILE&gt;/pom.xml \
             --output=&lt;PATH_TO_FILE&gt;/counts&#34; \
         -Ptwister2-runner
-</code></pre><h2 id=pipeline-options-for-the-twister2-runner>Pipeline Options for the Twister2 Runner</h2><div class=table-container-wrapper><table class="table table-bordered"><tr><th>Field</th><th>Description</th><th>Default Value</th></tr><tr><td><code>runner</code></td><td>The pipeline runner to use. This option allows you to determine the pipeline runner at runtime.</td><td>Set to <code>Twister2Runner</code> to run using Twister2.</td></tr><tr><td><code>twister2Home</code></td><td>L [...]
+</code></pre><h2 id=pipeline-options-for-the-twister2-runner>Pipeline Options for the Twister2 Runner</h2><div class=table-container-wrapper><table class="table table-bordered"><tr><th>Field</th><th>Description</th><th>Default Value</th></tr><tr><td><code>runner</code></td><td>The pipeline runner to use. This option allows you to determine the pipeline runner at runtime.</td><td>Set to <code>Twister2Runner</code> to run using Twister2.</td></tr><tr><td><code>twister2Home</code></td><td>L [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runtime/environments/index.html b/website/generated-content/documentation/runtime/environments/index.html
index 5d39539434b..f9eb593a059 100644
--- a/website/generated-content/documentation/runtime/environments/index.html
+++ b/website/generated-content/documentation/runtime/environments/index.html
@@ -214,7 +214,7 @@ accessed by any third-party service, if needed.</li><li>Local runners attempt to
 images. If an image cannot be pulled locally (by the docker daemon),
 you may see an log message like:<pre tabindex=0><code>Error response from daemon: manifest for remote.repo/beam_python3.7_sdk:2.25.0-custom not found: manifest unknown: ...
 INFO:apache_beam.runners.portability.fn_api_runner.worker_handlers:Unable to pull image...
-</code></pre></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer>< [...]
+</code></pre></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer>< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runtime/model/index.html b/website/generated-content/documentation/runtime/model/index.html
index 6ee54475c14..e2492dcb5d0 100644
--- a/website/generated-content/documentation/runtime/model/index.html
+++ b/website/generated-content/documentation/runtime/model/index.html
@@ -125,7 +125,7 @@ elements in the input bundle must be retried. These two <code>ParDo</code>s are
 the input bundle are retried.</em></p><p>Note that the retry does not necessarily have the same processing time as the
 original attempt, as shown in the diagram.</p><p>All <code>DoFns</code> that experience coupled failures are terminated and must be torn
 down since they aren’t following the normal <code>DoFn</code> lifecycle .</p><p>Executing transforms this way allows a runner to avoid persisting elements
-between transforms, saving on persistence costs.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
+between transforms, saving on persistence costs.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runtime/resource-hints/index.html b/website/generated-content/documentation/runtime/resource-hints/index.html
index c317eb2755b..8e088d7b00b 100644
--- a/website/generated-content/documentation/runtime/resource-hints/index.html
+++ b/website/generated-content/documentation/runtime/resource-hints/index.html
@@ -70,7 +70,7 @@
 </span></span></span><span class=line><span class=cl><span class=w>      </span><span class=l>...</span><span class=w>
 </span></span></span><span class=line><span class=cl><span class=w>    </span><span class=nt>resource_hints</span><span class=p>:</span><span class=w>
 </span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>min_ram</span><span class=p>:</span><span class=w> </span><span class=l>30GB</span></span></span></code></pre></div></div></div><p class=language-yaml>Such a <code>resource_hints</code> attribute can also be placed on the top-level pipeline
-object to apply to the entire pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
+object to apply to the entire pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runtime/sdk-harness-config/index.html b/website/generated-content/documentation/runtime/sdk-harness-config/index.html
index 02d53b9fa30..74a06be2131 100644
--- a/website/generated-content/documentation/runtime/sdk-harness-config/index.html
+++ b/website/generated-content/documentation/runtime/sdk-harness-config/index.html
@@ -55,7 +55,7 @@ an external service for Python workers by running
 <code>BEAM_WORKER_POOL_IN_DOCKER_VM</code> environment variable on the client:
 <code>export BEAM_WORKER_POOL_IN_DOCKER_VM=1</code>.</li></ul></li><li><code>LOOPBACK</code>: User code is executed within the same process that submitted the pipeline. This
 option is useful for local testing. However, it is not suitable for a production environment,
-as it performs work on the machine the job originated from.<ul><li><code>environment_config</code> is not used for the <code>LOOPBACK</code> environment.</li></ul></li></ul></li><li><code>sdk_worker_parallelism</code> sets the number of SDK workers that run on each worker node. The default is 1. If 0, the value is automatically set by the runner by looking at different parameters, such as the number of CPU cores on the worker machine. Only used for Python pipelines on Flink and Spark run [...]
+as it performs work on the machine the job originated from.<ul><li><code>environment_config</code> is not used for the <code>LOOPBACK</code> environment.</li></ul></li></ul></li><li><code>sdk_worker_parallelism</code> sets the number of SDK workers that run on each worker node. The default is 1. If 0, the value is automatically set by the runner by looking at different parameters, such as the number of CPU cores on the worker machine. Only used for Python pipelines on Flink and Spark run [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/sdks/python-sdk-image-build/index.html b/website/generated-content/documentation/sdks/python-sdk-image-build/index.html
index 673725f8ca5..92a5b22b95b 100644
--- a/website/generated-content/documentation/sdks/python-sdk-image-build/index.html
+++ b/website/generated-content/documentation/sdks/python-sdk-image-build/index.html
@@ -159,7 +159,7 @@ should configure <a href=https://cloud.google.com/artifact-registry/docs/docker/
 before <code>docker push</code>.</p><h4 id=docker-hub>Docker Hub</h4><p>You can push your Docker hub repository
 after <a href=https://docs.docker.com/reference/cli/docker/login/>docker login</a>.</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-shell data-lang=shell><span class=line><span class=cl>docker tag apache/beam_python3.10_sdk:2.60.0 &lt;my-account&gt;/beam_python3.10_sdk:2.60.0-custom
 </span></span><span class=line><span class=cl>docker push &lt;my-account&gt;/beam_python3.10_sdk:2.60.0-custom
-</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/sdks/yaml-schema/index.html b/website/generated-content/documentation/sdks/yaml-schema/index.html
index c6411338c31..6a3e7c49369 100644
--- a/website/generated-content/documentation/sdks/yaml-schema/index.html
+++ b/website/generated-content/documentation/sdks/yaml-schema/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 data that is malformed, doesn&rsquo;t meet preconditions, or otherwise causes issues
 during processing.</p><p>Beam YAML helps the user detect and capture these issues by using the optional
 <code>output_schema</code> configuration, which is available for any transform in the YAML
@@ -109,7 +109,37 @@ output row will have the timestamp as an integer when it should be a boolean.</p
 </span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>input</span><span class=p>:</span><span class=w> </span><span class=l>AssignTimestamps</span><span class=w>
 </span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>config</span><span class=p>:</span><span class=w>
 </span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>elements</span><span class=p>:</span><span class=w> </span><span class=p>[]</span><span class=w>
-</span></span></span></code></pre></div><p>WARNING: If a transform doesn&rsquo;t have the error_handling configuration available
+</span></span></span></code></pre></div><h2 id=implicit-input-chaining-for-composite-transforms>Implicit Input Chaining for Composite Transforms</h2><p>When using <code>type: composite</code>, you can now omit explicit <code>input</code> specifications on
+sub-transforms. The sub-transforms will automatically chain together, similar to
+how <code>type: chain</code> works.</p><p>For example, this pipeline:</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-yaml data-lang=yaml><span class=line><span class=cl><span class=nt>pipeline</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>  </span><span class=nt>type</span><span class=p>:</span><span class=w> </span><span class=l>composite</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>  </span><span class=nt>input</span><span class=p>:</span><span class=w> </span><span class=l>SomeInput</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>  </span><span class=nt>transforms</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>    </span>- <span class=nt>type</span><span class=p>:</span><span class=w> </span><span class=l>MapToFields</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>config</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>language</span><span class=p>:</span><span class=w> </span><span class=l>python</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>fields</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>          </span><span class=nt>x</span><span class=p>:</span><span class=w> </span><span class=s2>&#34;element.x * 2&#34;</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>    </span>- <span class=nt>type</span><span class=p>:</span><span class=w> </span><span class=l>Filter</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>config</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>language</span><span class=p>:</span><span class=w> </span><span class=l>python</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>keep</span><span class=p>:</span><span class=w> </span><span class=s2>&#34;element.x &gt; 5&#34;</span><span class=w>
+</span></span></span></code></pre></div><p>Is equivalent to:</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-yaml data-lang=yaml><span class=line><span class=cl><span class=nt>pipeline</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>  </span><span class=nt>type</span><span class=p>:</span><span class=w> </span><span class=l>composite</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>  </span><span class=nt>input</span><span class=p>:</span><span class=w> </span><span class=l>SomeInput</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>  </span><span class=nt>transforms</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>    </span>- <span class=nt>type</span><span class=p>:</span><span class=w> </span><span class=l>MapToFields</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>input</span><span class=p>:</span><span class=w> </span><span class=l>SomeInput</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>config</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>language</span><span class=p>:</span><span class=w> </span><span class=l>python</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>fields</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>          </span><span class=nt>x</span><span class=p>:</span><span class=w> </span><span class=s2>&#34;element.x * 2&#34;</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>    </span>- <span class=nt>type</span><span class=p>:</span><span class=w> </span><span class=l>Filter</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>input</span><span class=p>:</span><span class=w> </span><span class=l>MapToFields</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>      </span><span class=nt>config</span><span class=p>:</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>language</span><span class=p>:</span><span class=w> </span><span class=l>python</span><span class=w>
+</span></span></span><span class=line><span class=cl><span class=w>        </span><span class=nt>keep</span><span class=p>:</span><span class=w> </span><span class=s2>&#34;element.x &gt; 5&#34;</span><span class=w>
+</span></span></span></code></pre></div><p>Note: Implicit chaining only works when:</p><ol><li>The composite transform has an input (e.g., <code>input: SomeInput</code>)</li><li>Sub-transforms have no explicit <code>input</code> or <code>output</code> specifications</li></ol><p>WARNING: If a transform doesn&rsquo;t have the error_handling configuration available
 and a user chooses to use this optional output_schema feature, any failures
 found will result in the entire pipeline failing. If the user would still like
 to have some kind of output schema validation, please use the ValidateWithSchema
diff --git a/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html b/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
index 0620adc0d49..8dc280f03b6 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
@@ -42,7 +42,7 @@ minimum value, <em>n-2</em> intermediate values, and the maximum value.</p><h2 i
 would use <code>ApproximateQuantiles.globally(5)</code>. This will produce a list
 containing 5 values: the minimum value, Quartile 1 value, Quartile 2
 value, Quartile 3 value, and the maximum value.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_ApproximateQuantiles data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_ApproximateQuantiles%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-w [...]
-estimates the number of distinct elements or distinct values in key-value pairs</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3G [...]
+estimates the number of distinct elements or distinct values in key-value pairs</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3G [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/approximateunique/index.html b/website/generated-content/documentation/transforms/java/aggregation/approximateunique/index.html
index e4446502e6d..4429c7b52e6 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/approximateunique/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/approximateunique/index.html
@@ -40,7 +40,7 @@ Javadoc</a></table><br><br><p>Transforms for estimating the number of distinct e
 or the number of distinct values associated with each key in a collection
 of key-value pairs.</p><h2 id=examples>Examples</h2><p>See <a href=https://issues.apache.org/jira/browse/BEAM-7703>BEAM-7703</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/aggregation/hllcount>HllCount</a>
 estimates the number of distinct elements and creates re-aggregatable sketches using the HyperLogLog++ algorithm.</li><li><a href=/documentation/transforms/java/aggregation/count>Count</a>
-counts the number of elements within each aggregation.</li><li><a href=/documentation/transforms/java/aggregation/distinct>Distinct</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7Ukpgg [...]
+counts the number of elements within each aggregation.</li><li><a href=/documentation/transforms/java/aggregation/distinct>Distinct</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7Ukpgg [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/cogroupbykey/index.html b/website/generated-content/documentation/transforms/java/aggregation/cogroupbykey/index.html
index 95a98050487..11d5848f1f0 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/cogroupbykey/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/cogroupbykey/index.html
@@ -65,7 +65,7 @@ associated with each name.</p><div class='language-java snippet'><div class="not
 </span></span></span><span class=line><span class=cl><span class=c1></span>    <span class=n>String</span> <span class=n>string</span> <span class=o>=</span> <span class=n>e</span><span class=o>.</span><span class=na>getOnly</span><span class=o>(</span><span class=n>t2</span><span class=o>);</span>
 </span></span><span class=line><span class=cl>    <span class=o>...</span>
 </span></span><span class=line><span class=cl><span class=o>}));</span></span></span></code></pre></div></div></div><p><strong>Example 2:</strong></p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_GroupByKey data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_GroupBy [...]
-takes one input collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer  [...]
+takes one input collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/combine/index.html b/website/generated-content/documentation/transforms/java/aggregation/combine/index.html
index dbd8c301c42..18400c42f28 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/combine/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/combine/index.html
@@ -65,7 +65,7 @@ function passed to a keyed combine must be associative and commutative.</p><div
 </span></span></span><span class=line><span class=cl><span class=c1></span><span class=n>PCollection</span><span class=o>&lt;</span><span class=n>KV</span><span class=o>&lt;</span><span class=n>String</span><span class=o>,</span> <span class=n>Integer</span><span class=o>&gt;&gt;</span> <span class=n>playerAccuracy</span> <span class=o>=</span> <span class=o>...;</span>
 </span></span><span class=line><span class=cl><span class=n>PCollection</span><span class=o>&lt;</span><span class=n>KV</span><span class=o>&lt;</span><span class=n>String</span><span class=o>,</span> <span class=n>Double</span><span class=o>&gt;&gt;</span> <span class=n>avgAccuracyPerPlayer</span> <span class=o>=</span>
 </span></span><span class=line><span class=cl>  <span class=n>playerAccuracy</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Combine</span><span class=o>.&lt;</span><span class=n>String</span><span class=o>,</span> <span class=n>Integer</span><span class=o>,</span> <span class=n>Double</span><span class=o>&gt;</span><span class=n>perKey</span><span class=o>(</span>
-</span></span><span class=line><span class=cl>    <span class=k>new</span> <span class=n>MeanInts</span><span class=o>())));</span></span></span></code></pre></div></div></div><p><strong>Example 3</strong>:</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Combine data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?e [...]
+</span></span><span class=line><span class=cl>    <span class=k>new</span> <span class=n>MeanInts</span><span class=o>())));</span></span></span></code></pre></div></div></div><p><strong>Example 3</strong>:</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Combine data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?e [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html b/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
index 5a120623cc1..51820f0c5ed 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>A class of transforms that contains combine functions that have access to <code>PipelineOptions</code> and side inputs through <code>CombineWithContext.Context</code>.</p><h2 id=examples>Examples</h2><p>See <a href=https://issues.apache.org/jira/browse/BEAM-7703>BEAM-7703</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/count/index.html b/website/generated-content/documentation/transforms/java/aggregation/count/index.html
index daa39679e2b..2c11d441023 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/count/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/count/index.html
@@ -45,7 +45,7 @@ in the input collection. The output collection is a key-value
 pair, containing each unique element and the number of times it
 appeared in the original collection.</li></ul><h2 id=examples>Examples</h2><p><strong>Example 1</strong>: Count.globally</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Count data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Count%22%2c%22sdk%22%3a%22java%22%2c%2 [...]
 estimates the number of distinct elements or distinct values in key-value pairs</li><li><a href=/documentation/transforms/java/aggregation/sum>Sum</a> computes
-the sum of elements in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div> [...]
+the sum of elements in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div> [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/distinct/index.html b/website/generated-content/documentation/transforms/java/aggregation/distinct/index.html
index 000b6421239..e356dda7ee5 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/distinct/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/distinct/index.html
@@ -49,7 +49,7 @@ values for each key.</p><h2 id=examples>Examples</h2><p><strong>Example 1</stron
 </span></span><span class=line><span class=cl>
 </span></span><span class=line><span class=cl><span class=n>PCollection</span><span class=o>&lt;</span><span class=n>String</span><span class=o>&gt;</span> <span class=n>distinctWords</span> <span class=o>=</span> <span class=n>input</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Distinct</span><span class=o>.</span><span class=na>create</span><span class=o>());</span></span></span></code></pre></div></div></div><p><strong>Example 2</strong>: F [...]
 counts the number of elements within each aggregation.</li><li><a href=/documentation/transforms/java/aggregation/approximateunique>ApproximateUnique</a>
-estimates the number of distinct elements in a collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></bu [...]
+estimates the number of distinct elements in a collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></bu [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html b/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html
index 822749c7e8a..ae78f26a161 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html
@@ -42,7 +42,7 @@ associated with that key.</p><p>The results can be combined with windowing to su
 based on time or triggering to produce partial aggregations. Either
 windowing or triggering is necessary when processing unbounded collections.</p><p>See more information in the <a href=/documentation/programming-guide/#groupbykey>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_GroupByKey data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play [...]
 for multiple input collections</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/groupintobatches/index.html b/website/generated-content/documentation/transforms/java/aggregation/groupintobatches/index.html
index d8025559d81..eacf3901ff1 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/groupintobatches/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/groupintobatches/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>Batches inputs to a desired batch size.</p><p>Batches contain only elements of a single key. Elements are buffered until
 <code>batchSize</code> number of elements buffered. Then, these elements are output
-to the output collection.</p><p>Batches contain elements from the same window, so windows are preserved. Batches might contain elements from more than one bundle.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_GroupIntoBatches data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editabl [...]
+to the output collection.</p><p>Batches contain elements from the same window, so windows are preserved. Batches might contain elements from more than one bundle.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_GroupIntoBatches data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editabl [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/hllcount/index.html b/website/generated-content/documentation/transforms/java/aggregation/hllcount/index.html
index 7960fca3db8..a7deeea8f69 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/hllcount/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/hllcount/index.html
@@ -47,7 +47,7 @@ which summarizes the union of the inputs that were aggregated in the merged sket
 </span></span><span class=line><span class=cl> <span class=n>PCollection</span><span class=o>&lt;</span><span class=n>Long</span><span class=o>&gt;</span> <span class=n>countDistinct</span> <span class=o>=</span>
 </span></span><span class=line><span class=cl>     <span class=n>input</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>HllCount</span><span class=o>.</span><span class=na>Init</span><span class=o>.</span><span class=na>forStrings</span><span class=o>().</span><span class=na>globally</span><span class=o>()).</span><span class=na>apply</span><span class=o>(</span><span class=n>HllCount</span><span class=o>.</span><span class=na>Extract</span><span [...]
 </span></span><span class=line><span class=cl> <span class=n>PCollection</span><span class=o>&lt;</span><span class=n>Long</span><span class=o>&gt;</span> <span class=n>countDistinct</span> <span class=o>=</span> <span class=n>sketch</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>HllCount</span><span class=o>.</span><span class=na>Extract</span><span class=o>.</span><span class=na>globally</span><span class=o>());</span></span></span></code></p [...]
-estimates the number of distinct elements or values in key-value pairs (but does not expose sketches; also less accurate than <code>HllCount</code>).</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIy [...]
+estimates the number of distinct elements or values in key-value pairs (but does not expose sketches; also less accurate than <code>HllCount</code>).</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIy [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/latest/index.html b/website/generated-content/documentation/transforms/java/aggregation/latest/index.html
index b8fb169ed41..b0d56d23bd9 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/latest/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/latest/index.html
@@ -43,7 +43,7 @@ latest value for each key, according to the implicit timestamp.</li></ul><p>For
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Window</span><span class=o>.</span><span class=na>into</span><span class=o>(</span><span class=n>Sessions</span><span class=o>.</span><span class=na>withGapDuration</span><span class=o>(</span><span class=n>Duration</span><span class=o>.</span><span class=na>standardMinutes</span><span class=o>(</span><span class=n>5</span><span class=o>)));</span>
 </span></span><span class=line><span class=cl> <span class=n>PCollection</span> <span class=n>latestValues</span> <span class=o>=</span> <span class=n>sessioned</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Latest</span><span class=o>.</span><span class=na>globally</span><span class=o>());</span></span></span></code></pre></div></div></div><p><strong>Example 2</strong>:</p><div class=playground-wrapper><div class=playground-snippets><div class [...]
 converts between explicit and implicit form of various Beam values</li><li><a href=/documentation/transforms/java/elementwise/withtimestamps>WithTimestamps</a>
-assigns timestamps to all the elements of a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button [...]
+assigns timestamps to all the elements of a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/max/index.html b/website/generated-content/documentation/transforms/java/aggregation/max/index.html
index 7e6f2597253..2fec6e981e2 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/max/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/max/index.html
@@ -44,7 +44,7 @@ with each unique key (which is of type <code>String</code>).</p><div class='lang
 </span></span><span class=line><span class=cl>     <span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Max</span><span class=o>.</span><span class=na>integersPerKey</span><span class=o>());</span></span></span></code></pre></div></div></div><p><strong>Example 3</strong>:</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Max data-show=main_section></div></div><div  [...]
 for computing minimum values in a collection</li><li><a href=/documentation/transforms/java/aggregation/mean>Mean</a>
 for computing the arithmetic mean of the elements in a collection</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/mean/index.html b/website/generated-content/documentation/transforms/java/aggregation/mean/index.html
index a285317f1a6..bf3034bccdc 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/mean/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/mean/index.html
@@ -40,7 +40,7 @@ Javadoc</a></table><br><br><p>Transforms for computing the arithmetic mean of th
 or the mean of the values associated with each key in a collection of key-value pairs.</p><ul><li><code>Mean.globally()</code> returns a transform that then returns a collection whose contents is the mean of the input collection&rsquo;s elements. If there are no elements in the input collection, it returns 0.</li><li><code>Mean.perKey()</code> returns a transform that returns a collection that contains an output element mapping each distinct key in the input collection to the mean of the [...]
 for computing maximum values in a collection</li><li><a href=/documentation/transforms/java/aggregation/min>Min</a>
 for computing maximum values in a collection</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/min/index.html b/website/generated-content/documentation/transforms/java/aggregation/min/index.html
index 03f21ad0218..4164c208cad 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/min/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/min/index.html
@@ -41,7 +41,7 @@ values in a collection, either globally or for each key.</p><h2 id=examples>Exam
 with each unique key (which is of type <code>String</code>).</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_MinPerKey data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_MinPerKey%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% [...]
 for computing maximum values in a collection</li><li><a href=/documentation/transforms/java/aggregation/mean>Mean</a>
 for computing the arithmetic mean of the elements in a collection</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/sample/index.html b/website/generated-content/documentation/transforms/java/aggregation/sample/index.html
index 0aa433bbf9b..6fd2401cc10 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/sample/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/sample/index.html
@@ -39,7 +39,7 @@
 Javadoc</a></table><br><br><p>Transforms for taking samples of the elements in a collection, or
 samples of the values associated with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Sample data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Sample%22%2c%22sdk%22%3a%22java%22%2c%22show%2 [...]
 finds the largest (or smallest) set of elements in a collection</li><li><a href=/documentation/transforms/java/aggregation/latest>Latest</a>
-computes the latest element in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></di [...]
+computes the latest element in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></di [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/sum/index.html b/website/generated-content/documentation/transforms/java/aggregation/sum/index.html
index 0f7344a1583..f621fb12427 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/sum/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/sum/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>Transforms for computing the sum of the elements in a collection, or the sum of the
 values associated with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h2><p><strong>Example 1</strong>: get the sum of a <code>PCollection</code> of <code>Doubles</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Sum data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&exa [...]
-counts the number of elements within each aggregation</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button> [...]
+counts the number of elements within each aggregation</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button> [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/aggregation/top/index.html b/website/generated-content/documentation/transforms/java/aggregation/top/index.html
index 1a974cde917..a43e9a8a83b 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/top/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/top/index.html
@@ -39,7 +39,7 @@
 Javadoc</a></table><br><br><p>Transforms for finding the largest (or smallest) set of elements in
 a collection, or the largest (or smallest) set of values associated
 with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Top data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Top%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-widt [...]
-takes samples of collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer  [...]
+takes samples of collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/filter/index.html b/website/generated-content/documentation/transforms/java/elementwise/filter/index.html
index 34ae848a755..63f347a6795 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/filter/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/filter/index.html
@@ -49,7 +49,7 @@ on the natural ordering of the element.</p><h2 id=examples>Examples</h2><p><stro
 </span></span><span class=line><span class=cl><span class=n>PCollection</span><span class=o>&lt;</span><span class=n>Long</span><span class=o>&gt;</span> <span class=n>bigNumbers</span> <span class=o>=</span> <span class=n>numbers</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Filter</span><span class=o>.</span><span class=na>greaterThan</span><span class=o>(</span><span class=n>3</span><span class=o>));</span>
 </span></span><span class=line><span class=cl><span class=n>PCollection</span><span class=o>&lt;</span><span class=n>Long</span><span class=o>&gt;</span> <span class=n>smallNumbers</span> <span class=o>=</span> <span class=n>numbers</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Filter</span><span class=o>.</span><span class=na>lessThanEq</span><span class=o>(</span><span class=n>3</span><span class=o>));</span></span></span></code></pre></div> [...]
 each input it might produce zero or more outputs.</li><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a> is the most general element-wise mapping
-operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
+operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/flatmapelements/index.html b/website/generated-content/documentation/transforms/java/elementwise/flatmapelements/index.html
index da07143218e..e0f132a70f1 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/flatmapelements/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/flatmapelements/index.html
@@ -39,7 +39,7 @@
 Javadoc</a></table><br><br><p>Applies a simple 1-to-many mapping function over each element in the
 collection. The many elements are flattened into the resulting collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_FlatMapElements data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_FlatMapElements%22%2c%22sdk%22%3a%22java%22%2 [...]
 deciding whether to output an element or not.</li><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a> is the most general element-wise mapping
-operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
+operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/keys/index.html b/website/generated-content/documentation/transforms/java/elementwise/keys/index.html
index ae81c63e795..d7d4cbdc733 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/keys/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/keys/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Takes a collection of key-value pairs, and returns the key of each element.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Keys data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Keys%22%2c%22sdk%22%3a%22 [...]
+Javadoc</a></table><br><br><p>Takes a collection of key-value pairs, and returns the key of each element.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Keys data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Keys%22%2c%22sdk%22%3a%22 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/kvswap/index.html b/website/generated-content/documentation/transforms/java/elementwise/kvswap/index.html
index 1c6dc2a6e21..52289a5eb54 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/kvswap/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/kvswap/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Takes a collection of key-value pairs and returns a collection of key-value pairs which has each key and value swapped.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_KvSwap data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22p [...]
+Javadoc</a></table><br><br><p>Takes a collection of key-value pairs and returns a collection of key-value pairs which has each key and value swapped.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_KvSwap data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22p [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/mapelements/index.html b/website/generated-content/documentation/transforms/java/elementwise/mapelements/index.html
index e5737a03665..430396c9874 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/mapelements/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/mapelements/index.html
@@ -44,7 +44,7 @@ to provide a hint indicating the desired return type.</p><div class='language-ja
 </span></span><span class=line><span class=cl>    <span class=o>.</span><span class=na>via</span><span class=o>((</span><span class=n>String</span> <span class=n>line</span><span class=o>)</span> <span class=o>-&gt;</span> <span class=n>line</span><span class=o>.</span><span class=na>length</span><span class=o>()));</span></span></span></code></pre></div></div></div><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/elementwise/flatmapelements [...]
 each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/java/elementwise/filter>Filter</a> is useful if the function is just
 deciding whether to output an element or not.</li><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a> is the most general element-wise mapping
-operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
+operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/pardo/index.html b/website/generated-content/documentation/transforms/java/elementwise/pardo/index.html
index 0191c738585..c54141c7aaf 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/pardo/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/pardo/index.html
@@ -132,7 +132,7 @@ an output PCollection.</p><p>See more information in the <a href=/documentation/
 </span></span><span class=line><span class=cl>       <span class=o>}</span>
 </span></span><span class=line><span class=cl>     <span class=o>}}));</span></span></span></code></pre></div></div></div><p><strong>Example 4</strong>: Apply a simple custom function</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_FilterParDo></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22S [...]
 applies a simple 1-to-1 mapping function over each element in the collection.</li><li><a href=/documentation/transforms/java/elementwise/filter>Filter</a>
-is useful if the function is just deciding whether to output an element or not.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank> [...]
+is useful if the function is just deciding whether to output an element or not.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank> [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/partition/index.html b/website/generated-content/documentation/transforms/java/elementwise/partition/index.html
index 66f0d19fb39..1011247d97f 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/partition/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/partition/index.html
@@ -39,7 +39,7 @@
 Javadoc</a></table><br><br><p>Separates elements in a collection into multiple output collections. The partitioning function contains the logic that determines how to separate the elements of the input collection into each resulting partition output collection.</p><p>The number of partitions must be determined at graph construction time. You cannot determine the number of partitions in mid-pipeline.</p><p>See more information in the <a href=/documentation/programming-guide/#partition>Bea [...]
 deciding whether to output an element or not.</li><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a> is the most general element-wise mapping
 operation, and includes other abilities such as multiple output collections and side-inputs.</li><li><a href=/documentation/transforms/java/aggregation/cogroupbykey>CoGroupByKey</a>
-performs a per-key equijoin.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer [...]
+performs a per-key equijoin.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/regex/index.html b/website/generated-content/documentation/transforms/java/elementwise/regex/index.html
index 2c696856d23..3c26b2d49ea 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/regex/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/regex/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Provides a variety of functionality based on regular expressions.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Regex data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Regex%22%2c%22sdk%22%3a%22java%22% [...]
+Javadoc</a></table><br><br><p>Provides a variety of functionality based on regular expressions.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Regex data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Regex%22%2c%22sdk%22%3a%22java%22% [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/reify/index.html b/website/generated-content/documentation/transforms/java/elementwise/reify/index.html
index 35f8ae4ff21..e9c05dc8228 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/reify/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/reify/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>Transforms for converting between explicit and implicit form of various Beam values.</p><h2 id=examples>Examples</h2><p>See <a href=https://issues.apache.org/jira/browse/BEAM-7702>BEAM-7702</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/elementwise/withtimestamps>WithTimestamps</a>
 assigns timestamps to all the elements of a collection</li><li><a href=/documentation/transforms/java/other/window/>Window</a> divides up or
-groups the elements of a collection into finite windows</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
+groups the elements of a collection into finite windows</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html b/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
index cc95745554f..e610601c4c7 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>A variety of utility transforms for invoking the <code>toString()</code> method
-on every element in the input collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_ToString data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_ToString%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-wi [...]
+on every element in the input collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_ToString data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_ToString%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-wi [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/values/index.html b/website/generated-content/documentation/transforms/java/elementwise/values/index.html
index efc975d1f36..f270e2062d9 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/values/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/values/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>The <code>Values</code> transform takes a collection of key-value pairs, and
-returns the value of each element.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Values data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Values%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% da [...]
+returns the value of each element.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Values data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Values%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% da [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html b/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html
index a3f00aa1375..5728629d861 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>Takes a <code>PCollection&lt;V></code> and produces a <code>PCollection&lt;KV&lt;K, V>></code> by associating
 each input element with a key.</p><p>There are two versions of <code>WithKeys</code>, depending on how the key should be determined:</p><ul><li><code>WithKeys.of(SerializableFunction&lt;V, K> fn)</code> takes a function to
-compute the key from each value.</li><li><code>WithKeys.of(K key)</code> associates each value with the specified key.</li></ul><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_WithKeys data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22 [...]
+compute the key from each value.</li><li><code>WithKeys.of(K key)</code> associates each value with the specified key.</li></ul><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_WithKeys data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/withtimestamps/index.html b/website/generated-content/documentation/transforms/java/elementwise/withtimestamps/index.html
index 0ecc1865209..8127cffac33 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/withtimestamps/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/withtimestamps/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Assigns timestamps to all the elements of a collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Latest data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Latest%22%2c%22sdk%22%3a%22java%22%2c%22sho [...]
+Javadoc</a></table><br><br><p>Assigns timestamps to all the elements of a collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Latest data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Latest%22%2c%22sdk%22%3a%22java%22%2c%22sho [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/create/index.html b/website/generated-content/documentation/transforms/java/other/create/index.html
index 5b0b9180957..23e71612b99 100644
--- a/website/generated-content/documentation/transforms/java/other/create/index.html
+++ b/website/generated-content/documentation/transforms/java/other/create/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Javadoc</a></table><br><br><p>Creates a collection containing a specified set of elements. This is useful
 for testing, as well as creating an initial input to process in parallel.
-For example, a single element to execute a one-time <code>ParDo</code> or a list of filenames to be read.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Create data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Create%22%2c%22sdk%22%3 [...]
+For example, a single element to execute a one-time <code>ParDo</code> or a list of filenames to be read.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Create data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Create%22%2c%22sdk%22%3 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/flatten/index.html b/website/generated-content/documentation/transforms/java/other/flatten/index.html
index 6d85f8a2b57..0e30d033312 100644
--- a/website/generated-content/documentation/transforms/java/other/flatten/index.html
+++ b/website/generated-content/documentation/transforms/java/other/flatten/index.html
@@ -46,7 +46,7 @@ the collections you&rsquo;re merging must all use (hypothetically) identical
 5-minute fixed windows or 4-minute sliding windows starting every 30 seconds.</p><p>If your pipeline attempts to use <code>Flatten</code> to merge <code>PCollection</code> objects
 with incompatible windows, Beam generates an <code>IllegalStateException</code> error
 when your pipeline is constructed</p><p>See more information in the <a href=/documentation/programming-guide/#flatten>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><p><strong>Example</strong>: Apply a <code>Flatten</code> transform to merge multiple <code>PCollection</code> objects</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_Flatten data-show=main_section></div></di [...]
-&ldquo;Beam&rdquo;, &ldquo;Is&rdquo;, and &ldquo;Fun&rdquo;.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a></li><li><a href=/documentation/transforms/java/elementwise/partition>Partition</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to [...]
+&ldquo;Beam&rdquo;, &ldquo;Is&rdquo;, and &ldquo;Fun&rdquo;.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a></li><li><a href=/documentation/transforms/java/elementwise/partition>Partition</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/flattenwith/index.html b/website/generated-content/documentation/transforms/java/other/flattenwith/index.html
index 89d1955ee52..475504412fb 100644
--- a/website/generated-content/documentation/transforms/java/other/flattenwith/index.html
+++ b/website/generated-content/documentation/transforms/java/other/flattenwith/index.html
@@ -43,7 +43,7 @@ PCollections.</p><p>See more information in the <a href=/documentation/programmi
 <code>PCollection</code> objects into a single logical <code>PCollection</code>. This is useful when
 dealing with multiple collections of the same data type.</li><li><a href=/documentation/transforms/java/elementwise/flatmap>FlatMap</a> applies a
 simple 1-to-many mapping function over each element in the collection. This
-transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></ [...]
+transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/passert/index.html b/website/generated-content/documentation/transforms/java/other/passert/index.html
index 61422d5fbf5..f1d8cd7c148 100644
--- a/website/generated-content/documentation/transforms/java/other/passert/index.html
+++ b/website/generated-content/documentation/transforms/java/other/passert/index.html
@@ -52,7 +52,7 @@ following dependency to your project&rsquo;s pom.xml file:</p><div class='langua
 </span></span><span class=line><span class=cl>    <span class=o>&lt;</span><span class=n>artifactId</span><span class=o>&gt;</span><span class=n>hamcrest</span><span class=o>-</span><span class=n>all</span><span class=o>&lt;/</span><span class=n>artifactId</span><span class=o>&gt;</span>
 </span></span><span class=line><span class=cl>    <span class=o>&lt;</span><span class=n>version</span><span class=o>&gt;</span><span class=n>1</span><span class=o>.</span><span class=na>3</span><span class=o>&lt;/</span><span class=n>version</span><span class=o>&gt;</span>
 </span></span><span class=line><span class=cl>    <span class=o>&lt;</span><span class=n>scope</span><span class=o>&gt;</span><span class=n>test</span><span class=o>&lt;/</span><span class=n>scope</span><span class=o>&gt;</span>
-</span></span><span class=line><span class=cl><span class=o>&lt;/</span><span class=n>dependency</span><span class=o>&gt;</span></span></span></code></pre></div></div></div><h2 id=related-transforms>Related transforms</h2><ul><li>TestStream</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><butt [...]
+</span></span><span class=line><span class=cl><span class=o>&lt;/</span><span class=n>dependency</span><span class=o>&gt;</span></span></span></code></pre></div></div></div><h2 id=related-transforms>Related transforms</h2><ul><li>TestStream</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><butt [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/tee/index.html b/website/generated-content/documentation/transforms/java/other/tee/index.html
index d8082ca655b..0d27f6318ae 100644
--- a/website/generated-content/documentation/transforms/java/other/tee/index.html
+++ b/website/generated-content/documentation/transforms/java/other/tee/index.html
@@ -39,7 +39,7 @@
 Javadoc</a></table><br><br><p>The <code>Tee</code> transform allows for splitting the pipeline flow into multiple branches,
 enabling the application of side transformations while preserving the main pipeline.
 This is similar to the Unix <code>tee</code> command, which duplicates input and sends it to
-multiple outputs without interrupting the main flow.</p><p>See more information in the <a href=/documentation/programming-guide/#tee>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_Tee data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1& [...]
+multiple outputs without interrupting the main flow.</p><p>See more information in the <a href=/documentation/programming-guide/#tee>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_Tee data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1& [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/view/index.html b/website/generated-content/documentation/transforms/java/other/view/index.html
index 9dc049c846e..dfe62f411e1 100644
--- a/website/generated-content/documentation/transforms/java/other/view/index.html
+++ b/website/generated-content/documentation/transforms/java/other/view/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_View data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JA [...]
+Javadoc</a></table><br><br><p>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_View data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JA [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/wait/index.html b/website/generated-content/documentation/transforms/java/other/wait/index.html
index cb3f66abe0b..ba6a2c90f40 100644
--- a/website/generated-content/documentation/transforms/java/other/wait/index.html
+++ b/website/generated-content/documentation/transforms/java/other/wait/index.html
@@ -92,7 +92,7 @@ Javadoc</a></table><br><br><p><code>Wait.On</code> returns a <code>PCollection</
 </span></span><span class=line><span class=cl>    <span class=kd>public</span> <span class=kt>void</span> <span class=nf>processElement</span><span class=o>(</span><span class=n>ProcessContext</span> <span class=n>c</span><span class=o>)</span> <span class=o>{</span>
 </span></span><span class=line><span class=cl>        <span class=n>System</span><span class=o>.</span><span class=na>out</span><span class=o>.</span><span class=na>println</span><span class=o>(</span><span class=s>&#34;Final Result: &#34;</span> <span class=o>+</span> <span class=n>c</span><span class=o>.</span><span class=na>element</span><span class=o>());</span>
 </span></span><span class=line><span class=cl>    <span class=o>}</span>
-</span></span><span class=line><span class=cl><span class=o>}));</span></span></span></code></pre></div></div></div><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/other/flatten>Flatten</a> merges multiple <code>PCollection</code> objects into a single logical <code>PCollection</code>.</li><li><a href=/documentation/transforms/java/other/window>Window</a> logically divides or groups elements into finite windows.</li><li><a href=/documentati [...]
+</span></span><span class=line><span class=cl><span class=o>}));</span></span></span></code></pre></div></div></div><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/other/flatten>Flatten</a> merges multiple <code>PCollection</code> objects into a single logical <code>PCollection</code>.</li><li><a href=/documentation/transforms/java/other/window>Window</a> logically divides or groups elements into finite windows.</li><li><a href=/documentati [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/window/index.html b/website/generated-content/documentation/transforms/java/other/window/index.html
index 7d06eb5c4dd..525e043b5ed 100644
--- a/website/generated-content/documentation/transforms/java/other/window/index.html
+++ b/website/generated-content/documentation/transforms/java/other/window/index.html
@@ -39,7 +39,7 @@
 Javadoc</a></table><br><br><p>Logically divides up or groups the elements of a collection into finite
 windows according to a function.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Window data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Window%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% data [...]
 converts between explicit and implicit form of various Beam values.</li><li><a href=/documentation/transforms/java/elementwise/withtimestamps>WithTimestamps</a>
-applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
+applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/overview/index.html b/website/generated-content/documentation/transforms/java/overview/index.html
index d18cc3af7b5..40a486e77ca 100644
--- a/website/generated-content/documentation/transforms/java/overview/index.html
+++ b/website/generated-content/documentation/transforms/java/overview/index.html
@@ -42,7 +42,7 @@ function.</td></tr><tr><td><a href=/documentation/transforms/java/elementwise/re
 and updates the implicit timestamp associated with each input. Note that it is only safe to adjust timestamps forwards.</td></tr><tr><td><a href=/documentation/transforms/java/elementwise/values>Values</a></td><td>Extracts the value from each element in a collection of key-value pairs.</td></tr></table><h2 id=aggregation>Aggregation</h2><table class="table-bordered table-striped"><tr><th>Transform</th><th>Description</th></tr><tr><td><a href=/documentation/transforms/java/aggregation/app [...]
 consists of a key and all values associated with that key.</td></tr><tr><td><a href=/documentation/transforms/java/aggregation/groupintobatches>GroupIntoBatches</a></td><td>Batches values associated with keys into <code>Iterable</code> batches of some size. Each batch contains elements associated with a specific key.</td></tr><tr><td><a href=/documentation/transforms/java/aggregation/hllcount>HllCount</a></td><td>Estimates the number of distinct elements and creates re-aggregatable sketc [...]
 all elements from all of the input collections.</td></tr><tr><td><a href=/documentation/transforms/java/other/passert>PAssert</a></td><td>A transform to assert the contents of a <code>PCollection</code> used as part of testing a pipeline either locally or with a runner.</td></tr><tr><td><a href=/documentation/transforms/java/other/view>View</a></td><td>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</td></tr><tr><td><a href=/documen [...]
-windows according to a provided <code>WindowFn</code>.</td></tr><tr><td><a href=/documentation/transforms/java/other/wait>Wait</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class [...]
+windows according to a provided <code>WindowFn</code>.</td></tr><tr><td><a href=/documentation/transforms/java/other/wait>Wait</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/approximatequantiles/index.html b/website/generated-content/documentation/transforms/python/aggregation/approximatequantiles/index.html
index 5f84e9d5849..e33495a6053 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/approximatequantiles/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/approximatequantiles/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ApproximateQuantiles data-show=approximatequantiles></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ApproximateQuantiles%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3 [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
index 682a6e2c7e8..df295b41997 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ApproximateUnique data-show=approximateunique></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ApproximateUnique%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22appro [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html b/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
index 23749abee78..23eb93bd6ca 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_BatchElements data-show=batchelements></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_BatchElements%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22batchelements%22% [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
index d7abd25d993..41b29a50c14 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
@@ -44,7 +44,7 @@ the result for each key is a tuple of the values associated with that key in
 each input collection.</p><p>See more information in the <a href=/documentation/programming-guide/#cogroupbykey>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with two <code>PCollection</code>s of produce, one with icons and one with durations, both with a common key of the produce name.
 Then, we apply <code>CoGroupByKey</code> to join both <code>PCollection</code>s using their keys.</p><p><code>CoGroupByKey</code> expects a dictionary of named keyed <code>PCollection</code>s, and produces elements joined by their keys.
 The values of each output element are dictionaries where the names correspond to the input dictionary, with lists of all the values found for that key.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CoGroupByKeyMerge data-show=cogroupbykey></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SD [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html b/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
index 2d588b9ffa4..4413733b9a2 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
@@ -45,7 +45,7 @@ Called <em>once per element</em>.
 Takes an accumulator and an input element, combines them and returns the updated accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.merge_accumulators><code>CombineFn.merge_accumulators()</code></a>:
 Multiple accumulators could be processed in parallel, so this function helps merging them into a single accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output><code>CombineFn.extract_output()</code></a>:
 It allows to do additional calculations before extracting a result.</p></li></ul><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CombineGloballyCombineFn data-show=combineglobally_combinefn></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_CombineGloballyCombineFn%22%2c%22sdk%22%3a%22 [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html b/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html
index 91bca1ce7ad..85e70674de9 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html
@@ -47,7 +47,7 @@ Called <em>once per element</em>.
 Takes an accumulator and an input element, combines them and returns the updated accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.merge_accumulators><code>CombineFn.merge_accumulators()</code></a>:
 Multiple accumulators could be processed in parallel, so this function helps merging them into a single accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output><code>CombineFn.extract_output()</code></a>:
 It allows to do additional calculations before extracting a result.</p></li></ul><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CombinePerKeyCombineFn data-show=combineperkey_combinefn></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_CombinePerKeyCombineFn%22%2c%22sdk%22%3a%22python [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
index 29e9ed06804..d20e7a1eecc 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
@@ -49,7 +49,7 @@ Called <em>once per element</em>.
 Takes an accumulator and an input element, combines them and returns the updated accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.merge_accumulators><code>CombineFn.merge_accumulators()</code></a>:
 Multiple accumulators could be processed in parallel, so this function helps merging them into a single accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output><code>CombineFn.extract_output()</code></a>:
 It allows to do additional calculations before extracting a result.</p></li></ul><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CombineValuesCombineFn data-show=combinevalues_combinefn></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_CombineValuesCombineFn%22%2c%22sdk%22%3a%22python [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
index 7307e7d50be..1eb83cc756c 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/count/index.html b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
index cc5c9fddb5c..fb4aecc225a 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/count/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Counts the number of elements within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with two <code>PCollection</code>s of produce.
 Then, we apply <code>Count</code> to get the total number of elements in different ways.</p><h3 id=example-1-counting-all-elements-in-a-pcollection>Example 1: Counting all elements in a PCollection</h3><p>We use <code>Count.Globally()</code> to count <em>all</em> elements in a <code>PCollection</code>, even if there are duplicate elements.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Count [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html b/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
index ac724d91c36..a11136c718b 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Produces a collection containing distinct elements of the input collection.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with two <code>PCollection</code>s of produce.</p><p>We use <code>Distinct</code> to get rid of duplicate elements, which outputs a <code>PCollection</code> of all the unique elements.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippe [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
index 577b16e0ade..aeddd1bdfca 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
@@ -49,7 +49,7 @@ For example, suppose one wanted to compute the amount of each fruit to buy.
 One could write</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_GroupBySimpleAggregate data-show=simple_aggregate></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_GroupBySimpleAggregate%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22simple_aggregate%22%7d%5d" data-width=100% data [...]
 and by expressions.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_GroupByExprAggregate data-show=expr_aggregate></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_GroupByExprAggregate%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22expr_aggregate%22%7d%5d" data-width=100% data-hei [...]
 This example also illustrates a global grouping, as the grouping key is empty.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_GroupByGlobalAggregate data-show=global_aggregate></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_GroupByGlobalAggregate%22%2c%22sdk%22%3a%22python%22%2c [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
index 0207286ecb0..344d1ddc15d 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Takes a keyed collection of elements and produces a collection
 where each element consists of a key and all values associated with that key.</p><p>See more information in the <a href=/documentation/programming-guide/#groupbykey>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><p><strong>Example 1</strong>: In the following example, we create a pipeline with a <code>PCollection</code> of produce keyed by season.</p><p>We use <code>GroupByKey</code> to group all the produce for each season.</p><div class=playground-wrapper><div class=playgr [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html
index cbeaa37f01c..b95819e4d4d 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Batches the input into desired batch size.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of produce by season.</p><p>We use <code>GroupIntoBatches</code> to get fixed-sized batches for every key, which outputs a list of elements for every key.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SD [...]
 <a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.util.html#apache_beam.transforms.util.BatchElements>BatchElements</a>.</p><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.util.html#apache_beam.transforms.util.GroupIntoBatches><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/latest/index.html b/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
index cd54be73d7b..0c07732bde6 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Gets the element with the latest timestamp.</p><h2 id=examples>Examples</h2><p>In the following examples, we create a pipeline with a <code>PCollection</code> of produce with a timestamp for their harvest date.</p><p>We use <code>Latest</code> to get the element with the latest timestamp from the <code>PCollection</code>.</p><h3 id=example-1-latest-element-globally>Example 1: Latest element globally</h3><p>We use <code>Latest.Globally()</code>  [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/max/index.html b/website/generated-content/documentation/transforms/python/aggregation/max/index.html
index 19f3db86f58..488e8de884b 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/max/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/max/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Gets the element with the maximum value within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
 Then, we get the element with the maximum value in different ways.</p><h3 id=example-1-maximum-element-in-a-pcollection>Example 1: Maximum element in a PCollection</h3><p>We use <code>Combine.Globally()</code> to get the maximum element from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_MaxGlobally data-show=max_globally></div></div><div class=" [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/mean/index.html b/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
index 94060c27a77..c37e5e0909e 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
@@ -40,7 +40,7 @@ Pydoc</a></td></table><p><br><br><br></p><p>Transforms for computing the arithme
 or the mean of the values associated with each key in a collection of
 key-value pairs.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
 Then, we get the element with the average value in different ways.</p><h3 id=example-1-mean-of-element-in-a-pcollection>Example 1: Mean of element in a PCollection</h3><p>We use <code>Mean.Globally()</code> to get the average of the elements from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_MeanGlobally data-show=mean_globally></div></div><div  [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/min/index.html b/website/generated-content/documentation/transforms/python/aggregation/min/index.html
index 891e48462de..49a8c2fc1b5 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/min/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/min/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Gets the element with the minimum value within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
 Then, we get the element with the minimum value in different ways.</p><h3 id=example-1-minimum-element-in-a-pcollection>Example 1: Minimum element in a PCollection</h3><p>We use <code>Combine.Globally()</code> to get the minimum element from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_MinGlobally data-show=min_globally></div></div><div class=" [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/sample/index.html b/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
index 767f7ba28ca..9f9fa593d2f 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
@@ -40,7 +40,7 @@ Pydoc</a></td></table><p><br><br><br></p><p>Transforms for taking samples of the
 samples of the values associated with each key in a collection of
 key-value pairs.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
 Then, we get a random sample of elements in different ways.</p><h3 id=example-1-sample-elements-from-a-pcollection>Example 1: Sample elements from a PCollection</h3><p>We use <code>Sample.FixedSizeGlobally()</code> to get a fixed-size random sample of elements from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_SampleFixedSizeGlobally data-show=s [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/sum/index.html b/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
index 5c6514a7649..89e212c93e4 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Sums all the elements within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
 Then, we get the sum of all the element values in different ways.</p><h3 id=example-1-sum-of-the-elements-in-a-pcollection>Example 1: Sum of the elements in a PCollection</h3><p>We use <code>Combine.Globally()</code> to get sum of all the element values from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_SumGlobally data-show=sum_globally></div>< [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html b/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
index 0e3f9db5aee..157d9f2b3a6 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ToList data-show=tolist></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ToList%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22tolist%22%7d%5d" data-width=100% data- [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/top/index.html b/website/generated-content/documentation/transforms/python/aggregation/top/index.html
index f54d18ee882..bdb928de8ea 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/top/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/top/index.html
@@ -42,7 +42,7 @@ with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h
 Then, we get the largest or smallest elements in different ways.</p><h3 id=example-1-largest-elements-from-a-pcollection>Example 1: Largest elements from a PCollection</h3><p>We use <code>Top.Largest()</code> to get the largest elements from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_TopLargest data-show=top_largest></div></div><div class="co [...]
 By default you get the largest elements, but you can get the smallest by setting <code>reverse=True</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_TopOf data-show=top_of></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_TopOf%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%2 [...]
 By default you get the largest elements, but you can get the smallest by setting <code>reverse=True</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_TopPerKey data-show=top_per_key></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_TopPerKey%22%2c%22sdk%22%3a%22python%22%2c%2 [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-bigtable/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-bigtable/index.html
index c691cbc9269..bc407e506e1 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/enrichment-bigtable/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/enrichment-bigtable/index.html
@@ -65,7 +65,7 @@ The following example demonstrates how to create a pipeline that use the enrichm
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;Print&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>))</span></span></span></code></pre></div></div></div><p><p class=notebook-skip>Output:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip [...]
 Row(sale_id=3, customer_id=3, product_id=2, quantity=3, product={&#39;product_id&#39;: &#39;2&#39;, &#39;product_name&#39;: &#39;pixel 6&#39;, &#39;product_stock&#39;: &#39;4&#39;})
 Row(sale_id=5, customer_id=5, product_id=4, quantity=2, product={&#39;product_id&#39;: &#39;4&#39;, &#39;product_name&#39;: &#39;pixel 8&#39;, &#39;product_stock&#39;: &#39;10&#39;})</code></pre></div></div></p><h2 id=related-transforms>Related transforms</h2><p>Not applicable.</p><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.enrichment_handlers.bigtable.html#apache_beam.transforms.enr [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-cloudsql/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-cloudsql/index.html
index efe24870255..4bde08b6f74 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/enrichment-cloudsql/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/enrichment-cloudsql/index.html
@@ -238,7 +238,7 @@ format:</p><div class=table-wrapper><table><thead><tr><th style=text-align:cente
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;Print&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>))</span></span></span></code></pre></div></div></div><p><p class=notebook-skip>Output:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip [...]
 Row(product_id=2, name=&#39;B&#39;, quantity=3, region_id=1)
 Row(product_id=3, name=&#39;C&#39;, quantity=10, region_id=4)</code></pre></div></div></p><h2 id=api-documentation>API documentation</h2><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.enrichment_handlers.cloudsql.html#apache_beam.transforms.enrichment_handlers.cloudsql.CloudSQLEnrichmentHandler><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-milvus/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-milvus/index.html
index ae69c943681..b96801c7363 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/enrichment-milvus/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/enrichment-milvus/index.html
@@ -106,7 +106,7 @@ The following example demonstrates how to create a pipeline that use the enrichm
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;Create&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Create</span><span class=p>(</span><span class=n>data</span><span class=p>)</span>
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;Enrich W/ Milvus&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>Enrichment</span><span class=p>(</span><span class=n>milvus_search_handler</span><span class=p>)</span>
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;Print&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>))</span></span></span></code></pre></div></div></div><p><p class=notebook-skip>Output:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-vertexai/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-vertexai/index.html
index 4410f85ac0d..8a175c0c4f8 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/enrichment-vertexai/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/enrichment-vertexai/index.html
@@ -97,7 +97,7 @@ Row(user_id=&#39;20592&#39;, product_id=8579, sale_price=9.0, age=12.0, state=&#
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=s2>&#34;Print&#34;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>))</span></span></span></code></pre></div></div></div><p><p class=notebook-skip>Output:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip [...]
 Row(entity_id=&#39;movie_02&#39;, title=&#39;The Shining&#39;, genres=&#39;Horror&#39;)
 Row(entity_id=&#39;movie_04&#39;, title=&#39;The Dark Knight&#39;, genres=&#39;Action&#39;)</code></pre></div></div></p><h2 id=related-transforms>Related transforms</h2><p>Not applicable.</p><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.enrichment_handlers.vertex_ai_feature_store.html#apache_beam.transforms.enrichment_handlers.vertex_ai_feature_store.VertexAIFeatureStoreEnrichmentHandl [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
index ba2ac4e39b6..8d985048a5b 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
@@ -58,7 +58,7 @@ Pydoc</a></td></table><p><br><br><br></p></a></td></tr></table><p>The enrichment
 
 <p><br><br><br></p>
 </span>
-</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/filter/index.html b/website/generated-content/documentation/transforms/python/elementwise/filter/index.html
index c98f44a3e55..5fba67b8509 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/filter/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/filter/index.html
@@ -51,7 +51,7 @@ Note that all the elements of the <code>PCollection</code> must fit into memory
 If the <code>PCollection</code> won&rsquo;t fit into memory, use <code>beam.pvalue.AsIter(pcollection)</code> instead.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_FilterSideInputsDict data-show=filter_side_inputs_dict></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_FilterSide [...]
 each input it might produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/pardo>ParDo</a> is the most general elementwise mapping
 operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Filter><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html b/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html
index 21062337241..2f44d3c485a 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html
@@ -57,7 +57,7 @@ Note that all the elements of the <code>PCollection</code> must fit into memory
 If the <code>PCollection</code> won&rsquo;t fit into memory, use <code>beam.pvalue.AsIter(pcollection)</code> instead.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_FlatMapSideInputsDict data-show=flatmap_side_inputs_dict></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_FlatMapS [...]
 deciding whether to output an element or not.</li><li><a href=/documentation/transforms/python/elementwise/pardo>ParDo</a> is the most general elementwise mapping
 operation, and includes other abilities such as multiple output collections and side-inputs.</li><li><a href=/documentation/transforms/python/elementwise/map>Map</a> behaves the same, but produces exactly one output for each input.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.FlatMap><img src=https://beam.apache.org/images/logos/sdks/pyth [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/keys/index.html b/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
index 8abc26749b1..fae1f7163b3 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Takes a collection of key-value pairs and returns the key of each element.</p><h2 id=example>Example</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of key-value pairs.
 Then, we apply <code>Keys</code> to extract the keys and discard the values.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Keys data-show=keys></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Keys%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22keys%22%7d%5d" data-width=100% dat [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html b/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
index c12241aadf0..972c0bced85 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
@@ -39,7 +39,7 @@
 Pydoc</a></td></table><p><br><br><br></p><p>Takes a collection of key-value pairs and returns a collection of key-value pairs
 which has each key and value swapped.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of key-value pairs.
 Then, we apply <code>KvSwap</code> to swap the keys and values.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_KvSwap data-show=kvswap></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_KvSwap%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22kvswap%22%7d%5d" data-width=100% data-hei [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/map/index.html b/website/generated-content/documentation/transforms/python/elementwise/map/index.html
index b4155b72fbe..b1e8fcd1167 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/map/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/map/index.html
@@ -54,7 +54,7 @@ For example</p><div class=playground-wrapper><div class=playground-snippets><div
 each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/filter>Filter</a> is useful if the function is just
 deciding whether to output an element or not.</li><li><a href=/documentation/transforms/python/elementwise/pardo>ParDo</a> is the most general elementwise mapping
 operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Map><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html b/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
index c908629375d..e0b97394739 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
@@ -130,7 +130,7 @@ Row(x=array([1]))
 Row(x=array([0]))
 Row(x=array([0]))
 Row(x=array([2]))
-Row(x=array([3]))</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
+Row(x=array([3]))</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html b/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
index 80db9920c74..50d39eedd62 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
@@ -82,7 +82,7 @@ For example, if the worker crashes, <code>teardown</code> might not be called.</
 <code>DoFn.teardown()</code> metrics are lost.</li></ul></blockquote><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/python/elementwise/map>Map</a> behaves the same, but produces exactly one output for each input.</li><li><a href=/documentation/transforms/python/elementwise/flatmap>FlatMap</a> behaves the same as <code>Map</code>,
 but for each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/filter>Filter</a> is useful if the function is just
 deciding whether to output an element or not.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Pardo><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/partition/index.html b/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
index c6099bb84d2..28c10f7745e 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
@@ -67,7 +67,7 @@ You might want to adapt the bucket assignment to use a more appropriate or rando
 deciding whether to output an element or not.</li><li><a href=/documentation/transforms/python/elementwise/pardo>ParDo</a> is the most general elementwise mapping
 operation, and includes other abilities such as multiple output collections and side-inputs.</li><li><a href=/documentation/transforms/python/aggregation/cogroupbykey>CoGroupByKey</a>
 performs a per-key equijoin.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Partition><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/regex/index.html b/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
index d521469aef2..f862f689ffd 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
@@ -95,7 +95,7 @@ You can also use
 on the <code>replacement</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_RegexReplaceFirst data-show=regex_replace_first></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_RegexReplaceFirst%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22regex_replace_first%22%7d%5d" data-wi [...]
 The argument <code>outputEmpty</code> is set to <code>False</code> by default, but can be set to <code>True</code> to keep empty items in the output list.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_RegexSplit data-show=regex_split></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYT [...]
 each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/map>Map</a> applies a simple 1-to-1 mapping function over each element in the collection</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.util.html#apache_beam.transforms.util.Regex><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/reify/index.html b/website/generated-content/documentation/transforms/python/elementwise/reify/index.html
index d97ace22d41..8bf73cf45a3 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/reify/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/reify/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/runinference-pytorch/index.html b/website/generated-content/documentation/transforms/python/elementwise/runinference-pytorch/index.html
index 2e2a8d07b4f..246aa090fb1 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/runinference-pytorch/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/runinference-pytorch/index.html
@@ -93,7 +93,7 @@ PredictionResult(example=tensor([90.]), inference=tensor([449.2563]), model_id=&
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>))</span></span></span></code></pre></div></div></div><p class=notebook-skip>Output:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/co [...]
 (&#39;second_question&#39;, PredictionResult(example=tensor([108.]), inference=tensor([538.5867]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_torch.pt&#39;))
 (&#39;third_question&#39;, PredictionResult(example=tensor([1000.]), inference=tensor([4965.4019]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_torch.pt&#39;))
-(&#39;fourth_question&#39;, PredictionResult(example=tensor([1013.]), inference=tensor([5029.9180]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_torch.pt&#39;))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://d [...]
+(&#39;fourth_question&#39;, PredictionResult(example=tensor([1013.]), inference=tensor([5029.9180]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_torch.pt&#39;))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://d [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/runinference-sklearn/index.html b/website/generated-content/documentation/transforms/python/elementwise/runinference-sklearn/index.html
index efb72c044d7..bbc72ff1437 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/runinference-sklearn/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/runinference-sklearn/index.html
@@ -84,7 +84,7 @@ PredictionResult(example=array([90.], dtype=float32), inference=array([450.], dt
 </span></span><span class=line><span class=cl>      <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>))</span></span></span></code></pre></div></div></div><p class=notebook-skip>Output:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/co [...]
 (&#39;second_question&#39;, PredictionResult(example=[108.0], inference=array([540.]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl&#39;))
 (&#39;third_question&#39;, PredictionResult(example=[1000.0], inference=array([5000.]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl&#39;))
-(&#39;fourth_question&#39;, PredictionResult(example=[1013.0], inference=array([5065.]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl&#39;))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.googl [...]
+(&#39;fourth_question&#39;, PredictionResult(example=[1013.0], inference=array([5065.]), model_id=&#39;gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl&#39;))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.googl [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html b/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html
index e6af0e64942..534d07233c7 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p></a></td></tr></table><p>Uses models to do local and remote inference. A <code>RunInference</code> transform performs inference on a <code>PCollection</code> of examples using a machine learning (ML) model. The transform outputs a <code>PCollection</code> that contains the input examples and output predictions. Avaliable in Apache Beam 2.40.0 and later versions.</p><p>For more information about Beam RunInference APIs, see the <a href=https://beam. [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html b/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html
index 40b9336d547..d7dedee023f 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html
@@ -45,7 +45,7 @@ The string output will be equivalent to <code>str(element)</code>.</p><div class
 into a string delimited by <code>','</code>.
 You can specify a different delimiter using the <code>delimiter</code> argument.
 The string output will be equivalent to <code>iterable.join(delimiter)</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ToStringIterables data-show=tostring_iterables></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ToStringIterables%22%2c%22sdk%22%3a%22python%22%2c%22show% [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/values/index.html b/website/generated-content/documentation/transforms/python/elementwise/values/index.html
index 1e373141035..dd29352a68a 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/values/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/values/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 Pydoc</a></td></table><p><br><br><br></p><p>Takes a collection of key-value pairs, and returns the value of each element.</p><h2 id=example>Example</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of key-value pairs.
 Then, we apply <code>Values</code> to extract the values and discard the keys.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Values data-show=values></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Values%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22values%22%7d%5d" data-widt [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/withkeys/index.html b/website/generated-content/documentation/transforms/python/elementwise/withkeys/index.html
index 388fe15fd23..6d7e8a326b6 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/withkeys/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/withkeys/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/withtimestamps/index.html b/website/generated-content/documentation/transforms/python/elementwise/withtimestamps/index.html
index 030af848c5c..b6067dd7a85 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/withtimestamps/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/withtimestamps/index.html
@@ -59,7 +59,7 @@ unix_time = time.mktime(time_tuple)</code></pre></div></div><h3 id=example-2-tim
 <a href=https://en.wikipedia.org/wiki/Logical_clock>logical clock</a>.
 These numbers have to be converted to a <em>&ldquo;seconds&rdquo;</em> equivalent, which can be especially important depending on your windowing and late data rules.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_WithTimestampsLogicalClock data-show=withtimestamps_logical_clock></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?edita [...]
 Note that this grabs the local time of the <em>worker</em> that is processing each element.
-Workers might have time deltas, so using this method is not a reliable way to do precise ordering.</p><p>By using processing time, there is no way of knowing if data is arriving late because the timestamp is attached when the element <em>enters</em> into the pipeline.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_WithTimestampsProcessingTime data-show=withtimestamps_processing_time></div></ [...]
+Workers might have time deltas, so using this method is not a reliable way to do precise ordering.</p><p>By using processing time, there is no way of knowing if data is arriving late because the timestamp is attached when the element <em>enters</em> into the pipeline.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_WithTimestampsProcessingTime data-show=withtimestamps_processing_time></div></ [...]
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 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/create/index.html b/website/generated-content/documentation/transforms/python/other/create/index.html
index d80c0ed2545..b2b09eb619d 100644
--- a/website/generated-content/documentation/transforms/python/other/create/index.html
+++ b/website/generated-content/documentation/transforms/python/other/create/index.html
@@ -39,7 +39,7 @@
 Pydoc</a></table><br><br><p>Creates a collection containing a specified set of elements. This is
 useful for testing, as well as creating an initial input to process
 in parallel. For example, a single element to execute a one-time
-<code>ParDo</code> or a list of filenames to be read.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Create data-show=create></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Create%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22create%22%7d%5d" data- [...]
+<code>ParDo</code> or a list of filenames to be read.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Create data-show=create></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Create%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22create%22%7d%5d" data- [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/flatten/index.html b/website/generated-content/documentation/transforms/python/other/flatten/index.html
index 3d8565ad407..58fdaac511e 100644
--- a/website/generated-content/documentation/transforms/python/other/flatten/index.html
+++ b/website/generated-content/documentation/transforms/python/other/flatten/index.html
@@ -40,7 +40,7 @@ Pydoc</a></table><br><br><p>Merges multiple <code>PCollection</code> objects int
 <code>PCollection</code>. A transform for <code>PCollection</code> objects
 that store the same data type.</p><p>See more information in the <a href=/documentation/programming-guide/#flatten>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Flatten data-show=flatten></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a [...]
 function over each element in the collection. This transform might produce zero
-or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=foote [...]
+or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=foote [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/flattenwith/index.html b/website/generated-content/documentation/transforms/python/other/flattenwith/index.html
index 710d8275990..a75825c2b87 100644
--- a/website/generated-content/documentation/transforms/python/other/flattenwith/index.html
+++ b/website/generated-content/documentation/transforms/python/other/flattenwith/index.html
@@ -43,7 +43,7 @@ PCollections.</p><p>See more information in the <a href=/documentation/programmi
 <code>PCollection</code> objects into a single logical <code>PCollection</code>. This is useful when
 dealing with multiple collections of the same data type.</li><li><a href=/documentation/transforms/python/elementwise/flatmap>FlatMap</a> applies a
 simple 1-to-many mapping function over each element in the collection. This
-transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></ [...]
+transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/passert/index.html b/website/generated-content/documentation/transforms/python/other/passert/index.html
index 2ebb2617e06..45acc8e40c4 100644
--- a/website/generated-content/documentation/transforms/python/other/passert/index.html
+++ b/website/generated-content/documentation/transforms/python/other/passert/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/reshuffle/index.html b/website/generated-content/documentation/transforms/python/other/reshuffle/index.html
index 6a94ce36eae..3c50745f7d8 100644
--- a/website/generated-content/documentation/transforms/python/other/reshuffle/index.html
+++ b/website/generated-content/documentation/transforms/python/other/reshuffle/index.html
@@ -40,7 +40,7 @@ Pydoc</a></table><br><br><p>Adds a temporary random key to each element in a col
 these keys, and removes the temporary key. This redistributes the
 elements between workers and returns a collection equivalent to its
 input collection. This is most useful for adjusting parallelism or
-preventing coupled failures.</p><h2 id=examples>Examples</h2><p>See <a href=https://github.com/apache/beam/issues/19498>Issue 19498</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><p>N/A</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://d [...]
+preventing coupled failures.</p><h2 id=examples>Examples</h2><p>See <a href=https://github.com/apache/beam/issues/19498>Issue 19498</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><p>N/A</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://d [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/tee/index.html b/website/generated-content/documentation/transforms/python/other/tee/index.html
index 5a3f2c9882a..5f9220fc20b 100644
--- a/website/generated-content/documentation/transforms/python/other/tee/index.html
+++ b/website/generated-content/documentation/transforms/python/other/tee/index.html
@@ -39,7 +39,7 @@
 Pydoc</a></table><br><br><p>The <code>Tee</code> transform allows for splitting the pipeline flow into multiple branches,
 enabling the application of side transformations while preserving the main pipeline.
 This is similar to the Unix <code>tee</code> command, which duplicates input and sends it to
-multiple outputs without interrupting the main flow.</p><p>See more information in the <a href=/documentation/programming-guide/#tee>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Tee data-show=tee></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22 [...]
+multiple outputs without interrupting the main flow.</p><p>See more information in the <a href=/documentation/programming-guide/#tee>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Tee data-show=tee></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/view/index.html b/website/generated-content/documentation/transforms/python/other/view/index.html
index a9868581215..b7ffc174809 100644
--- a/website/generated-content/documentation/transforms/python/other/view/index.html
+++ b/website/generated-content/documentation/transforms/python/other/view/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/waiton/index.html b/website/generated-content/documentation/transforms/python/other/waiton/index.html
index 3b672a57ff3..97db92a628a 100644
--- a/website/generated-content/documentation/transforms/python/other/waiton/index.html
+++ b/website/generated-content/documentation/transforms/python/other/waiton/index.html
@@ -63,7 +63,7 @@
 </span></span><span class=line><span class=cl>  <span class=n>result</span> <span class=o>=</span> <span class=n>main</span> <span class=o>|</span> <span class=s1>&#39;WaitOnSignals&#39;</span> <span class=o>&gt;&gt;</span> <span class=n>WaitOn</span><span class=p>(</span><span class=n>signal1</span><span class=p>,</span> <span class=n>signal2</span><span class=p>)</span>
 </span></span><span class=line><span class=cl>  <span class=c1># Print each result to logs.</span>
 </span></span><span class=line><span class=cl>  <span class=n>result</span> <span class=o>|</span> <span class=s1>&#39;PrintExample2&#39;</span> <span class=o>&gt;&gt;</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=k>lambda</span> <span class=n>x</span><span class=p>:</span> <span class=nb>print</span><span class=p>(</span><span class=sa>f</span><span class=s2>&#34;Example 2 Final Output: </span><span class=si>{</span><span [...]
-</span></span></code></pre></div><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/python/other/flatten>Flatten</a> merges multiple <code>PCollection</code> objects into a single logical <code>PCollection</code>.</li><li><a href=/documentation/transforms/python/other/windowinto>WindowInto</a> logically divides or groups elements into finite windows.</li><li><a href=/documentation/transforms/python/other/reshuffle>Reshuffle</a> redistributes elemen [...]
+</span></span></code></pre></div><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/python/other/flatten>Flatten</a> merges multiple <code>PCollection</code> objects into a single logical <code>PCollection</code>.</li><li><a href=/documentation/transforms/python/other/windowinto>WindowInto</a> logically divides or groups elements into finite windows.</li><li><a href=/documentation/transforms/python/other/reshuffle>Reshuffle</a> redistributes elemen [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/other/windowinto/index.html b/website/generated-content/documentation/transforms/python/other/windowinto/index.html
index 8402b0acd1d..025b205bf3d 100644
--- a/website/generated-content/documentation/transforms/python/other/windowinto/index.html
+++ b/website/generated-content/documentation/transforms/python/other/windowinto/index.html
@@ -40,7 +40,7 @@ Pydoc</a></table><br><br><p>Logically divides up or groups the elements of a col
 windows according to a function.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Window data-show=window></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Window%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22window%22%7d%5d" data-width=100% data-heigh [...]
 produces a collection where each element consists of a key and all values associated
 with that key.</li><li><a href=/documentation/transforms/python/elementwise/withtimestamps>Timestamp</a>
-applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
+applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/overview/index.html b/website/generated-content/documentation/transforms/python/overview/index.html
index 24e9b305f23..d433c2b3ac9 100644
--- a/website/generated-content/documentation/transforms/python/overview/index.html
+++ b/website/generated-content/documentation/transforms/python/overview/index.html
@@ -43,7 +43,7 @@ and updates the implicit timestamp associated with each input. Note that it is o
 safe to adjust timestamps forwards.</td></tr><tr><td><a href=/documentation/transforms/python/elementwise/values>Values</a></td><td>Extracts the value from each element in a collection of key-value pairs.</td></tr></table><h2 id=aggregation>Aggregation</h2><table class="table-bordered table-striped"><tr><th>Transform</th><th>Description</th></tr><tr><td><a href=/documentation/transforms/python/aggregation/approximatequantiles>ApproximateQuantiles</a></td><td>Given a distribution, find th [...]
 all elements from all of the input collections.</td></tr><tr><td><a href=/documentation/transforms/python/other/reshuffle>Reshuffle</a></td><td>Given an input collection, redistributes the elements between workers. This is
 most useful for adjusting parallelism or preventing coupled failures.</td></tr><tr><td><a href=/documentation/transforms/python/other/windowinto>WindowInto</a></td><td>Logically divides up or groups the elements of a collection into finite
-windows according to a function.</td></tr><tr><td><a href=/documentation/transforms/python/other/waiton>WaitOn</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a  [...]
+windows according to a function.</td></tr><tr><td><a href=/documentation/transforms/python/other/waiton>WaitOn</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a  [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/an-interactive-overview-of-beam/index.html b/website/generated-content/get-started/an-interactive-overview-of-beam/index.html
index 58f45f8d5da..595b0c081c6 100644
--- a/website/generated-content/get-started/an-interactive-overview-of-beam/index.html
+++ b/website/generated-content/get-started/an-interactive-overview-of-beam/index.html
@@ -55,7 +55,7 @@ Run in Colab</a></td></table><p><br><br><br><br></p><h4 id=flatmap>FlatMap</h4><
 Run in Colab</a></td></table><p><br><br><br><br></p><h4 id=filter>Filter</h4><p>Given a predicate, filter out all elements that don’t satisfy that predicate.</p><table align=left><td><a class=button target=_blank href=https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/filter-py.ipynb><img alt="Run in Colab" width=32px height=32px src=/images/colab/icon32.png>
 Run in Colab</a></td></table><p><br><br><br><br></p><h4 id=partition>Partition</h4><p>Separates elements in a collection into multiple output collections.</p><table align=left><td><a class=button target=_blank href=https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/partition-py.ipynb><img alt="Run in Colab" width=32px height=32px src=/images/colab/icon32.png>
 Run in Colab</a></td></table><p><br><br><br><br></p><h4 id=pardo>ParDo</h4><p>A transform for generic parallel processing. It&rsquo;s recommended to use <code>Map</code>, <code>FlatMap</code>, <code>Filter</code> or other more specific transforms when possible.</p><table align=left><td><a class=button target=_blank href=https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/pardo-py.ipynb><img alt="Run in Colab" wid [...]
-Run in Colab</a></td></table><p><br><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
+Run in Colab</a></td></table><p><br><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/beam-overview/index.html b/website/generated-content/get-started/beam-overview/index.html
index f62e6f7cac9..61605aeac91 100644
--- a/website/generated-content/get-started/beam-overview/index.html
+++ b/website/generated-content/get-started/beam-overview/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-check our <a href=/get-started/from-spark>Getting started from Apache Spark</a> page.</p></blockquote><ol><li><p>Take the <a href=https://tour.beam.apache.org/>Tour of Beam</a> as an online interactive learning experience.</p></li><li><p>Follow the Quickstart for the <a href=/get-started/quickstart-java>Java SDK</a>, the <a href=/get-started/quickstart-py>Python SDK</a>, or the <a href=/get-started/quickstart-go>Go SDK</a>.</p></li><li><p>See the <a href=/get-started/wordcount-example>Wo [...]
+check our <a href=/get-started/from-spark>Getting started from Apache Spark</a> page.</p></blockquote><ol><li><p>Take the <a href=https://tour.beam.apache.org/>Tour of Beam</a> as an online interactive learning experience.</p></li><li><p>Follow the Quickstart for the <a href=/get-started/quickstart-java>Java SDK</a>, the <a href=/get-started/quickstart-py>Python SDK</a>, or the <a href=/get-started/quickstart-go>Go SDK</a>.</p></li><li><p>See the <a href=/get-started/wordcount-example>Wo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/downloads/index.html b/website/generated-content/get-started/downloads/index.html
index a3f5ca1312d..5491fcd00b4 100644
--- a/website/generated-content/get-started/downloads/index.html
+++ b/website/generated-content/get-started/downloads/index.html
@@ -271,7 +271,7 @@ versions denoted <code>0.x.y</code>.</p><h2 id=releases>Releases</h2><h3 id=curr
 <a href=https://archive.apache.org/dist/beam/2.1.0/apache-beam-2.1.0-source-release.zip.asc>signature</a>.</p><p><a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319527&amp;version=12340528">Release notes</a>.</p><h4 id=200-2017-05-17>2.0.0 (2017-05-17)</h4><p>Official <a href=https://archive.apache.org/dist/beam/2.0.0/apache-beam-2.0.0-source-release.zip>source code download</a>.
 <a href=https://archive.apache.org/dist/beam/2.0.0/apache-beam-2.0.0-source-release.zip.sha1>SHA-1</a>.
 <a href=https://archive.apache.org/dist/beam/2.0.0/apache-beam-2.0.0-source-release.zip.md5>MD5</a>.
-<a href=https://archive.apache.org/dist/beam/2.0.0/apache-beam-2.0.0-source-release.zip.asc>signature</a>.</p><p><a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319527&amp;version=12339746">Release notes</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=l [...]
+<a href=https://archive.apache.org/dist/beam/2.0.0/apache-beam-2.0.0-source-release.zip.asc>signature</a>.</p><p><a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319527&amp;version=12339746">Release notes</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=l [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/from-spark/index.html b/website/generated-content/get-started/from-spark/index.html
index eaad3862664..fad34c39e16 100644
--- a/website/generated-content/get-started/from-spark/index.html
+++ b/website/generated-content/get-started/from-spark/index.html
@@ -125,7 +125,7 @@ and access them as an <a href=https://docs.python.org/3/glossary.html#term-itera
 </span></span><span class=line><span class=cl>    <span class=n>scaled_values</span> <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>)</span></span></span></code></pre></div></div></div><blockquote><p>ℹ️ In Beam we need to pass a side input explicitly, but we get the
 benefit that a reduction or aggregation does <em>not</em> have to fit into memory.
 Lazily computing side inputs also allows us to compute <code>values</code> only once,
-rather than for each distinct reduction (or requiring explicit caching of the RDD).</p></blockquote><h2 id=next-steps>Next Steps</h2><ul><li>Take a look at all the available transforms in the <a href=/documentation/transforms/python/overview>Python transform gallery</a>.</li><li>Learn how to read from and write to files in the <a href=/documentation/programming-guide/#pipeline-io><em>Pipeline I/O</em> section of the <em>Programming guide</em></a></li><li>Walk through additional WordCount [...]
+rather than for each distinct reduction (or requiring explicit caching of the RDD).</p></blockquote><h2 id=next-steps>Next Steps</h2><ul><li>Take a look at all the available transforms in the <a href=/documentation/transforms/python/overview>Python transform gallery</a>.</li><li>Learn how to read from and write to files in the <a href=/documentation/programming-guide/#pipeline-io><em>Pipeline I/O</em> section of the <em>Programming guide</em></a></li><li>Walk through additional WordCount [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/index.html b/website/generated-content/get-started/index.html
index e8fe888a272..e41be079b42 100644
--- a/website/generated-content/get-started/index.html
+++ b/website/generated-content/get-started/index.html
@@ -42,7 +42,7 @@ the currently available Beam SDKs and runners, and Beam&rsquo;s native I/O conne
 on the <a href=/get-started/downloads>Apache Beam Downloads</a> page.</p><h2 id=support>Support</h2><ul><li>Find resources to help you use Beam, such as mailing lists and issue tracking,
 on the <a href=/get-started/support>Support</a> page.</li><li>Ask questions and discuss topics on
 <a href=https://stackoverflow.com/questions/tagged/apache-beam>Stack Overflow</a>
-or in the Beam <a href=https://apachebeam.slack.com>Slack Channel</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
+or in the Beam <a href=https://apachebeam.slack.com>Slack Channel</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/index.xml b/website/generated-content/get-started/index.xml
index c05992255c0..92a3b44fcb9 100644
--- a/website/generated-content/get-started/index.xml
+++ b/website/generated-content/get-started/index.xml
@@ -927,12 +927,10 @@ late results.&lt;/em>&lt;/p>
 &lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">Double&lt;/span> &lt;span class="n">gmc&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">c&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">sideInput&lt;/span>&lt;span class="o">(&lt;/span>&lt;span class="n">globalMeanScore&lt;/span>&lt;span class="o">);&lt;/span>
 &lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="k">if&lt;/span> &lt;span class="o">(&lt;/span>&lt;span class="n">score&lt;/span> &lt;span class="o">&amp;gt;&lt;/span> &lt;span class="o">(&lt;/span>&lt;span class="n">gmc&lt;/span> &lt;span class="o">*&lt;/span> &lt;span class="n">SCORE_WEIGHT&lt;/span>&lt;span class="o">))&lt;/span> &lt;span class="o">{&lt;/span>
 &lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">LOG&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">info&lt;/span>&lt;span class="o">(&lt;/span>
-&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="s">&amp;#34;user &amp;#34;&lt;/span>
-&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="o">+&lt;/span> &lt;span class="n">c&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">element&lt;/span>&lt;span class="o">().&lt;/span>&lt;span class="na">getKey&lt;/span>&lt;span class="o">()&lt;/span>
-&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="o">+&lt;/span> &lt;span class="s">&amp;#34; spammer score &amp;#34;&lt;/span>
-&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="o">+&lt;/span> &lt;span class="n">score&lt;/span>
-&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="o">+&lt;/span> &lt;span class="s">&amp;#34; with mean &amp;#34;&lt;/span>
-&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="o">+&lt;/span> &lt;span class="n">gmc&lt;/span>&lt;span class="o">);&lt;/span>
+&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="s">&amp;#34;user {} spammer score {} with mean {}&amp;#34;&lt;/span>&lt;span class="o">,&lt;/span>
+&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">c&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">element&lt;/span>&lt;span class="o">().&lt;/span>&lt;span class="na">getKey&lt;/span>&lt;span class="o">(),&lt;/span>
+&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">score&lt;/span>&lt;span class="o">,&lt;/span>
+&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">gmc&lt;/span>&lt;span class="o">);&lt;/span>
 &lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">numSpammerUsers&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">inc&lt;/span>&lt;span class="o">();&lt;/span>
 &lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">c&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">output&lt;/span>&lt;span class="o">(&lt;/span>&lt;span class="n">c&lt;/span>&lt;span class="o">.&lt;/span>&lt;span class="na">element&lt;/span>&lt;span class="o">());&lt;/span>
 &lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="o">}&lt;/span>
diff --git a/website/generated-content/get-started/mobile-gaming-example/index.html b/website/generated-content/get-started/mobile-gaming-example/index.html
index 9ca7ea91001..91c459f0e4d 100644
--- a/website/generated-content/get-started/mobile-gaming-example/index.html
+++ b/website/generated-content/get-started/mobile-gaming-example/index.html
@@ -457,12 +457,10 @@ late results.</em></p><p>The dotted line in the diagram is the &ldquo;ideal&rdqu
 </span></span><span class=line><span class=cl>                        <span class=n>Double</span> <span class=n>gmc</span> <span class=o>=</span> <span class=n>c</span><span class=o>.</span><span class=na>sideInput</span><span class=o>(</span><span class=n>globalMeanScore</span><span class=o>);</span>
 </span></span><span class=line><span class=cl>                        <span class=k>if</span> <span class=o>(</span><span class=n>score</span> <span class=o>&gt;</span> <span class=o>(</span><span class=n>gmc</span> <span class=o>*</span> <span class=n>SCORE_WEIGHT</span><span class=o>))</span> <span class=o>{</span>
 </span></span><span class=line><span class=cl>                          <span class=n>LOG</span><span class=o>.</span><span class=na>info</span><span class=o>(</span>
-</span></span><span class=line><span class=cl>                              <span class=s>&#34;user &#34;</span>
-</span></span><span class=line><span class=cl>                                  <span class=o>+</span> <span class=n>c</span><span class=o>.</span><span class=na>element</span><span class=o>().</span><span class=na>getKey</span><span class=o>()</span>
-</span></span><span class=line><span class=cl>                                  <span class=o>+</span> <span class=s>&#34; spammer score &#34;</span>
-</span></span><span class=line><span class=cl>                                  <span class=o>+</span> <span class=n>score</span>
-</span></span><span class=line><span class=cl>                                  <span class=o>+</span> <span class=s>&#34; with mean &#34;</span>
-</span></span><span class=line><span class=cl>                                  <span class=o>+</span> <span class=n>gmc</span><span class=o>);</span>
+</span></span><span class=line><span class=cl>                              <span class=s>&#34;user {} spammer score {} with mean {}&#34;</span><span class=o>,</span>
+</span></span><span class=line><span class=cl>                              <span class=n>c</span><span class=o>.</span><span class=na>element</span><span class=o>().</span><span class=na>getKey</span><span class=o>(),</span>
+</span></span><span class=line><span class=cl>                              <span class=n>score</span><span class=o>,</span>
+</span></span><span class=line><span class=cl>                              <span class=n>gmc</span><span class=o>);</span>
 </span></span><span class=line><span class=cl>                          <span class=n>numSpammerUsers</span><span class=o>.</span><span class=na>inc</span><span class=o>();</span>
 </span></span><span class=line><span class=cl>                          <span class=n>c</span><span class=o>.</span><span class=na>output</span><span class=o>(</span><span class=n>c</span><span class=o>.</span><span class=na>element</span><span class=o>());</span>
 </span></span><span class=line><span class=cl>                        <span class=o>}</span>
@@ -599,7 +597,7 @@ between instances are.</em></p><p>We can use the session-windowed data to determ
 </span></span><span class=line><span class=cl>    <span class=n>args</span><span class=o>.</span><span class=n>dataset</span><span class=p>,</span> <span class=p>{</span>
 </span></span><span class=line><span class=cl>        <span class=s1>&#39;mean_duration&#39;</span><span class=p>:</span> <span class=s1>&#39;FLOAT&#39;</span><span class=p>,</span>
 </span></span><span class=line><span class=cl>    <span class=p>},</span>
-</span></span><span class=line><span class=cl>    <span class=n>options</span><span class=o>.</span><span class=n>view_as</span><span class=p>(</span><span class=n>GoogleCloudOptions</span><span class=p>)</span><span class=o>.</span><span class=n>project</span><span class=p>))</span></span></span></code></pre></div></div></div><p>We can use the resulting information to find, for example, what times of day our users are playing the longest, or which stretches of the day are more likely to [...]
+</span></span><span class=line><span class=cl>    <span class=n>options</span><span class=o>.</span><span class=n>view_as</span><span class=p>(</span><span class=n>GoogleCloudOptions</span><span class=p>)</span><span class=o>.</span><span class=n>project</span><span class=p>))</span></span></span></code></pre></div></div></div><p>We can use the resulting information to find, for example, what times of day our users are playing the longest, or which stretches of the day are more likely to [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart-go/index.html b/website/generated-content/get-started/quickstart-go/index.html
index 4faa8aac10e..e4147aae023 100644
--- a/website/generated-content/get-started/quickstart-go/index.html
+++ b/website/generated-content/get-started/quickstart-go/index.html
@@ -54,7 +54,7 @@ go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input &lt;P
             --output counts \
             --runner spark \
             --endpoint localhost:8099</code></pre></div></div><h2 id=next-steps>Next Steps</h2><ul><li>Learn more about the <a href=/documentation/sdks/go/>Beam SDK for Go</a>
-and look through the <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam>godoc</a>.</li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Clone the <a href=https://github.com/apache/beam-starter-go>Beam Go starter project</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href [...]
+and look through the <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam>godoc</a>.</li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Clone the <a href=https://github.com/apache/beam-starter-go>Beam Go starter project</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart-java/index.html b/website/generated-content/get-started/quickstart-java/index.html
index ad9c05a4d4d..c422f8fd1b1 100644
--- a/website/generated-content/get-started/quickstart-java/index.html
+++ b/website/generated-content/get-started/quickstart-java/index.html
@@ -174,7 +174,7 @@ and look through the
 <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Take a self-paced tour through our
 <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite
 <a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any
-issues!</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart-py/index.html b/website/generated-content/get-started/quickstart-py/index.html
index b973ec86503..973560827d0 100644
--- a/website/generated-content/get-started/quickstart-py/index.html
+++ b/website/generated-content/get-started/quickstart-py/index.html
@@ -54,7 +54,7 @@ python -m apache_beam.examples.wordcount --input gs://dataflow-samples/shakespea
 output path. For example, if you specify <code>/dir1/counts</code> for the <code>--output</code>
 parameter, the pipeline writes the files to <code>/dir1/</code> and names the files
 sequentially in the format <code>counts-0000-of-0001</code>.</p><h2 id=next-steps>Next Steps</h2><ul><li>Learn more about the <a href=/documentation/sdks/python/>Beam SDK for Python</a>
-and look through the <a href=https://beam.apache.org/releases/pydoc>Python SDK API reference</a>.</li><li>Get <a href=/get-started/an-interactive-overview-of-beam>An Interactive Overview of Beam</a></li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href [...]
+and look through the <a href=https://beam.apache.org/releases/pydoc>Python SDK API reference</a>.</li><li>Get <a href=/get-started/an-interactive-overview-of-beam>An Interactive Overview of Beam</a></li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/go/index.html b/website/generated-content/get-started/quickstart/go/index.html
index c78c62a57c6..56cf165155d 100644
--- a/website/generated-content/get-started/quickstart/go/index.html
+++ b/website/generated-content/get-started/quickstart/go/index.html
@@ -87,7 +87,7 @@ and look through the
 <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam>Go SDK API reference</a>.</li><li>Take a self-paced tour through our
 <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite
 <a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any
-issues!</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/java/index.html b/website/generated-content/get-started/quickstart/java/index.html
index 3f09ba5b0cf..3ce7473fb83 100644
--- a/website/generated-content/get-started/quickstart/java/index.html
+++ b/website/generated-content/get-started/quickstart/java/index.html
@@ -95,7 +95,7 @@ and look through the
 <a href=https://beam.apache.org/releases/javadoc>Java SDK API reference</a>.</li><li>Take a self-paced tour through our
 <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite
 <a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any
-issues!</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/python/index.html b/website/generated-content/get-started/quickstart/python/index.html
index d3c77994fc6..bf91ea20d57 100644
--- a/website/generated-content/get-started/quickstart/python/index.html
+++ b/website/generated-content/get-started/quickstart/python/index.html
@@ -104,7 +104,7 @@ and look through the
 <a href=https://beam.apache.org/releases/pydoc/current>Python SDK API reference</a>.</li><li>Take a self-paced tour through our
 <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite
 <a href=/documentation/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any
-issues!</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/quickstart/typescript/index.html b/website/generated-content/get-started/quickstart/typescript/index.html
index d2371e7f86a..f7e664e9816 100644
--- a/website/generated-content/get-started/quickstart/typescript/index.html
+++ b/website/generated-content/get-started/quickstart/typescript/index.html
@@ -86,7 +86,7 @@ and look through the
 <a href=https://beam.apache.org/releases/typedoc/current>Typescript SDK API reference</a>.</li><li>Take a self-paced tour through our
 <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite
 <a href=/documentation/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any
-issues!</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/resources/learning-resources/index.html b/website/generated-content/get-started/resources/learning-resources/index.html
index 97f794d8f9a..e2a4e3a3a9b 100644
--- a/website/generated-content/get-started/resources/learning-resources/index.html
+++ b/website/generated-content/get-started/resources/learning-resources/index.html
@@ -41,7 +41,7 @@ Built based on <a href=https://www.jetbrains.com/education/>JetBrains Educationa
 objective is to provide a series of structured hands-on learning experiences for learners
 to understand about Apache Beam and its SDKs by solving exercises with gradually increasing
 complexity. Beam Katas are available for both Java and Python SDKs.</p><h3 id=java-1>Java</h3><ul><li>Download <a href="https://www.jetbrains.com/education/download/#section=idea">IntelliJ Edu</a></li><li>Upon opening the IDE, expand the &ldquo;Learn and Teach&rdquo; menu, then select &ldquo;Browse Courses&rdquo;</li><li>Search for &ldquo;Beam Katas - Java&rdquo;</li><li>Expand the &ldquo;Advanced Settings&rdquo; and modify the &ldquo;Location&rdquo; and &ldquo;Jdk&rdquo; appropriately</ [...]
-You can try the available Apache Beam examples at <a href=https://play.beam.apache.org>Beam Playground</a>.</li><li>Learn more about how to add an Apache Beam example/test/kata into Beam Playground catalog <a href=/get-started/try-beam-playground/#how-to-add-new-examples>here</a>.</li></ul><h2 id=api-reference>API Reference</h2><ul><li><strong><a href=/documentation/sdks/javadoc/>Java API Reference</a></strong> - Official API Reference for the Java SDK.</li><li><strong><a href=/documenta [...]
+You can try the available Apache Beam examples at <a href=https://play.beam.apache.org>Beam Playground</a>.</li><li>Learn more about how to add an Apache Beam example/test/kata into Beam Playground catalog <a href=/get-started/try-beam-playground/#how-to-add-new-examples>here</a>.</li></ul><h2 id=api-reference>API Reference</h2><ul><li><strong><a href=/documentation/sdks/javadoc/>Java API Reference</a></strong> - Official API Reference for the Java SDK.</li><li><strong><a href=/documenta [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/resources/videos-and-podcasts/index.html b/website/generated-content/get-started/resources/videos-and-podcasts/index.html
index 671007cde16..7aa26ac9986 100644
--- a/website/generated-content/get-started/resources/videos-and-podcasts/index.html
+++ b/website/generated-content/get-started/resources/videos-and-podcasts/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <audio controls></p><source src=https://feathercastapache.files.wordpress.com/2017/05/0517-04-mejia.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio>
 ### Universal metrics with Apache Beam<p>ApacheCon, Montreal, 2018</p><p>Presented by Etienne Chauchot, <em>Apache Beam PMC member</em></p><p><a href=https://www.slideshare.net/slideshow/embed_code/key/kKJRzR8HxkxLsR>Link to Slides</a>
-<audio controls></p><source src=//feathercastapache.files.wordpress.com/2018/09/03-universal-metrics-with-beam-etienne-chauchot.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio><h2 id=next-steps>Next Steps</h2><ul><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p cl [...]
+<audio controls></p><source src=//feathercastapache.files.wordpress.com/2018/09/03-universal-metrics-with-beam-etienne-chauchot.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio><h2 id=next-steps>Next Steps</h2><ul><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p cl [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/tour-of-beam/index.html b/website/generated-content/get-started/tour-of-beam/index.html
index d44956e59a7..4deb6745390 100644
--- a/website/generated-content/get-started/tour-of-beam/index.html
+++ b/website/generated-content/get-started/tour-of-beam/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/try-apache-beam/index.html b/website/generated-content/get-started/try-apache-beam/index.html
index 72833116069..ad2637851f3 100644
--- a/website/generated-content/get-started/try-apache-beam/index.html
+++ b/website/generated-content/get-started/try-apache-beam/index.html
@@ -131,7 +131,7 @@
 </span></span><span class=line><span class=cl>
 </span></span><span class=line><span class=cl>	<span class=nx>direct</span><span class=p>.</span><span class=nf>Execute</span><span class=p>(</span><span class=nx>context</span><span class=p>.</span><span class=nf>Background</span><span class=p>(),</span> <span class=nx>pipeline</span><span class=p>)</span>
 </span></span><span class=line><span class=cl><span class=p>}</span></span></span></code></pre></div></div></div><p class=language-go><a class="button button--primary" target=_blank href=https://colab.sandbox.google.com/github/apache/beam/blob/master/examples/notebooks/get-started/try-apache-beam-go.ipynb>Run in Colab</a>
-<a class="button button--primary" target=_blank href=https://github.com/apache/beam/blob/master/examples/notebooks/get-started/try-apache-beam-go.ipynb>View on GitHub</a></p><p class=language-go>To learn how to install and run the Apache Beam Go SDK on your own computer, follow the instructions in the <a href=/get-started/quickstart-go>Go Quickstart</a>.</p><p>For a more detailed explanation about how WordCount works, see the <a href=/get-started/wordcount-example>WordCount Example Walkt [...]
+<a class="button button--primary" target=_blank href=https://github.com/apache/beam/blob/master/examples/notebooks/get-started/try-apache-beam-go.ipynb>View on GitHub</a></p><p class=language-go>To learn how to install and run the Apache Beam Go SDK on your own computer, follow the instructions in the <a href=/get-started/quickstart-go>Go Quickstart</a>.</p><p>For a more detailed explanation about how WordCount works, see the <a href=/get-started/wordcount-example>WordCount Example Walkt [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/try-beam-playground/index.html b/website/generated-content/get-started/try-beam-playground/index.html
index 49e0ea8610a..6978a65c618 100644
--- a/website/generated-content/get-started/try-beam-playground/index.html
+++ b/website/generated-content/get-started/try-beam-playground/index.html
@@ -39,7 +39,7 @@
 without having to install Apache Beam in your environment.</p><p>You can try the available Apache Beam examples at
 <a href=https://play.beam.apache.org/>Beam Playground</a>.</p><h2 id=beam-playground-wordcount-example>Beam Playground WordCount Example</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_MinimalWordCount></div><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_WordCountWithMetrics></div><div class="language-go playground-snippet" data-sdk=go data-path=SDK_GO_Minimal [...]
 <a href=https://play.beam.apache.org/>Apache Beam Playground</a> or via
-<a href="https://docs.google.com/forms/d/e/1FAIpQLSd5_5XeOwwW2yjEVHUXmiBad8Lxk-4OtNcgG45pbyAZzd4EbA/viewform?usp=pp_url">this form</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li><li>If you&rsquo;re interested in contributing to the Apache Beam Playground codebase, see the <a href=/contribute>Contribution Guide</a>.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any issues!</p><div class=feedba [...]
+<a href="https://docs.google.com/forms/d/e/1FAIpQLSd5_5XeOwwW2yjEVHUXmiBad8Lxk-4OtNcgG45pbyAZzd4EbA/viewform?usp=pp_url">this form</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li><li>If you&rsquo;re interested in contributing to the Apache Beam Playground codebase, see the <a href=/contribute>Contribution Guide</a>.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any issues!</p><div class=feedba [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/get-started/wordcount-example/index.html b/website/generated-content/get-started/wordcount-example/index.html
index 0f42971ed43..d92c5e08259 100644
--- a/website/generated-content/get-started/wordcount-example/index.html
+++ b/website/generated-content/get-started/wordcount-example/index.html
@@ -625,7 +625,7 @@ using <a href=https://beam.apache.org/releases/pydoc/2.71.0/apache_beam.io.gcp.p
 </span></span><span class=line><span class=cl>  <span class=n>_</span> <span class=o>=</span> <span class=p>(</span><span class=n>output</span>
 </span></span><span class=line><span class=cl>    <span class=o>|</span> <span class=s1>&#39;EncodeString&#39;</span> <span class=o>&gt;&gt;</span> <span class=n>Map</span><span class=p>(</span><span class=k>lambda</span> <span class=n>s</span><span class=p>:</span> <span class=n>s</span><span class=o>.</span><span class=n>encode</span><span class=p>(</span><span class=s1>&#39;utf-8&#39;</span><span class=p>))</span>
 </span></span><span class=line><span class=cl>    <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>io</span><span class=o>.</span><span class=n>WriteToPubSub</span><span class=p>(</span><span class=n>known_args</span><span class=o>.</span><span class=n>output_topic</span><span class=p>))</span></span></span></code></pre></div></div></div><div class='language-go snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=too [...]
-</span></span></span></code></pre></div></div></div><h2 id=next-steps>Next Steps</h2><ul><li>Walk through the Mobile Gaming examples in the <a href=/get-started/mobile-gaming-example>Mobile Gaming Example Walkthrough</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/comm [...]
+</span></span></span></code></pre></div></div></div><h2 id=next-steps>Next Steps</h2><ul><li>Walk through the Mobile Gaming examples in the <a href=/get-started/mobile-gaming-example>Mobile Gaming Example Walkthrough</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/comm [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/bigquery/index.html b/website/generated-content/performance/bigquery/index.html
index 7ae619c846a..4c18362af7a 100644
--- a/website/generated-content/performance/bigquery/index.html
+++ b/website/generated-content/performance/bigquery/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-BigQuery. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigquery>What is the estimated cost to read from BigQuery?</h3><div><h4>Runtime and Estimated Cost by Test Name</h4><div class=performance><img src=/images/performance/looks/30/nwQxvsnQFdBPTk27pZYxjcGNm2rRfNJk.png alt="Runtime and Estimated Cost by Test Name" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
+BigQuery. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigquery>What is the estimated cost to read from BigQuery?</h3><div><h4>Runtime and Estimated Cost by Test Name</h4><div class=performance><img src=/images/performance/looks/30/nwQxvsnQFdBPTk27pZYxjcGNm2rRfNJk.png alt="Runtime and Estimated Cost by Test Name" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/bigtable/index.html b/website/generated-content/performance/bigtable/index.html
index 7c044458784..c5c7c7e3c09 100644
--- a/website/generated-content/performance/bigtable/index.html
+++ b/website/generated-content/performance/bigtable/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-BigTable. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigtable>What is the estimated cost to read from BigTable?</h3><div><h4>Read BigTable RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/32/YQ2W3wdNnBXMgDgpzCRbmQWMHjyPvZny.png alt="Read BigTable RunTime and EstimatedCost" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
+BigTable. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigtable>What is the estimated cost to read from BigTable?</h3><div><h4>Read BigTable RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/32/YQ2W3wdNnBXMgDgpzCRbmQWMHjyPvZny.png alt="Read BigTable RunTime and EstimatedCost" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/glossary/index.html b/website/generated-content/performance/glossary/index.html
index a548f1fc0b1..422469f3570 100644
--- a/website/generated-content/performance/glossary/index.html
+++ b/website/generated-content/performance/glossary/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 measured using the <a href=/documentation/programming-guide/#metrics>Beam Metrics API</a>
-from a pipeline Job running on <a href=/documentation/runners/dataflow/>Dataflow</a>.</p><h2 id=avginputthroughputbytespersec>AvgInputThroughputBytesPerSec</h2><p>The mean input throughput of the pipeline Job measured in bytes per second.</p><h2 id=avginputthroughputelementspersec>AvgInputThroughputElementsPerSec</h2><p>The mean elements input throughput per second of the pipeline Job.</p><h2 id=avgoutputthroughputbytespersec>AvgOutputThroughputBytesPerSec</h2><p>The mean output throughp [...]
+from a pipeline Job running on <a href=/documentation/runners/dataflow/>Dataflow</a>.</p><h2 id=avginputthroughputbytespersec>AvgInputThroughputBytesPerSec</h2><p>The mean input throughput of the pipeline Job measured in bytes per second.</p><h2 id=avginputthroughputelementspersec>AvgInputThroughputElementsPerSec</h2><p>The mean elements input throughput per second of the pipeline Job.</p><h2 id=avgoutputthroughputbytespersec>AvgOutputThroughputBytesPerSec</h2><p>The mean output throughp [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/index.html b/website/generated-content/performance/index.html
index 0678133f344..9a65353dee2 100644
--- a/website/generated-content/performance/index.html
+++ b/website/generated-content/performance/index.html
@@ -40,7 +40,7 @@ various IOs.</p><h1 id=available-metrics>Available Metrics</h1><p>Various metric
 <a href=/documentation/programming-guide/#metrics>Metrics API</a>
 from a pipeline Job running on <a href=/documentation/runners/dataflow/>Dataflow</a>.</p><p>See the <a href=/performance/glossary>glossary</a> for a list of the metrics and their
 definition.</p><h1 id=measured-beam-java-ios>Measured Beam Java IOs</h1><p>See the following pages for performance measures recorded when reading from and
-writing to various Beam IOs.</p><ul><li><a href=/performance/bigquery>BigQuery</a></li><li><a href=/performance/bigtable>BigTable</a></li><li><a href=/performance/textio>TextIO</a></li></ul><h1 id=measured-beam-python-ml-pipelines>Measured Beam Python ML Pipelines</h1><p>See the following pages for performance measures recorded when running various Beam ML pipelines.</p><h2 id=streaming>Streaming</h2><ul><li><a href=/performance/pytorchbertsentimentstreaming>PyTorch Sentiment Analysis St [...]
+writing to various Beam IOs.</p><ul><li><a href=/performance/bigquery>BigQuery</a></li><li><a href=/performance/bigtable>BigTable</a></li><li><a href=/performance/textio>TextIO</a></li></ul><h1 id=measured-beam-python-ml-pipelines>Measured Beam Python ML Pipelines</h1><p>See the following pages for performance measures recorded when running various Beam ML pipelines.</p><h2 id=streaming>Streaming</h2><ul><li><a href=/performance/pytorchbertsentimentstreaming>PyTorch Sentiment Analysis St [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchbertbase/index.html b/website/generated-content/performance/pytorchbertbase/index.html
index 407b2e8795c..5840561e6be 100644
--- a/website/generated-content/performance/pytorchbertbase/index.html
+++ b/website/generated-content/performance/pytorchbertbase/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 250 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running Pytorch Language Modeling using Hugging Face bert-base-uncased model pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/76/Vybj7cBtbvVWJG63RRcYCTBC8TrD3Sdm.p [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/76/Vybj7cBtbvVWJG63RRcYCTBC8TrD3Sdm.p [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchbertlarge/index.html b/website/generated-content/performance/pytorchbertlarge/index.html
index 8a3ca90f78c..a50d923a835 100644
--- a/website/generated-content/performance/pytorchbertlarge/index.html
+++ b/website/generated-content/performance/pytorchbertlarge/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 250 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running Pytorch Language Modeling using Hugging Face bert-large-uncased model pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/77/gTN4qQbqFfJMWJKzwJHsXpjVV8McFbm8.p [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/77/gTN4qQbqFfJMWJKzwJHsXpjVV8McFbm8.p [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchbertsentimentbatch/index.html b/website/generated-content/performance/pytorchbertsentimentbatch/index.html
index 44c897464bf..20026b59357 100644
--- a/website/generated-content/performance/pytorchbertsentimentbatch/index.html
+++ b/website/generated-content/performance/pytorchbertsentimentbatch/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 20 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running PyTorch Sentiment Analysis Batch using Hugging Face DistilBERT base uncased model pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_sentiment_streaming.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/85/Tkkbgk4xCpV3SQPZmYmK4Shn8VhRQDyy [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_sentiment_streaming.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/85/Tkkbgk4xCpV3SQPZmYmK4Shn8VhRQDyy [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchbertsentimentstreaming/index.html b/website/generated-content/performance/pytorchbertsentimentstreaming/index.html
index 8525432e85f..39afb4b4b88 100644
--- a/website/generated-content/performance/pytorchbertsentimentstreaming/index.html
+++ b/website/generated-content/performance/pytorchbertsentimentstreaming/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 20 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running PyTorch Sentiment Analysis Streaming using Hugging Face DistilBERT base uncased model pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_sentiment_streaming.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/82/z4t9TV5tQ8FsbkGD2n5J3hJXb3Dqqmws [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_sentiment_streaming.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/82/z4t9TV5tQ8FsbkGD2n5J3hJXb3Dqqmws [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchresnet101/index.html b/website/generated-content/performance/pytorchresnet101/index.html
index 3e67c42d4fa..6a3777e4bc3 100644
--- a/website/generated-content/performance/pytorchresnet101/index.html
+++ b/website/generated-content/performance/pytorchresnet101/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 75 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running Pytorch Vision Classification with Resnet 101 pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/78/DKbt3WmgTxnxXd5FKMtPvf5SgxYSByP [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/78/DKbt3WmgTxnxXd5FKMtPvf5SgxYSByP [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchresnet152/index.html b/website/generated-content/performance/pytorchresnet152/index.html
index 89daab7d25f..06894f9f0a4 100644
--- a/website/generated-content/performance/pytorchresnet152/index.html
+++ b/website/generated-content/performance/pytorchresnet152/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 75 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running Pytorch Vision Classification with Resnet 152 pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/79/jkV2YJPv3MgqD22DRB65cbGNVjPDcJw [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/79/jkV2YJPv3MgqD22DRB65cbGNVjPDcJw [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/pytorchresnet152tesla/index.html b/website/generated-content/performance/pytorchresnet152tesla/index.html
index 95929216ce9..baa7d886f42 100644
--- a/website/generated-content/performance/pytorchresnet152tesla/index.html
+++ b/website/generated-content/performance/pytorchresnet152tesla/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: 1 × NVIDIA Tesla T4 GPU
 <strong>Host</strong>: 30 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running Pytorch Vision Classification with Resnet 152 with Tesla T4 GPU pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/80/YD3mVwkS3976Cv7bCSSmDP5f4jXFsFR [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_image_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/80/YD3mVwkS3976Cv7bCSSmDP5f4jXFsFR [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/tensorflowmnist/index.html b/website/generated-content/performance/tensorflowmnist/index.html
index 9b194c54cb0..b13e67f5c49 100644
--- a/website/generated-content/performance/tensorflowmnist/index.html
+++ b/website/generated-content/performance/tensorflowmnist/index.html
@@ -39,7 +39,7 @@
 <strong>Accelerator</strong>: CPU only
 <strong>Host</strong>: 1 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show performance metrics for a lightweight MNIST digit classification pipeline using TensorFlow and Apache Beam in batch mode.
 This benchmark is primarily used to validate pipeline correctness and estimate minimal inference cost.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/tensorflow_mnist_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/75/Vs9ZHMkCkrSgJF7FCPdQS5HwK8PQ [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/tensorflow_mnist_classification.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/75/Vs9ZHMkCkrSgJF7FCPdQS5HwK8PQ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/textio/index.html b/website/generated-content/performance/textio/index.html
index e7a94edd922..d07a516907f 100644
--- a/website/generated-content/performance/textio/index.html
+++ b/website/generated-content/performance/textio/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-TextIO. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-of-reading-from-google-cloud-storage-using-textio>What is the estimated cost of reading from Google Cloud Storage using TextIO?</h3><div><h4>Read TextIO RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/34/SsfFgvwyMthnHjdRwBjWGNbvfNgym4wb.png alt="Read TextIO RunTime and EstimatedCost" loading=lazy></div></div><h3 id=h [...]
+TextIO. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-of-reading-from-google-cloud-storage-using-textio>What is the estimated cost of reading from Google Cloud Storage using TextIO?</h3><div><h4>Read TextIO RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/34/SsfFgvwyMthnHjdRwBjWGNbvfNgym4wb.png alt="Read TextIO RunTime and EstimatedCost" loading=lazy></div></div><h3 id=h [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/performance/vllmgemmabatchtesla/index.html b/website/generated-content/performance/vllmgemmabatchtesla/index.html
index 472f5caa62e..cbeb5f5ee73 100644
--- a/website/generated-content/performance/vllmgemmabatchtesla/index.html
+++ b/website/generated-content/performance/vllmgemmabatchtesla/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <strong>Accelerator</strong>: NVIDIA Tesla T4 GPU
 <strong>Host</strong>: 3 × n1-standard-8 (8 vCPUs, 30 GB RAM)</p><p>The following graphs show various metrics when running VLLM Gemma 2b Batch Performance on Tesla T4 pipeline.
-See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/vllm_gemma_batch.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/86/J5TtpRykjwPs4W6S88FnJ28Tr8sSHpqN.png alt="R [...]
+See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/vllm_gemma_batch.py>here</a>.</p><h2 id=what-is-the-estimated-cost-to-run-the-pipeline>What is the estimated cost to run the pipeline?</h2><div><h4>RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/86/J5TtpRykjwPs4W6S88FnJ28Tr8sSHpqN.png alt="R [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/connectors-go-sdk/index.html b/website/generated-content/roadmap/connectors-go-sdk/index.html
index 96162d61b20..511d93b8b48 100644
--- a/website/generated-content/roadmap/connectors-go-sdk/index.html
+++ b/website/generated-content/roadmap/connectors-go-sdk/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-through cross-language transforms feature.<ul><li>KafkaIO via Java - DONE</li><li>BigQuery via Java - In Progress</li><li>Beam SQL via Java</li></ul></li><li>The Go SDK supports SplittableDoFns for bounded pipelines, so scalable bounded pipelines are possible.<ul><li>The textio package supports <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio#ReadSdf>ReadSdf</a> and <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio#ReadAllSdf>R [...]
+through cross-language transforms feature.<ul><li>KafkaIO via Java - DONE</li><li>BigQuery via Java - In Progress</li><li>Beam SQL via Java</li></ul></li><li>The Go SDK supports SplittableDoFns for bounded pipelines, so scalable bounded pipelines are possible.<ul><li>The textio package supports <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio#ReadSdf>ReadSdf</a> and <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio#ReadAllSdf>R [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/connectors-java-sdk/index.html b/website/generated-content/roadmap/connectors-java-sdk/index.html
index 0fade7885d8..1dc8f039125 100644
--- a/website/generated-content/roadmap/connectors-java-sdk/index.html
+++ b/website/generated-content/roadmap/connectors-java-sdk/index.html
@@ -41,7 +41,7 @@ planned Beam connector for Couchbase.</p><h1 id=influxdb>InfluxDB</h1><p>InfluxD
 of time series data. See <a href=https://issues.apache.org/jira/browse/BEAM-2546>BEAM-2546</a> for
 more details on the planned Beam connector for InfluxDB.</p><h1 id=memcached>Memcached</h1><p>Memcached is a distributed memory caching system. See
 <a href=https://issues.apache.org/jira/browse/BEAM-1678>BEAM-1678</a> for more details on the
-planned Beam connector for Memcached.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+planned Beam connector for Memcached.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/connectors-multi-sdk/index.html b/website/generated-content/roadmap/connectors-multi-sdk/index.html
index 5cb7d0d34ad..411d2bc6edb 100644
--- a/website/generated-content/roadmap/connectors-multi-sdk/index.html
+++ b/website/generated-content/roadmap/connectors-multi-sdk/index.html
@@ -39,7 +39,7 @@
 replace current frameworks for developing bounded and unbounded sources.
 Splittable DoFn is being developed along side current Beam portability
 efforts. See <a href=/roadmap/portability/>Beam portability framework roadmap</a> for more details.</p><h1 id=cross-language-transforms>Cross-language transforms</h1><p><em>Last updated on May 2020.</em></p><p>As an added benefit of Beam portability effort, we are able to utilize Beam transforms across SDKs. This has many benefits.</p><ul><li>Connector sharing across SDKs. For example,<ul><li>Beam pipelines written using Python and Go SDKs will be able to utilize the vast selection of co [...]
-language of choice and utilize these transforms from other languages reducing the maintenance and support overheads.</li><li><a href=/documentation/dsls/sql/overview/>Beam SQL</a>, that is currently only available to Java SDK, will become available to Python and Go SDKs.</li><li><a href=https://www.tensorflow.org/tfx/transform/get_started>Beam TFX transforms</a>, that are currently only available to Beam Python SDK pipelines will become available to Java and Go SDKs.</li></ul><h2 id=comp [...]
+language of choice and utilize these transforms from other languages reducing the maintenance and support overheads.</li><li><a href=/documentation/dsls/sql/overview/>Beam SQL</a>, that is currently only available to Java SDK, will become available to Python and Go SDKs.</li><li><a href=https://www.tensorflow.org/tfx/transform/get_started>Beam TFX transforms</a>, that are currently only available to Beam Python SDK pipelines will become available to Java and Go SDKs.</li></ul><h2 id=comp [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/connectors-python-sdk/index.html b/website/generated-content/roadmap/connectors-python-sdk/index.html
index b1500a28676..ec7a9fe6326 100644
--- a/website/generated-content/roadmap/connectors-python-sdk/index.html
+++ b/website/generated-content/roadmap/connectors-python-sdk/index.html
@@ -39,7 +39,7 @@
 Splittable DoFn API is planned. This is partially blocked till
 Splittable DoFn work related to portability framework is finalized.
 See <a href=https://issues.apache.org/jira/browse/BEAM-3788>BEAM-3788</a> for more details.</p><h1 id=parquet>Parquet</h1><p>A Python connector for Parquet file format is currently in development.
-See <a href=https://issues.apache.org/jira/browse/BEAM-4444>BEAM-4444</a> for more details.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
+See <a href=https://issues.apache.org/jira/browse/BEAM-4444>BEAM-4444</a> for more details.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/dataflow-runner/index.html b/website/generated-content/roadmap/dataflow-runner/index.html
index 9e7bb091fc5..98548e0f04d 100644
--- a/website/generated-content/roadmap/dataflow-runner/index.html
+++ b/website/generated-content/roadmap/dataflow-runner/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/euphoria/index.html b/website/generated-content/roadmap/euphoria/index.html
index 617df4332f2..ac12b380179 100644
--- a/website/generated-content/roadmap/euphoria/index.html
+++ b/website/generated-content/roadmap/euphoria/index.html
@@ -37,7 +37,7 @@
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 the large keys into multiple splits, using key distribution approximated by count min sketch data structure.</p><h2 id=pipeline-sampling>Pipeline sampling</h2><p>In order to pick the right translation for the operator without user interference, we can leverage knowledge from
-previous pipeline runs. We want to provide a convenient and portable way to gather this knowledge.</p><h2 id=fluent-api>Fluent API</h2><p>Implementation of an easy to use Fluent API on top of Euphoria DSL.</p><h2 id=side-outputs>Side Outputs</h2><p>An convenient API for multiple outputs.</p><h2 id=table-stream-joins>Table-stream joins</h2><p>Introduce API for converting streams to tables (KStream &lt;-> KTable approach) and various types of (windowed and unwindowed) joins on them.</p><di [...]
+previous pipeline runs. We want to provide a convenient and portable way to gather this knowledge.</p><h2 id=fluent-api>Fluent API</h2><p>Implementation of an easy to use Fluent API on top of Euphoria DSL.</p><h2 id=side-outputs>Side Outputs</h2><p>An convenient API for multiple outputs.</p><h2 id=table-stream-joins>Table-stream joins</h2><p>Introduce API for converting streams to tables (KStream &lt;-> KTable approach) and various types of (windowed and unwindowed) joins on them.</p><di [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/flink-runner/index.html b/website/generated-content/roadmap/flink-runner/index.html
index f0e6fb8ee67..73a62df2392 100644
--- a/website/generated-content/roadmap/flink-runner/index.html
+++ b/website/generated-content/roadmap/flink-runner/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/go-sdk/index.html b/website/generated-content/roadmap/go-sdk/index.html
index 45f7deca492..f8ae625d20e 100644
--- a/website/generated-content/roadmap/go-sdk/index.html
+++ b/website/generated-content/roadmap/go-sdk/index.html
@@ -38,7 +38,7 @@
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 and can execute pipelines on portable runners, like Flink, Spark, Samza, and Google Cloud Dataflow.</p><p>Current roadmap:</p><ul><li>continue building up unbounded pipeline facing features, as described on the <a href=https://cwiki.apache.org/confluence/display/BEAM/Supporting+Streaming+in+the+Go+SDK>Beam Dev Wiki</a>.</li><li>improve IO support via cross language transforms, and add scalable native transforms. <a href=/roadmap/connectors-go-sdk/>Go SDK Connector Roadmap</a></li></ul><p [...]
 Contributions are welcome. Please contact the <a href="mailto:dev@beam.apache.org?subject=%5BGo%20SDK%5D%20How%20can%20I%20help%3F">dev list</a>
-for assistance in finding a place to help out.</p><ul><li>Issues: <a href="https://github.com/apache/beam/issues?q=is%3Aopen+is%3Aissue+label%3Asdk-go">sdk-go</a></li><li>Contact: Robert Burke (@lostluck) <a href="mailto:lostluck@apache.org?subject=%5BGo%20SDK%20Roadmap%5D">Email</a> - Please also cc the <a href=mailto:dev@beam.apache.org>dev@beam.apache.org</a> list. I strongly prefer public discussion of Go SDK matters.</li></ul><div class=feedback><p class=update>Last updated on 2026/ [...]
+for assistance in finding a place to help out.</p><ul><li>Issues: <a href="https://github.com/apache/beam/issues?q=is%3Aopen+is%3Aissue+label%3Asdk-go">sdk-go</a></li><li>Contact: Robert Burke (@lostluck) <a href="mailto:lostluck@apache.org?subject=%5BGo%20SDK%20Roadmap%5D">Email</a> - Please also cc the <a href=mailto:dev@beam.apache.org>dev@beam.apache.org</a> list. I strongly prefer public discussion of Go SDK matters.</li></ul><div class=feedback><p class=update>Last updated on 2026/ [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/index.html b/website/generated-content/roadmap/index.html
index c8605ee337e..f86502de3cc 100644
--- a/website/generated-content/roadmap/index.html
+++ b/website/generated-content/roadmap/index.html
@@ -58,7 +58,7 @@ the structure of user data and unlock relational optimization possibilities.
 Portable schemas enable compatibility between rows in Python and Java.
 A particularly interesting use case is the combination of SQL (implemented in Java)
 with the Python SDK via Beam&rsquo;s cross-language support.
-Learn more about portable schemas from this <a href=https://s.apache.org/portable-schemas-seattle>presentation</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?u [...]
+Learn more about portable schemas from this <a href=https://s.apache.org/portable-schemas-seattle>presentation</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?u [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/java-sdk/index.html b/website/generated-content/roadmap/java-sdk/index.html
index 2395c138876..671da573b4e 100644
--- a/website/generated-content/roadmap/java-sdk/index.html
+++ b/website/generated-content/roadmap/java-sdk/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-about the scope and info on the various tasks please see the GitHub Issue.</p><ul><li>GitHub: <a href=https://github.com/apache/beam/issues/35627>#35627</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6 [...]
+about the scope and info on the various tasks please see the GitHub Issue.</p><ul><li>GitHub: <a href=https://github.com/apache/beam/issues/35627>#35627</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6 [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/nemo-runner/index.html b/website/generated-content/roadmap/nemo-runner/index.html
index d91367e58d2..bb5dc3fbe20 100644
--- a/website/generated-content/roadmap/nemo-runner/index.html
+++ b/website/generated-content/roadmap/nemo-runner/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/portability/index.html b/website/generated-content/roadmap/portability/index.html
index 77795df27a3..8a2d26f4ace 100644
--- a/website/generated-content/roadmap/portability/index.html
+++ b/website/generated-content/roadmap/portability/index.html
@@ -97,7 +97,7 @@ how to run portable pipelines on top of Flink.</p><h3 id=python-on-spark>Running
 Please see the <a href=/documentation/runners/spark/>Spark Runner page</a> for more information on
 how to run portable pipelines on top of Spark.</p><p>Python streaming mode is not yet supported on Spark.</p><h2 id=sdk-harness-config>SDK Harness Configuration</h2><p>See <a href=/documentation/runtime/sdk-harness-config/>here</a> for more information on SDK harness deployment options
 and <a href="https://docs.google.com/presentation/d/1Cso0XP9dmj77OD9Bd53C1M3W1sPJF0ZnA20gzb2BPhE/edit?usp=sharing">here</a>
-for what goes into writing a portable SDK.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
+for what goes into writing a portable SDK.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/prism-runner/index.html b/website/generated-content/roadmap/prism-runner/index.html
index b08c40af070..f12cf2da773 100644
--- a/website/generated-content/roadmap/prism-runner/index.html
+++ b/website/generated-content/roadmap/prism-runner/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/python-sdk/index.html b/website/generated-content/roadmap/python-sdk/index.html
index fa390003a06..53f5b21091f 100644
--- a/website/generated-content/roadmap/python-sdk/index.html
+++ b/website/generated-content/roadmap/python-sdk/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/samza-runner/index.html b/website/generated-content/roadmap/samza-runner/index.html
index e4fadd2ac6f..67c4494bfb3 100644
--- a/website/generated-content/roadmap/samza-runner/index.html
+++ b/website/generated-content/roadmap/samza-runner/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/spark-runner/index.html b/website/generated-content/roadmap/spark-runner/index.html
index d2d1cee006c..6f79d5e1a4e 100644
--- a/website/generated-content/roadmap/spark-runner/index.html
+++ b/website/generated-content/roadmap/spark-runner/index.html
@@ -36,7 +36,7 @@
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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 <script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-tasks please refer to the JIRA ticket.</p><ul><li>JIRA: <a href=https://issues.apache.org/jira/browse/BEAM-7093>BEAM-7093</a></li><li>Contact: <a href=mailto:iemejia@apache.org>Ismaël Mejía</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.goog [...]
+tasks please refer to the JIRA ticket.</p><ul><li>JIRA: <a href=https://issues.apache.org/jira/browse/BEAM-7093>BEAM-7093</a></li><li>Contact: <a href=mailto:iemejia@apache.org>Ismaël Mejía</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.goog [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/sql/index.html b/website/generated-content/roadmap/sql/index.html
index 0eac7332c49..54f7e8f0cd7 100644
--- a/website/generated-content/roadmap/sql/index.html
+++ b/website/generated-content/roadmap/sql/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
 <script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/twister2-runner/index.html b/website/generated-content/roadmap/twister2-runner/index.html
index 3f7c564f658..45375345ef7 100644
--- a/website/generated-content/roadmap/twister2-runner/index.html
+++ b/website/generated-content/roadmap/twister2-runner/index.html
@@ -35,7 +35,7 @@
 <img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
 <img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
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-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
 | <a href=/privacy_policy>Privacy Policy</a>
 | <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/security/index.html b/website/generated-content/security/index.html
index 5267a3518d9..f184dad829a 100644
--- a/website/generated-content/security/index.html
+++ b/website/generated-content/security/index.html
@@ -49,7 +49,7 @@ the certificate verification disables trust verification in every case. This
 exclusion also gets registered globally which disables trust checking for any
 code running in the same JVM.</p><p>Mitigation:
 Users of the affected versions should apply one of the following mitigations:</p><ul><li>Upgrade to Apache Beam 2.17.0 or later</li></ul><p>Acknowledgements:
-This issue was reported (and fixed) by Colm Ó hÉigeartaigh.</p><div class=feedback><p class=update>Last updated on 2026/03/20</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button> [...]
+This issue was reported (and fixed) by Colm Ó hÉigeartaigh.</p><div class=feedback><p class=update>Last updated on 2026/03/24</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button> [...]
 <a href=https://www.apache.org>The Apache Software Foundation</a>
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diff --git a/website/generated-content/sitemap.xml b/website/generated-content/sitemap.xml
index 26fbe59a348..1375479882d 100644
--- a/website/generated-content/sitemap.xml
+++ b/website/generated-content/sitemap.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/blog/beam-2.71.0/</loc><lastmod>2026-03-20T01:49:42-07:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-03-20T01:49:42-07:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-03-20T01:49:42-07:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-03-20T01:49:42-07:00</lastmod></url><url><loc>/catego [...]
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+<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/blog/beam-2.71.0/</loc><lastmod>2026-03-24T09:13:52+04:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-03-24T09:13:52+04:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-03-24T09:13:52+04:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-03-24T09:13:52+04:00</lastmod></url><url><loc>/catego [...]
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