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Posted to commits@beam.apache.org by gi...@apache.org on 2026/08/18 11:49:18 UTC
(beam) branch asf-site updated: Publishing website 2026/08/18 11:49:07 at commit ac087db
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new 5c17fc2483a Publishing website 2026/08/18 11:49:07 at commit ac087db
5c17fc2483a is described below
commit 5c17fc2483ae2fe0264237e87e78bae8f5ede657
Author: runner <ru...@main-runner-2404-9kmqn-z6hpd>
AuthorDate: Tue Aug 18 11:49:08 2026 +0000
Publishing website 2026/08/18 11:49:07 at commit ac087db
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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(" [...]
-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 [...]
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diff --git a/website/generated-content/contribute/become-a-committer/index.html b/website/generated-content/contribute/become-a-committer/index.html
index 6d93e480d29..4583715bf8d 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 2026/08/17</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 2026/08/18</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 273a1ae1836..6bd726e14c7 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>
<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(" [...]
-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 aca95d071cc..ac2e3d81483 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 3e6911d4ec6..c268ad7a16a 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 6d0ef086048..82d27a48a8d 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 586257c88a8..c0423c4023f 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 d97d8b8bc41..6407770c3b7 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’t make a component nonfunctional</li><li>ignored (“sickbayed”) 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 2026/08/17</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 2026/08/18</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 21ccc365e1b..decff10cdd0 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’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 2026/08/17</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 2026/08/18</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 297342626d2..458f7d12d8f 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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/postcommits-policies/index.html b/website/generated-content/contribute/postcommits-policies/index.html
index 86c4b213546..3eec106dc7c 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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/precommit-policies/index.html b/website/generated-content/contribute/precommit-policies/index.html
index 7f228229b4b..fdbf1fc76fa 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’s a tracking
-issue to re-enable it).</li></ul><div class=feedback><p class=update>Last updated on 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/precommit-triage-guide/index.html b/website/generated-content/contribute/precommit-triage-guide/index.html
index 96b2c69f646..58a05cbebd9 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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/ptransform-style-guide/index.html b/website/generated-content/contribute/ptransform-style-guide/index.html
index 35300480a53..62004118c2f 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 30a3dda56da..b3fc916626c 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 “catch the train” 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 2026/08/17</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 2026/08/18</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/contribute/runner-guide/index.html b/website/generated-content/contribute/runner-guide/index.html
index 2367f3828b6..468503112d8 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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/team/index.html b/website/generated-content/contribute/team/index.html
index 7cb013627da..df1109cb031 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 f24f5543299..0e0607bd94b 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 8ef760a5762..8f04e8e1275 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’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 2026/08/17</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 2026/08/18</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 d36f98f8630..2ed2bb251b2 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>
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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/documentation/index.html b/website/generated-content/documentation/index.html
index b1b92506558..5c57e6c1950 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 2026/08/17</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 2026/08/18</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 f68af749477..4a59828c522 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>"readFromSalesforcePlugin"</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>"readFromSalesforcePlugin"</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 [...]
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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 c2b481c2533..33511404dcb 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 ‘month’ and ’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 2026/08/17</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 2026/08/18</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/io/built-in/hadoop/index.html b/website/generated-content/documentation/io/built-in/hadoop/index.html
index e82dbfa557e..a5baab52854 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>"writeStream"</span><span class=o>,</span>
</span></span><span class=line><span class=cl> <span class=n>HadoopFormatIO</span><span class=o>.<</span><span class=n>Text</span><span class=o>,</span> <span class=n>LongWritable</span><span class=o>></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 562c47a6ab9..c9241f8792d 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
</executions>
</plugin>
</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 2026/08/17</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 2026/08/18</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 [...]
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diff --git a/website/generated-content/documentation/io/built-in/iceberg/index.html b/website/generated-content/documentation/io/built-in/iceberg/index.html
index cc65bba30cf..f3165589761 100644
--- a/website/generated-content/documentation/io/built-in/iceberg/index.html
+++ b/website/generated-content/documentation/io/built-in/iceberg/index.html
@@ -467,7 +467,7 @@ the standard mapping for core data types across SQL, Java, Python, and YAML:</p>
</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>integer</span></span></span></code></pre></div></div></div></p><h2 id=iceberg-basics>Iceberg basics</h2><h3 id=catalogs>Catalogs</h3><p>A catalog is a top-level entity used to manage and access Iceberg tables. There are many catalog implementations out there;
this guide focuses on the Hadoop catalog for easy local testing and BigLake REST catalog for cloud-scale development.</p><h3 id=namespaces>Namespaces</h3><p>A namespace lives inside a catalog and may contain a number of Iceberg tables. This is the equivalent of a “database”.</p><h3 id=tables>Tables</h3><p>The actual entity containing data, and is described by a schema and partition spec.</p><h3 id=snapshots>Snapshots</h3><p>A new snapshot is created whenever a change is made [...]
and references its parent snapshot. An Iceberg table’s history is a chronological list of snapshots, enabling features
-like time travel and ACID-compliant concurrent writes.</p><div class=feedback><p class=update>Last updated on 2026/08/17</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 [...]
+like time travel and ACID-compliant concurrent writes.</p><div class=feedback><p class=update>Last updated on 2026/08/18</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/io/built-in/parquet/index.html b/website/generated-content/documentation/io/built-in/parquet/index.html
index 86a7d9b50d0..5d505b304f0 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></</span><span class=n>configuration</span><span class=o>></span>
</span></span><span class=line><span class=cl> <span class=o></</span><span class=n>execution</span><span class=o>></span>
</span></span><span class=line><span class=cl> <span class=o></</span><span class=n>executions</span><span class=o>></span>
-</span></span><span class=line><span class=cl><span class=o></</span><span class=n>plugin</span><span class=o>></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 2026/08/17</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></</span><span class=n>plugin</span><span class=o>></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 2026/08/18</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 [...]
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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 64d04a3dbd6..f4dc68abbc5 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 2026/08/17</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 2026/08/18</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 [...]
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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 81ba59122f0..edb2c274874 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
{"type":"string","length":null},
{"type":"text","length":null},
{"type":"varbinary","size":null},
-{"type":"varchar","length":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: [...]
+{"type":"varchar","length":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 [...]
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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 c4692f1ace5..13e23c0c622 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>.<</span><span class=n>String</span><span class=o>></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>"readFromHubspotReceiver"</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 2026/08/17</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>"readFromHubspotReceiver"</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 2026/08/18</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 [...]
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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 fbe818a8f6e..aad170a35ea 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>'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>'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 80f092783f7..1cfdbeabeb6 100644
--- a/website/generated-content/documentation/io/connectors/index.html
+++ b/website/generated-content/documentation/io/connectors/index.html
@@ -162,7 +162,7 @@ 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 2026/08/17</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 2026/08/18</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 [...]
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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 b0af6bde1be..ea8c1b75fe5 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 2026/08/17</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 2026/08/18</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 e45130e8be5..20fb60c16e6 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’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 2026/08/17</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 2026/08/18</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 e3d9a01aae3..a50ad04ef59 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 | 'CreateKVs' >> beam.core.Create(KVs)
kvs | 'WriteToSimpleKV' >> WriteToKVSink(
- simplekv, 'http://url_to_simple_kv/', final_table_name)</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/17</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, 'http://url_to_simple_kv/', final_table_name)</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/18</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 71c7c0e2695..3e9e23c6998 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 45057f0628d..283da72b190 100644
--- a/website/generated-content/documentation/io/managed-io/index.html
+++ b/website/generated-content/documentation/io/managed-io/index.html
@@ -53,7 +53,7 @@ and Beam SQL is invoked via the Managed API under the hood.</p><h2 id=available-
- none: don't shuffle rows (default)
- hash: shuffle rows by partition key before writing data</td></tr><tr><td>drop</td><td><code>list[<span style=color:green>str</span>]</code></td><td>A list of field names to drop from the input record before writing. Is mutually exclusive with 'keep' and 'only'.</td></tr><tr><td>keep</td><td><code>list[<span style=color:green>str</span>]</code></td><td>A list of field names to keep in the input record. All other fields are dropped before writing. Is mutually exclusive with 'drop' and 'o [...]
For more information on sort orders, please visit <a href=https://iceberg.apache.org/spec/#sort-orders>https://iceberg.apache.org/spec/#sort-orders</a>.</td></tr><tr><td>table_properties</td><td><code>map[<span style=color:green>str</span>, <span style=color:green>str</span>]</code></td><td>Iceberg table properties to be set on the table when it is created.
-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=kafka-read><code>KAFKA</code> Read</h3><div class=table-container-wra [...]
+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=kafka-read><code>KAFKA</code> Read</h3><div class=table-container-wra [...]
<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 bb2d61b9726..3e7a86b59ac 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='["--numberOfRecords=1000", "--filenamePrefix=hdfs://HDFS_NAMENODE:9000/XMLIOIT", "--hdfsConfiguration=[{\"fs.defaultFS\":\"hdfs://HDFS_NAMENODE:9000\",\"dfs.replication\":1,\"dfs.client.use.datanode.hostname\":\"true\" }]" ]' -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: “Run seed job”).</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: “Run seed job”).</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 ae4a3b5d192..69761182a98 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 2026/08/17</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 2026/08/18</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 3f3b9b0d1a0..c9c3a3971f0 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 | "Alert by Email" >> beam.ParDo(TriggerEmailAlert())</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/17</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 | "Alert by Email" >> beam.ParDo(TriggerEmailAlert())</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/18</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 b8b779dd73a..190068abf01 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('output.csv')
-</code></pre><div class=feedback><p class=update>Last updated on 2026/08/17</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 2026/08/18</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 0d99ac0b395..73c432a8393 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 1fa019326fe..cffac8b552d 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’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’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 76133543b2a..6e2f8807161 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==<version released after Beam 2.XX.0>
</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 2026/08/17</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 2026/08/18</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 e47bd4bf305..f6566b70a91 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>'output_path'</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 310380903da..f566a2b7574 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>"</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 0e5f8c6d56c..028164b48ad 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’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 2026/08/17</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 2026/08/18</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 c611f9fe006..da1fc858bb3 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 @@
"docs": collected_documents,
"id": list(collected_embeddings.keys()),
"counter": 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 | "Format Update" >> 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 | "Format Update" >> 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 d8ee1b9e436..325d21eaa5b 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 2026/08/17</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 2026/08/18</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 10ad4352ace..fe083704e1f 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 72e727650d5..6596bd443f3 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
| "Prepare Data" >> beam.ParDo(PrepareDataforTraining())
| "Train Model" >> beam.ParDo(TrainModel())
|
- "Save" >> fileio.WriteToFiles(path=known_args.output, sink=ModelSink()))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/17</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 [...]
+ "Save" >> fileio.WriteToFiles(path=known_args.output, sink=ModelSink()))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/18</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/ml/preprocess-data/index.html b/website/generated-content/documentation/ml/preprocess-data/index.html
index 5787036a440..2b45b47c63e 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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/runinference-metrics/index.html b/website/generated-content/documentation/ml/runinference-metrics/index.html
index e3e672a409a..55029865267 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 @@
| "Tokenize" >> beam.ParDo(Tokenize(cfg.TOKENIZER_NAME))
| "Inference" >>
RunInference(model_handler=KeyedModelHandler(model_handler))
- | "Decode Predictions" >> 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 [...]
+ | "Decode Predictions" >> 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 [...]
\ No newline at end of file
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 7b7c0dc82f4..4323a17ca6e 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>"PostProcessor"</span> <span class=o>>></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 f86edba69f0..699c461e3ea 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 [ "/opt/apache/beam/boot" ]
--temp_location gs://{GCP_PROJECT}/tmp/ \
--job_name tensorrt-text-classification \
--sdk_container_image="us.gcr.io/{GCP_PROJECT}/{MY_DIR}/tensor_rt"
-</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/ai-platform/index.html b/website/generated-content/documentation/patterns/ai-platform/index.html
index 8903b24042b..c9d7cd64118 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>'my-project-id'</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>'my-model-name'</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>'my-model-version'</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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/batch-elements/index.html b/website/generated-content/documentation/patterns/batch-elements/index.html
index 3bb0f98fcfc..053648a19e5 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/bigqueryio/index.html b/website/generated-content/documentation/patterns/bigqueryio/index.html
index 0f7b89f27a7..98dcfd86c1a 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>'FailedRows'</span><span class=p>]</span>
</span></span><span class=line><span class=cl> <span class=o>|</span> <span class=s1>'PrintErrors'</span> <span class=o>>></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>"Error Found </span><span class=si>{}</span><span class=s2>"</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>"Error Found </span><span class=si>{}</span><span class=s2>"</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/bqml/index.html b/website/generated-content/documentation/patterns/bqml/index.html
index 32b22606315..1165f3a4d39 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>'serving_default'</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 4b7f84dbe75..7ab0fcf163b 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 939d56d5b22..0c6a01f2065 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’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 2026/08/17</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’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 2026/08/18</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 296cfe513ae..332b0cc2aa0 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 [...]
\ No newline at end of file
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 82d33c2e52e..a900ffcb048 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>"Batch Contents"</span><span class=o>,</span>
</span></span><span class=line><span class=cl> <span class=n>GroupIntoBatches</span><span class=o>.<</span><span class=n>String</span><span class=o>,</span> <span class=n>GenericJson</span><span class=o>></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>
| <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/overview/index.html b/website/generated-content/documentation/patterns/overview/index.html
index 75cbb3311eb..17dbd4d6478 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 62561759503..269f7dc40a8 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>"main_pc"</span> <span class=o>>></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 2026/08/17</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 2026/08/18</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 [...]
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diff --git a/website/generated-content/documentation/patterns/rate-limiting/index.html b/website/generated-content/documentation/patterns/rate-limiting/index.html
index e162c8d4fa1..45dc00e682f 100644
--- a/website/generated-content/documentation/patterns/rate-limiting/index.html
+++ b/website/generated-content/documentation/patterns/rate-limiting/index.html
@@ -141,7 +141,7 @@
</span></span><span class=line><span class=cl>
</span></span><span class=line><span class=cl><span class=n>python</span> <span class=o>-</span><span class=n>m</span> <span class=n>apache_beam</span><span class=o>.</span><span class=n>examples</span><span class=o>.</span><span class=n>rate_limiter_simple</span> \
</span></span><span class=line><span class=cl> <span class=o>--</span><span class=n>runner</span><span class=o>=<</span><span class=n>RUNNER</span><span class=o>></span> \
-</span></span><span class=line><span class=cl> <span class=o>--</span><span class=n>rls_address</span><span class=o>=</span><span class=err>$</span><span class=p>{</span><span class=n>RLS_ADDRESS</span><span class=p>}</span></span></span></code></pre></div></div></div><h2 id=autoscaler-integration>AutoScaler Integration</h2><p>The throttling time and signals from the RateLimiter has to be picked up by the autoscaler. This allows the autoscaler to scale down the workers when the pipeline [...]
+</span></span><span class=line><span class=cl> <span class=o>--</span><span class=n>rls_address</span><span class=o>=</span><span class=err>$</span><span class=p>{</span><span class=n>RLS_ADDRESS</span><span class=p>}</span></span></span></code></pre></div></div></div><h2 id=autoscaler-integration>AutoScaler Integration</h2><p>The throttling time and signals from the RateLimiter has to be picked up by the autoscaler. This allows the autoscaler to scale down the workers when the pipeline [...]
<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/schema/index.html b/website/generated-content/documentation/patterns/schema/index.html
index 0719f92df25..16282ec3e5e 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 2026/08/17</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 2026/08/18</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/patterns/shared-class/index.html b/website/generated-content/documentation/patterns/shared-class/index.html
index 7a6c3078177..8e8d9de4e4a 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>"customer_id"</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 2026/08/17</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 2026/08/18</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 [...]
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diff --git a/website/generated-content/documentation/patterns/side-inputs/index.html b/website/generated-content/documentation/patterns/side-inputs/index.html
index 2fd56ff7304..224bccede82 100644
--- a/website/generated-content/documentation/patterns/side-inputs/index.html
+++ b/website/generated-content/documentation/patterns/side-inputs/index.html
@@ -202,7 +202,7 @@ 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>'ApplyCrossJoin'</span> <span class=o>>></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 2026/08/17</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 2026/08/18</p><h3>Have you found every [...]
<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/pipelines/create-your-pipeline/index.html b/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
index 18151fd700a..01cf876a109 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><</span><span class=n>String</span><span class=o>></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>"WriteMyFile"</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>"gs://some/outputData.txt"</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>"WriteMyFile"</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>"gs://some/outputData.txt"</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 915d55b7b27..cbdeefc2db5 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>.<</span><span class=n>String</span><span class=o>></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’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 2026/08/17< [...]
+</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’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 2026/08/18< [...]
<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/test-your-pipeline/index.html b/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
index 8e725c36b18..dd48f6727d3 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 2026/08/17</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 2026/08/18</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>
| <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/programming-guide/index.html b/website/generated-content/documentation/programming-guide/index.html
index 7d1d93488aa..d8eabdc69ec 100644
--- a/website/generated-content/documentation/programming-guide/index.html
+++ b/website/generated-content/documentation/programming-guide/index.html
@@ -6230,7 +6230,7 @@ The main advantage here is that multi-language pipelines will be able to operate
starts the Transform service when a Python runtime isn’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’re using Java transforms, a Java language runtime isn’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 2026/08/17</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 2026/08/18</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 [...]
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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 010e392c808..89d951b9960 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>
<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>Additional common features not yet part of the Beam model</h4><div class=table-container><div id=additional-common-features-not-yet-part-of-the-beam-model class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><t [...]
+back to collapsed details</a><h4>Additional common features not yet part of the Beam model</h4><div class=table-container><div id=additional-common-features-not-yet-part-of-the-beam-model class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><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/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 46d86cc323d..c0ae5569d5d 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 id=bounded-splittable-dofn-support-status class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRun [...]
+back to collapsed details</a><h4>Bounded Splittable DoFn Support Status</h4><div class=table-container><div id=bounded-splittable-dofn-support-status class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRun [...]
<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 6a392fe4733..21cadde7959 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 id=how-do-refinements-relate class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbo [...]
+back to collapsed details</a><h4>How do refinements relate?</h4><div class=table-container><div id=how-do-refinements-relate class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbo [...]
<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 65c383e7eb6..2918047c666 100644
--- a/website/generated-content/documentation/runners/capability-matrix/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/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/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 a4f198bf4cf..7b4b9ef6058 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 @@
<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>Unbounded Splittable DoFn Support Status</h4><div class=table-container><div id=unbounded-splittable-dofn-support-status class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct F [...]
+back to collapsed details</a><h4>Unbounded Splittable DoFn Support Status</h4><div class=table-container><div id=unbounded-splittable-dofn-support-status class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct F [...]
<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/what-is-being-computed/index.html b/website/generated-content/documentation/runners/capability-matrix/what-is-being-computed/index.html
index 5ad50a1522d..1094cdafda7 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>
<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>What is being computed?</h4><div class=table-container><div id=what-is-being-computed class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbody><tr [...]
+back to collapsed details</a><h4>What is being computed?</h4><div class=table-container><div id=what-is-being-computed class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbody><tr [...]
<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 bca2e5efc04..cf34c8bc861 100644
--- 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
@@ -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>When in processing time?</h4><div class=table-container><div id=when-in-processing-time class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbody>< [...]
+back to collapsed details</a><h4>When in processing time?</h4><div class=table-container><div id=when-in-processing-time class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbody>< [...]
<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/where-in-event-time/index.html b/website/generated-content/documentation/runners/capability-matrix/where-in-event-time/index.html
index b89379d87c4..08d6427364d 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 id=where-in-event-time class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbody><tr><th c [...]
+back to collapsed details</a><h4>Where in event time?</h4><div class=table-container><div id=where-in-event-time class="table-center big-center"><table><thead><tr><th class=table-left-header></th><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 (Dataset based)</th><th>Apache Nemo</th><th>Hazelcast Jet</th><th>Twister2</th><th>Python Direct FnRunner</th></tr></thead><tbody><tr><th c [...]
<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 cde7ede504f..df59c45e71f 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 2026/08/17</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 2026/08/18</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 d4867ae4625..c7bf7dec7f4 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’ 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’ 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 d5b04f0269e..372cb1b72a2 100644
--- a/website/generated-content/documentation/runners/flink/index.html
+++ b/website/generated-content/documentation/runners/flink/index.html
@@ -135,7 +135,7 @@ 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>2.2.x</td><td>beam-runners-flink-2.2</td><td>≥ 2.75.0</td></tr><tr><td>2.1.x</td><td>beam-runners-flink-2.1</td><td>≥ 2.75.0</td></tr><tr><td>2.0.x</td><td>beam-runners-flink-2.0</td><td>≥ 2.72.0</td></tr><tr><td>1.20.x</td><td>beam-runners-flink-1.20</td><td>≥ 2 [...]
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 2026/08/17</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 2026/08/18</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 96ac1b705d0..e7999363abd 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 2026/08/17</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 2026/08/18</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 c8a3916e929..7fbc788098b 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>
"memory_mb": 2048,
"capacity": 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 2026/08/17</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 2026/08/18</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 4e2010b7cda..b0eb535b53d 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 2026/08/17</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 2026/08/18</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 6a8b8b0e74f..4921ac293c1 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 7116b78a716..8888aa589eb 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 2026/08/17</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 2026/08/18</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 81d5228b5f9..d33be995bc0 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=<PATH_TO_FILE>/pom.xml \
--output=<PATH_TO_FILE>/counts" \
-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 [...]
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diff --git a/website/generated-content/documentation/runtime/environments/index.html b/website/generated-content/documentation/runtime/environments/index.html
index be8f0faa492..9eafac69df5 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 2026/08/17</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 2026/08/18</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 [...]
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diff --git a/website/generated-content/documentation/runtime/model/index.html b/website/generated-content/documentation/runtime/model/index.html
index 83221317b86..64dfc853c3b 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 2026/08/17</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 2026/08/18</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 81905dc645a..a57eb869461 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 2026/08/17</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 2026/08/18</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 cec32aae089..3568af28b52 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 [...]
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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 034604b66cf..43871b21fa7 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 <my-account>/beam_python3.10_sdk:2.60.0-custom
</span></span><span class=line><span class=cl>docker push <my-account>/beam_python3.10_sdk:2.60.0-custom
-</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/08/17</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 2026/08/18</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/transforms/java/aggregation/approximatequantiles/index.html b/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
index b7f34d9811b..4f38eaecb8d 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 2026/08/17</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 2026/08/18</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 493cd6cb7e7..f4611620473 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 2026/08/17</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 2026/08/18</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/batchelements/index.html b/website/generated-content/documentation/transforms/java/aggregation/batchelements/index.html
index f42f9e340cc..6a4a647f2b8 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/batchelements/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/batchelements/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(" [...]
It is designed for operations where each call has a fixed overhead regardless of how many elements are processed and the transform amortizes that cost across multiple elements at once.
The transform takes a <code>PCollection<T></code> as input and produces a <code>PCollection<List<T>></code>, where each output element is a batch containing multiple input elements.
-Batch sizes are chosen dynamically between the configured minimum and maximum values by measuring the execution time of downstream operations.</p><p>Batching is performed per window. Each emitted batch belongs to the same window as its input elements.</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_BatchElements data-show=main_section></div></div><div class="code-sn [...]
+Batch sizes are chosen dynamically between the configured minimum and maximum values by measuring the execution time of downstream operations.</p><p>Batching is performed per window. Each emitted batch belongs to the same window as its input elements.</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_BatchElements data-show=main_section></div></div><div class="code-sn [...]
<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 0642ef9963e..3d758226363 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 2026/08/17</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 2026/08/18</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 4fd12afe9b3..9e34a9d7146 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><</span><span class=n>KV</span><span class=o><</span><span class=n>String</span><span class=o>,</span> <span class=n>Integer</span><span class=o>>></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><</span><span class=n>KV</span><span class=o><</span><span class=n>String</span><span class=o>,</span> <span class=n>Double</span><span class=o>>></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>.<</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>></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 [...]
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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/java/aggregation/combinewithcontext/index.html b/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
index f51e96002c7..1f7d1d442a0 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 2026/08/17</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 2026/08/18</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 0c529a63b89..33daeba8ef3 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 2026/08/17</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 2026/08/18</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 bdaed65082b..ae028a2cfbf 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><</span><span class=n>String</span><span class=o>></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 2026/08/17</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 2026/08/18</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 c248cffa9c8..cce034997ab 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 2026/08/17</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 2026/08/18</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 8bb8145e77e..673497cbb32 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 294bf0313c6..e2bdc30fd70 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><</span><span class=n>Long</span><span class=o>></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><</span><span class=n>Long</span><span class=o>></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 2026/08/17</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 2026/08/18</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 aa14899c29c..518cd41730e 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 2026/08/17</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 2026/08/18</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 4044611546f..ffcbb749338 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 2026/08/17</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 2026/08/18</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 71fb35adb09..92124194adb 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’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 2026/08/17</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 2026/08/18</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 708f97f2731..c0d051b72fb 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 2026/08/17</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 2026/08/18</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 3f86bd03158..2e827e2c87e 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 2026/08/17</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 2026/08/18</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 4c66005f029..17cde11a9a7 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 2026/08/17</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 2026/08/18</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 893db896ce2..3411aa0dc67 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 2026/08/17</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 2026/08/18</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 bd23a39259e..db7a61abcbf 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><</span><span class=n>Long</span><span class=o>></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><</span><span class=n>Long</span><span class=o>></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 2026/08/17</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 2026/08/18</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 c1b2a113117..dc8bc4b148c 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 2026/08/17</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 2026/08/18</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 ad6e4ad493d..4fac672b6a3 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 4fd1b5e37d1..fa7a24aa4bc 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 48408c56ad9..b49e122f425 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>-></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 2026/08/17</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 2026/08/18</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 2735a2d30bf..77a73d24162 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 2026/08/17</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 2026/08/18</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 18cfebeccd7..76f82ddf26b 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 2026/08/17</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 2026/08/18</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 9c61115c44f..91e85f0217b 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 5db64c664dd..ae8eb756947 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 2026/08/17</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 2026/08/18</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 f5c0a3064f1..1a64713ac4a 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>
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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/java/elementwise/values/index.html b/website/generated-content/documentation/transforms/java/elementwise/values/index.html
index e3fe1467bf0..b4c57fa3984 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>
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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/java/elementwise/withkeys/index.html b/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html
index abcc864694c..2fe804d1768 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<V></code> and produces a <code>PCollection<KV<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<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 d3c5fdd93fc..68ed8baeb41 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 4dbabb50569..3b918b832d3 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 5c5a43dd92f..5c61287138a 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’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 [...]
-“Beam”, “Is”, and “Fun”.</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 2026/08/17</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 [...]
+“Beam”, “Is”, and “Fun”.</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 2026/08/18</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 8f16f9b9be2..ae59b4c943a 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 2026/08/17</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 2026/08/18</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 acfb6404aed..fdb4b4af673 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’s pom.xml file:</p><div class='langua
</span></span><span class=line><span class=cl> <span class=o><</span><span class=n>artifactId</span><span class=o>></span><span class=n>hamcrest</span><span class=o>-</span><span class=n>all</span><span class=o></</span><span class=n>artifactId</span><span class=o>></span>
</span></span><span class=line><span class=cl> <span class=o><</span><span class=n>version</span><span class=o>></span><span class=n>1</span><span class=o>.</span><span class=na>3</span><span class=o></</span><span class=n>version</span><span class=o>></span>
</span></span><span class=line><span class=cl> <span class=o><</span><span class=n>scope</span><span class=o>></span><span class=n>test</span><span class=o></</span><span class=n>scope</span><span class=o>></span>
-</span></span><span class=line><span class=cl><span class=o></</span><span class=n>dependency</span><span class=o>></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 2026/08/17</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></</span><span class=n>dependency</span><span class=o>></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 2026/08/18</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 f234970fc3a..8aed1e5502c 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>
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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 343b33a5011..87cb63650f2 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>
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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(" [...]
-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>
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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/java/other/wait/index.html b/website/generated-content/documentation/transforms/java/other/wait/index.html
index f92ad3ed0de..4c524cc9859 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>"Final Result: "</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 [...]
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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 29eb1776036..fdc89863873 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 2026/08/17</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 2026/08/18</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 0651a225dad..14b2de1ff6b 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/batchelements>BatchElements</a></td><td>Groups individual elements into batches to amortize fixed process [...]
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 2026/08/17</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 2026/08/18</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 b4c293a9982..6b09260d1a8 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 2026/08/17</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 2026/08/18</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/approximateunique/index.html b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
index 2d235dc4a54..00256a4372c 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>
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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 2026/08/17</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 2026/08/18</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 7070d28661c..811cb91ac8d 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>
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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 2026/08/17</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 2026/08/18</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/cogroupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
index d3731f2a5b4..8d4c9e8b917 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 2026/08/17</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 2026/08/18</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 64ea4eea1ca..bed99eac125 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 2026/08/17</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 2026/08/18</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 278f6805216..341483803a2 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 2026/08/17</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 2026/08/18</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/combinevalues/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
index 51a900a424f..21a8c954141 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 2026/08/17</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 2026/08/18</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/combinewithcontext/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
index 1161578eb4f..261804fdf13 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/count/index.html b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
index ac3091fc428..84bd5071657 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/count/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 2026/08/17</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 2026/08/18</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/distinct/index.html b/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
index 892320718ec..0b6ebeca5ac 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 2026/08/17</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 2026/08/18</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/groupby/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
index 4d9d567221d..ddd31a59acf 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 2026/08/17</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 2026/08/18</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/groupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
index e215c188cd2..9676ba195de 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 2026/08/17</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 2026/08/18</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 7d09c213abb..489275852fd 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 2026/08/17</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 2026/08/18</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/latest/index.html b/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
index fc5ac08b369..0c9fb639460 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 2026/08/17</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 2026/08/18</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/max/index.html b/website/generated-content/documentation/transforms/python/aggregation/max/index.html
index 5518881677d..841e04951d3 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 2026/08/17</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 2026/08/18</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/mean/index.html b/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
index 5abd800ae35..b3b788cafb8 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 2026/08/17</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 2026/08/18</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 1c5cf508d7a..956b82571e2 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 2026/08/17</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 2026/08/18</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/sample/index.html b/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
index e7e7614aba5..df7615d5d9a 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 2026/08/17</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 2026/08/18</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/sum/index.html b/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
index 81b94398eff..e4f9e98a593 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 2026/08/17</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 2026/08/18</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/tolist/index.html b/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
index c71f0ccdf55..a80532afffb 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 2026/08/17</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 2026/08/18</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/top/index.html b/website/generated-content/documentation/transforms/python/aggregation/top/index.html
index cdda5c2413a..6c39fb68745 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 2026/08/17</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 2026/08/18</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 dc8f003a707..c0c93dee3a4 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>"Print"</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><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={'product_id': '2', 'product_name': 'pixel 6', 'product_stock': '4'})
Row(sale_id=5, customer_id=5, product_id=4, quantity=2, product={'product_id': '4', 'product_name': 'pixel 8', 'product_stock': '10'})</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 2026/08/17</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 2026/08/18</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 76a04d7dfeb..1c8398bd1e5 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>"Print"</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><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='B', quantity=3, region_id=1)
Row(product_id=3, name='C', 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 2026/08/17</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 2026/08/18</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 7ca4a913ac6..e1705d7ffb2 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>"Create"</span> <span class=o>>></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>"Enrich W/ Milvus"</span> <span class=o>>></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>"Print"</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><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 2026/08/17</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 2026/08/18</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 35547af6129..dfc53da6c36 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='20592', 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>"Print"</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><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='movie_02', title='The Shining', genres='Horror')
Row(entity_id='movie_04', title='The Dark Knight', genres='Action')</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 2026/08/17</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 2026/08/18</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/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
index bed8da8b5b4..65cd41c6146 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 2026/08/17</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 2026/08/18</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/transforms/python/elementwise/filter/index.html b/website/generated-content/documentation/transforms/python/elementwise/filter/index.html
index f4c5aaf19a2..d6c954fecc0 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’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 2026/08/17</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 2026/08/18</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/elementwise/flatmap/index.html b/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html
index 51f1b3788f6..a6e43af5ebc 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’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 2026/08/17</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 2026/08/18</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/elementwise/keys/index.html b/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
index 55965e5ec5f..d4dc38144d2 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 2026/08/17</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 2026/08/18</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/elementwise/kvswap/index.html b/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
index 451ae0b1951..6c3199ac0a2 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 2026/08/17</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 2026/08/18</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 7e7fd90c0f1..045d2e0ba57 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 2026/08/17</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 2026/08/18</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/mltransform/index.html b/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
index 0b0498ff374..135a3d8f67c 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 2026/08/17</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 2026/08/18</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/python/elementwise/pardo/index.html b/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
index 3cad4d57ffd..05f1213199b 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 2026/08/17</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 2026/08/18</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/partition/index.html b/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
index 28182485ddc..e8680a9bf0a 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 2026/08/17</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 2026/08/18</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/regex/index.html b/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
index c0c0dbbbc97..ebf34f1ca8f 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 2026/08/17</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 2026/08/18</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/reify/index.html b/website/generated-content/documentation/transforms/python/elementwise/reify/index.html
index 4c2da703c9f..5c8aa6acc5f 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 31b20829681..ac60c3bec1e 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 [...]
('second_question', PredictionResult(example=tensor([108.]), inference=tensor([538.5867]), model_id='gs://apache-beam-samples/run_inference/five_times_table_torch.pt'))
('third_question', PredictionResult(example=tensor([1000.]), inference=tensor([4965.4019]), model_id='gs://apache-beam-samples/run_inference/five_times_table_torch.pt'))
-('fourth_question', PredictionResult(example=tensor([1013.]), inference=tensor([5029.9180]), model_id='gs://apache-beam-samples/run_inference/five_times_table_torch.pt'))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/17</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 [...]
+('fourth_question', PredictionResult(example=tensor([1013.]), inference=tensor([5029.9180]), model_id='gs://apache-beam-samples/run_inference/five_times_table_torch.pt'))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/18</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 5cf8412362f..9bd3d984e9d 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 [...]
('second_question', PredictionResult(example=[108.0], inference=array([540.]), model_id='gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl'))
('third_question', PredictionResult(example=[1000.0], inference=array([5000.]), model_id='gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl'))
-('fourth_question', PredictionResult(example=[1013.0], inference=array([5065.]), model_id='gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl'))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/17</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 [...]
+('fourth_question', PredictionResult(example=[1013.0], inference=array([5065.]), model_id='gs://apache-beam-samples/run_inference/five_times_table_sklearn.pkl'))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/08/18</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>
| <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/index.html b/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html
index 2e89bb0270f..12ce24bb1c1 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 2026/08/17</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 2026/08/18</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 bf6ab7189aa..0ee8629373e 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 2026/08/17</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 2026/08/18</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 b4a2e76d72d..d7604ee9834 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 2026/08/17</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 2026/08/18</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 85b6d9693cb..6bd76854795 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 4a64445310f..b7cf55195ae 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>“seconds”</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></ [...]
<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/create/index.html b/website/generated-content/documentation/transforms/python/other/create/index.html
index 958d68c1200..6ec853fd8fc 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- [...]
<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/other/flatten/index.html b/website/generated-content/documentation/transforms/python/other/flatten/index.html
index 70191c156a7..431c8b93226 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 2026/08/17</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 2026/08/18</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 4f7dd58dc6d..22e140afaec 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 2026/08/17</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 2026/08/18</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 76d2c35a9ce..2e4571fe5be 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 19d4b430aeb..94f4f5eab25 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 2026/08/17</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 2026/08/18</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 1a40183d74c..57755c805ef 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 723f586c5a9..8eccf1d2aae 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 7f0af899675..af2dd3a7351 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>'WaitOnSignals'</span> <span class=o>>></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>'PrintExample2'</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=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>"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 a78b5bfa7ab..50a3193f438 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 2026/08/17</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 2026/08/18</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 de83ab132d1..849a0858cf4 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 2026/08/17</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 2026/08/18</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 ca4c653df45..d9bad8dc9ac 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’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 2026/08/17</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 2026/08/18</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 d51f78016ca..60f8e96a793 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 247780d6004..338c33aebe4 100644
--- a/website/generated-content/get-started/downloads/index.html
+++ b/website/generated-content/get-started/downloads/index.html
@@ -279,7 +279,7 @@ 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&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&version=12339746">Release notes</a>.</p><div class=feedback><p class=update>Last updated on 2026/08/17</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&version=12339746">Release notes</a>.</p><div class=feedback><p class=update>Last updated on 2026/08/18</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 003a60a6188..c21b37b8a9e 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 [...]
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diff --git a/website/generated-content/get-started/index.html b/website/generated-content/get-started/index.html
index 9fb5b540396..eedfc855ac0 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’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 2026/08/17</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 2026/08/18</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 [...]
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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 44391bf3522..3c8a3d2c86c 100644
--- a/website/generated-content/get-started/mobile-gaming-example/index.html
+++ b/website/generated-content/get-started/mobile-gaming-example/index.html
@@ -598,7 +598,7 @@ 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>'mean_duration'</span><span class=p>:</span> <span class=s1>'FLOAT'</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 [...]
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diff --git a/website/generated-content/get-started/quickstart-go/index.html b/website/generated-content/get-started/quickstart-go/index.html
index 201f267f7ab..b4197a2d4c6 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 <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 [...]
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diff --git a/website/generated-content/get-started/quickstart-java/index.html b/website/generated-content/get-started/quickstart-java/index.html
index 1232da9dc85..eada004fcc1 100644
--- a/website/generated-content/get-started/quickstart-java/index.html
+++ b/website/generated-content/get-started/quickstart-java/index.html
@@ -170,7 +170,7 @@ 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’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 2026/08/17</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 2026/08/18</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-py/index.html b/website/generated-content/get-started/quickstart-py/index.html
index 2d44d07df59..d53b64ab50e 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 [...]
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diff --git a/website/generated-content/get-started/quickstart/go/index.html b/website/generated-content/get-started/quickstart/go/index.html
index 3adbf1ddbdc..8407824b58f 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’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 2026/08/17</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 2026/08/18</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/java/index.html b/website/generated-content/get-started/quickstart/java/index.html
index be0f688709a..e9f8d17f1d5 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’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 2026/08/17</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 2026/08/18</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/python/index.html b/website/generated-content/get-started/quickstart/python/index.html
index a22801c370a..d41e72e7c8c 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’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 2026/08/17</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 2026/08/18</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 8e6a853e21c..b0c8baea6ca 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’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 2026/08/17</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 2026/08/18</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/resources/learning-resources/index.html b/website/generated-content/get-started/resources/learning-resources/index.html
index 7f9a49edff6..6c4d24e8f10 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 “Learn and Teach” menu, then select “Browse Courses”</li><li>Search for “Beam Katas - Java”</li><li>Expand the “Advanced Settings” and modify the “Location” and “Jdk” 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 [...]
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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 91007ee86ac..ef6f6793b93 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 2026/08/17</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 2026/08/18</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 42c0c2a5329..c28f25baf7d 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>
<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/get-started/try-apache-beam/index.html b/website/generated-content/get-started/try-apache-beam/index.html
index a6e5fc6ae0f..a41415f8dea 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 8bb1f94152f..0677d6388eb 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’re interested in contributing to the Apache Beam Playground codebase, see the <a href=/contribute>Contribution Guide</a>.</li></ul><p>Please don’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’re interested in contributing to the Apache Beam Playground codebase, see the <a href=/contribute>Contribution Guide</a>.</li></ul><p>Please don’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 88d1451fde6..8d9c9a7067e 100644
--- a/website/generated-content/get-started/wordcount-example/index.html
+++ b/website/generated-content/get-started/wordcount-example/index.html
@@ -622,7 +622,7 @@ using <a href=https://beam.apache.org/releases/pydoc/2.75.0/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>'EncodeString'</span> <span class=o>>></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>'utf-8'</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 f34527c71c4..f0b7ea1bdb2 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 [...]
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diff --git a/website/generated-content/performance/bigtable/index.html b/website/generated-content/performance/bigtable/index.html
index e45197ff936..f203183d3c7 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 [...]
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diff --git a/website/generated-content/performance/glossary/index.html b/website/generated-content/performance/glossary/index.html
index eb874d08621..61ead523d48 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/icebergio/index.html b/website/generated-content/performance/icebergio/index.html
index 5fe27e715bf..d323ac44059 100644
--- a/website/generated-content/performance/icebergio/index.html
+++ b/website/generated-content/performance/icebergio/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(" [...]
-IcebergIO. 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-apache-iceberg-tables-using-icebergio>What is the estimated cost of reading from Apache Iceberg tables using IcebergIO?</h3><div><h4>Read IcebergIO RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/113/x5R7w8VnzkccgzrBTWQ82J7JBNtkGxH2.png alt="Read IcebergIO RunTime and EstimatedCost" loading=lazy></ [...]
+IcebergIO. 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-apache-iceberg-tables-using-icebergio>What is the estimated cost of reading from Apache Iceberg tables using IcebergIO?</h3><div><h4>Read IcebergIO RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/113/x5R7w8VnzkccgzrBTWQ82J7JBNtkGxH2.png alt="Read IcebergIO RunTime and EstimatedCost" loading=lazy></ [...]
<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 f0b2c0213e8..dd5a58d1848 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><li><a href=/performance/icebergio>IcebergIO</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/pytorc [...]
+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><li><a href=/performance/icebergio>IcebergIO</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/pytorc [...]
<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/mltransform-image-embedding-cpu/index.html b/website/generated-content/performance/mltransform-image-embedding-cpu/index.html
index c0750241171..8c6fd8d26ab 100644
--- a/website/generated-content/performance/mltransform-image-embedding-cpu/index.html
+++ b/website/generated-content/performance/mltransform-image-embedding-cpu/index.html
@@ -42,7 +42,7 @@ generates image embeddings through <code>MLTransform</code> with
<code>SentenceTransformerEmbeddings(image_model=True)</code>, and writes results to
BigQuery using batch file loads.</p><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/ml_transform/mltransform_image_embedding.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/111/dxnGs2xD2vNH4Y6HbFMDd5Hc2d5cqVWc.png alt="RunTime and EstimatedCost" loading=lazy></div></div><h2 id=how-has-various-metrics-changed-when-runnin [...]
-for the Tesla T4 GPU variant of this pipeline.</p><div class=feedback><p class=update>Last updated on 2026/08/17</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>< [...]
+for the Tesla T4 GPU variant of this pipeline.</p><div class=feedback><p class=update>Last updated on 2026/08/18</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/performance/mltransform-image-embedding-gpu/index.html b/website/generated-content/performance/mltransform-image-embedding-gpu/index.html
index 2a573e651e6..f1b7c4837e6 100644
--- a/website/generated-content/performance/mltransform-image-embedding-gpu/index.html
+++ b/website/generated-content/performance/mltransform-image-embedding-gpu/index.html
@@ -42,7 +42,7 @@ generates image embeddings through <code>MLTransform</code> with
<code>SentenceTransformerEmbeddings(image_model=True)</code>, and writes results to
BigQuery using batch file loads.</p><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/ml_transform/mltransform_image_embedding.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/110/zQZzvdcy3srprGq5qxqmRRN4GRHpdRDX.png alt="RunTime and EstimatedCost" loading=lazy></div></div><h2 id=how-has-various-metrics-changed-when-runnin [...]
-for the CPU right-fitting variant of this pipeline.</p><div class=feedback><p class=update>Last updated on 2026/08/17</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></ [...]
+for the CPU right-fitting variant of this pipeline.</p><div class=feedback><p class=update>Last updated on 2026/08/18</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/performance/mltransform-text-embedding/index.html b/website/generated-content/performance/mltransform-text-embedding/index.html
index fed28d1bc42..39b2c470bbf 100644
--- a/website/generated-content/performance/mltransform-text-embedding/index.html
+++ b/website/generated-content/performance/mltransform-text-embedding/index.html
@@ -40,7 +40,7 @@
<strong>Host</strong>: 10 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This batch pipeline reads text lines from GCS, generates sentence embeddings
through <code>MLTransform</code> with <code>SentenceTransformerEmbeddings</code>, and writes JSONL
results to GCS.</p><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/ml_transform/mltransform_text_embedding.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/109/wm4mr82Q6MGcJZbvQF32MQB6vYMh3pBM.png alt="RunTime and EstimatedCost" loading=lazy></div></div><h2 id=how-has-various-metrics-changed-when-running [...]
+<a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/ml_transform/mltransform_text_embedding.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/109/wm4mr82Q6MGcJZbvQF32MQB6vYMh3pBM.png alt="RunTime and EstimatedCost" loading=lazy></div></div><h2 id=how-has-various-metrics-changed-when-running [...]
<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/mltransformonehot/index.html b/website/generated-content/performance/mltransformonehot/index.html
index 3bb6ab0cf84..ff793def044 100644
--- a/website/generated-content/performance/mltransformonehot/index.html
+++ b/website/generated-content/performance/mltransformonehot/index.html
@@ -40,7 +40,7 @@
<strong>Host</strong>: 50 × n1-standard-2 (2 vCPUs, 7.5 GB RAM)</p><p>The following graphs show various metrics when running the MLTransform One-Hot
Encoding pipeline using Apache Beam’s MLTransform TFT integration.
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/ml_transform/mltransform_one_hot_encoding.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/108/37DYwfbr5y4gt7g7g7RzRSzGTjd4Jjbj.png alt="RunTime and EstimatedCost" loading=lazy></div></div><h2 id=how-has-various-metrics-changed-when-runni [...]
+<a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/ml_transform/mltransform_one_hot_encoding.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/108/37DYwfbr5y4gt7g7g7RzRSzGTjd4Jjbj.png alt="RunTime and EstimatedCost" loading=lazy></div></div><h2 id=how-has-various-metrics-changed-when-runni [...]
<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/mltransformvocab/index.html b/website/generated-content/performance/mltransformvocab/index.html
index f40c4ca120b..4c3e9043c1e 100644
--- a/website/generated-content/performance/mltransformvocab/index.html
+++ b/website/generated-content/performance/mltransformvocab/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU (batch)
<strong>Host</strong>: MLTransform vocab pipeline on Dataflow (batch)</p><p>This batch pipeline computes a vocabulary from input text columns using
<code>ComputeAndApplyVocabulary</code> and writes vocabulary artifacts for downstream use.</p><p>See the <a href=/performance/glossary>glossary</a> for definitions.</p><p>Full pipeline implementation is available here:
-<a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/ml_transform/mltransform_generate_vocab.py>https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/ml_transform/mltransform_generate_vocab.py</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/107/CccNCHQ23Js2tmxTDYVnjxwfx2zSFSjY [...]
+<a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/ml_transform/mltransform_generate_vocab.py>https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/ml_transform/mltransform_generate_vocab.py</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/107/CccNCHQ23Js2tmxTDYVnjxwfx2zSFSjY [...]
<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 9dfd0bfc7d9..8e743a4b7a8 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 2c0712d703f..172f861dbcf 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 cca86208fdb..b70a5bc9ab9 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 d07159b0e61..2f8ca8ced09 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/pytorchimagecaptioningbatchcpu/index.html b/website/generated-content/performance/pytorchimagecaptioningbatchcpu/index.html
index bc567e21863..effcde88b52 100644
--- a/website/generated-content/performance/pytorchimagecaptioningbatchcpu/index.html
+++ b/website/generated-content/performance/pytorchimagecaptioningbatchcpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU only
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This batch pipeline performs image captioning using a multi-model open-source PyTorch approach.
It first generates multiple candidate captions per image using a BLIP model, then ranks these candidates with a CLIP model based on image-text similarity.</p><p>The following graphs show various metrics when running PyTorch Image Captioning BLIP + CLIP Batch CPU 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_captioning.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/103/M4vTdbrK6BxJXdXcnR7WPwW7VF4Fmhbb.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_image_captioning.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/103/M4vTdbrK6BxJXdXcnR7WPwW7VF4Fmhbb.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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchimagecaptioningbatchgpu/index.html b/website/generated-content/performance/pytorchimagecaptioningbatchgpu/index.html
index b1164230b25..2c6e410447f 100644
--- a/website/generated-content/performance/pytorchimagecaptioningbatchgpu/index.html
+++ b/website/generated-content/performance/pytorchimagecaptioningbatchgpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: Tesla T4 GPU
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This batch pipeline performs image captioning using a multi-model open-source PyTorch approach.
It first generates multiple candidate captions per image using a BLIP model, then ranks these candidates with a CLIP model based on image-text similarity.</p><p>The following graphs show various metrics when running PyTorch Image Captioning BLIP + CLIP Batch 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_captioning.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/94/nhYggnCYJzfgDyTXZRGJwpSyYKvBpfhV.pn [...]
+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_captioning.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/94/nhYggnCYJzfgDyTXZRGJwpSyYKvBpfhV.pn [...]
<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/pytorchimagecaptioningstreamingcpu/index.html b/website/generated-content/performance/pytorchimagecaptioningstreamingcpu/index.html
index 1f011255512..04e5602a18b 100644
--- a/website/generated-content/performance/pytorchimagecaptioningstreamingcpu/index.html
+++ b/website/generated-content/performance/pytorchimagecaptioningstreamingcpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU only
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs image captioning using a multi-model open-source PyTorch approach.
It first generates multiple candidate captions per image using a BLIP model, then ranks these candidates with a CLIP model based on image-text similarity.</p><p>The following graphs show various metrics when running PyTorch Image Captioning BLIP + CLIP Streaming CPU 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_captioning.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/105/YkFKPzV2Rvgy5hmmx2KPyJCHhbxhSjzj.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_image_captioning.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/105/YkFKPzV2Rvgy5hmmx2KPyJCHhbxhSjzj.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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchimagecaptioningstreaminggpu/index.html b/website/generated-content/performance/pytorchimagecaptioningstreaminggpu/index.html
index 2b79c6719c1..a361481f4c8 100644
--- a/website/generated-content/performance/pytorchimagecaptioningstreaminggpu/index.html
+++ b/website/generated-content/performance/pytorchimagecaptioningstreaminggpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: Tesla T4 GPU
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs image captioning using a multi-model open-source PyTorch approach.
It first generates multiple candidate captions per image using a BLIP model, then ranks these candidates with a CLIP model based on image-text similarity.</p><p>The following graphs show various metrics when running PyTorch Image Captioning BLIP + CLIP Streaming 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_captioning.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/104/rgrPw4ZdZjCD8cvKqdvdPGGtPJgWfNK5.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_image_captioning.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/104/rgrPw4ZdZjCD8cvKqdvdPGGtPJgWfNK5.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/pytorchimagenetrightfitcpu/index.html b/website/generated-content/performance/pytorchimagenetrightfitcpu/index.html
index 7fe2e9df46d..e31a2218be7 100644
--- a/website/generated-content/performance/pytorchimagenetrightfitcpu/index.html
+++ b/website/generated-content/performance/pytorchimagenetrightfitcpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU only
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs image classification using an open-source PyTorch EfficientNet-B0 model.
It reads image URIs from Pub/Sub, decodes and preprocesses them in parallel, and runs inference with adaptive batch sizing.</p><p>The following graphs show various metrics when running the PyTorch Image Classification EfficientNet-B0 Streaming (Right-fitting) CPU 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_imagenet_rightfit.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/92/zJhxrMmxJ3zVHH5WZnDQqcBHdFDrBhxK.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_imagenet_rightfit.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/92/zJhxrMmxJ3zVHH5WZnDQqcBHdFDrBhxK.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/pytorchimagenetrightfitgpu/index.html b/website/generated-content/performance/pytorchimagenetrightfitgpu/index.html
index a5e9b10ec2c..ddd50123339 100644
--- a/website/generated-content/performance/pytorchimagenetrightfitgpu/index.html
+++ b/website/generated-content/performance/pytorchimagenetrightfitgpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: Tesla T4 GPU (right-fitted batch size 64 → 32 → 16 → 8)
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs image classification using an open-source PyTorch EfficientNet-B0 model optimized for T4 GPUs.
It reads image URIs from Pub/Sub, decodes and preprocesses them in parallel, and runs inference with adaptive batch sizing for optimal GPU utilization.</p><p>The following graphs show various metrics when running the PyTorch Image Classification EfficientNet-B0 Streaming (Right-fitting) 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_imagenet_rightfit.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/98/sMgzq4N8kJfjSjhSzVDzmXSHbXKwCy4r.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_imagenet_rightfit.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/98/sMgzq4N8kJfjSjhSzVDzmXSHbXKwCy4r.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/pytorchimagenetrightfitoncecpu/index.html b/website/generated-content/performance/pytorchimagenetrightfitoncecpu/index.html
index a6a08fa6d0c..367a71bbe1a 100644
--- a/website/generated-content/performance/pytorchimagenetrightfitoncecpu/index.html
+++ b/website/generated-content/performance/pytorchimagenetrightfitoncecpu/index.html
@@ -40,7 +40,7 @@
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs image classification using an open-source PyTorch EfficientNet-B0 model.
It reads image URIs from Pub/Sub, decodes and preprocesses them in parallel, and runs inference with adaptive batch sizing.
The pipeline ensures exactly-once semantics via stateful deduplication and idempotent BigQuery writes, allowing stable and reproducible performance measurements under continuous load.</p><p>The following graphs show various metrics when running the PyTorch Image Classification EfficientNet-B0 Streaming (Right-fitting, Exactly-once) CPU 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_imagenet_rightfit.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/97/DhsvrRxpby2F25jbj8NPVR6FhzKgsHBP.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_imagenet_rightfit.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/97/DhsvrRxpby2F25jbj8NPVR6FhzKgsHBP.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/pytorchimagenetrightfitoncegpu/index.html b/website/generated-content/performance/pytorchimagenetrightfitoncegpu/index.html
index 696b59df255..72c060953ad 100644
--- a/website/generated-content/performance/pytorchimagenetrightfitoncegpu/index.html
+++ b/website/generated-content/performance/pytorchimagenetrightfitoncegpu/index.html
@@ -40,7 +40,7 @@
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs image classification using an open-source PyTorch EfficientNet-B0 model optimized for T4 GPUs.
It reads image URIs from Pub/Sub, decodes and preprocesses them in parallel, and runs inference with adaptive batch sizing for optimal GPU utilization.
The pipeline ensures exactly-once semantics via stateful deduplication and idempotent BigQuery writes, allowing stable and reproducible performance measurements under continuous load.</p><p>The following graphs show various metrics when running the PyTorch Image Classification EfficientNet-B0 Streaming (Right-fitting, Exactly-once) 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_imagenet_rightfit.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/99/YbwBRmMVBCxPzjm22vWvJ2fDG5mmM3BR.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_imagenet_rightfit.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/99/YbwBRmMVBCxPzjm22vWvJ2fDG5mmM3BR.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/pytorchimageobjectdetectionbatchcpu/index.html b/website/generated-content/performance/pytorchimageobjectdetectionbatchcpu/index.html
index 784dce37b4c..c039d6cb6e0 100644
--- a/website/generated-content/performance/pytorchimageobjectdetectionbatchcpu/index.html
+++ b/website/generated-content/performance/pytorchimageobjectdetectionbatchcpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU only
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This batch pipeline performs object detection using an open-source PyTorch Faster R-CNN ResNet-50 FPN model on CPU.
It reads image URIs from GCS, decodes and preprocesses images, and runs batched inference with a fixed batch size.</p><p>The following graphs show various metrics when running PyTorch Image Object Detection Faster R-CNN ResNet-50 Batch CPU 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_object_detection.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/100/QbMVTdnxzmZzfymSrKsGTvyqFTMp [...]
+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_object_detection.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/100/QbMVTdnxzmZzfymSrKsGTvyqFTMp [...]
<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/pytorchimageobjectdetectionbatchgpu/index.html b/website/generated-content/performance/pytorchimageobjectdetectionbatchgpu/index.html
index f4c5ffefb5a..67528fa8c2d 100644
--- a/website/generated-content/performance/pytorchimageobjectdetectionbatchgpu/index.html
+++ b/website/generated-content/performance/pytorchimageobjectdetectionbatchgpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: Tesla T4 GPU (fixed batch size)
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This batch pipeline performs object detection using an open-source PyTorch Faster R-CNN ResNet-50 FPN model on GPU.
It reads image URIs from GCS, decodes and preprocesses images, and runs batched inference with a fixed batch size to measure stable GPU performance.</p><p>The following graphs show various metrics when running PyTorch Image Object Detection Faster R-CNN ResNet-50 Batch 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_object_detection.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/93/XGPVSYhVbZGJHQCtMPW4nRGynxXpd [...]
+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_object_detection.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/93/XGPVSYhVbZGJHQCtMPW4nRGynxXpd [...]
<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/pytorchimageobjectdetectionstreamingcpu/index.html b/website/generated-content/performance/pytorchimageobjectdetectionstreamingcpu/index.html
index 9db14b08e9d..65569f5956c 100644
--- a/website/generated-content/performance/pytorchimageobjectdetectionstreamingcpu/index.html
+++ b/website/generated-content/performance/pytorchimageobjectdetectionstreamingcpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU only
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs object detection using an open-source PyTorch Faster R-CNN ResNet-50 FPN model on CPU.
It reads image URIs from GCS, decodes and preprocesses images, and runs inference.</p><p>The following graphs show various metrics when running PyTorch Image Object Detection Faster R-CNN ResNet-50 Streaming CPU 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_object_detection.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/102/FHgY6JfxRc23jJ6THkb7sPVw2HSw [...]
+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_object_detection.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/102/FHgY6JfxRc23jJ6THkb7sPVw2HSw [...]
<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/pytorchimageobjectdetectionstreaminggpu/index.html b/website/generated-content/performance/pytorchimageobjectdetectionstreaminggpu/index.html
index 9071cab0c73..e89bd522fd3 100644
--- a/website/generated-content/performance/pytorchimageobjectdetectionstreaminggpu/index.html
+++ b/website/generated-content/performance/pytorchimageobjectdetectionstreaminggpu/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: Tesla T4 GPU
<strong>Host</strong>: 50 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This streaming pipeline performs object detection using an open-source PyTorch Faster R-CNN ResNet-50 FPN model on GPU.
It reads image URIs from GCS, decodes and preprocesses images, and runs inference.</p><p>The following graphs show various metrics when running PyTorch Image Object Detection Faster R-CNN ResNet-50 Streaming 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_object_detection.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/101/SfgfDsbRVk67XMnKZShq3xVBFghN [...]
+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_object_detection.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/101/SfgfDsbRVk67XMnKZShq3xVBFghN [...]
<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 272faea70ed..0e4a5b19300 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 220c7196d84..b76a5a705ff 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 d0ab72e7736..e2e9bb38e83 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/tablerowinference/index.html b/website/generated-content/performance/tablerowinference/index.html
index 9817cb06212..ca1df1d175f 100644
--- a/website/generated-content/performance/tablerowinference/index.html
+++ b/website/generated-content/performance/tablerowinference/index.html
@@ -40,7 +40,7 @@
<strong>Host</strong>: 10 × n1-standard-4 (4 vCPUs, 15 GB RAM)</p><p>This batch pipeline performs inference on continuous table rows using RunInference with a Scikit-learn model.
It reads structured data (table rows) from GCS in JSONL format, extracts specified feature columns, and runs batched inference while preserving the original table schema.
The pipeline ensures exactly-once semantics within batch execution by deduplicating inputs and writing results to BigQuery using file-based loads, enabling reproducible and comparable performance measurements across runs.</p><p>The following graphs show various metrics when running Table Row Inference Sklearn Batch 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/table_row_inference.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/96/Yj3r3VpFDxQwNmPzSsq7wJKf628FxtTg.png alt [...]
+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/table_row_inference.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/96/Yj3r3VpFDxQwNmPzSsq7wJKf628FxtTg.png alt [...]
<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/tablerowinferencestreaming/index.html b/website/generated-content/performance/tablerowinferencestreaming/index.html
index cd0ec5da807..a9e5eb4ee76 100644
--- a/website/generated-content/performance/tablerowinferencestreaming/index.html
+++ b/website/generated-content/performance/tablerowinferencestreaming/index.html
@@ -39,7 +39,7 @@
<strong>Accelerator</strong>: CPU-based inference (fixed batch size)
<strong>Host</strong>: 10 × n1-standard-4 (4 vCPUs, 15 GB RAM), autoscaling up to 20 workers (THROUGHPUT_BASED)</p><p>This streaming pipeline performs inference on continuous table rows using RunInference with a Scikit-learn model.
It reads messages from Pub/Sub, applies windowing, runs batched inference while preserving the table schema, and writes results to BigQuery via streaming inserts.</p><p>The following graphs show various metrics when running Table Row Inference Sklearn Streaming 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/table_row_inference.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/106/WcSwy6KG8JQdYBVspDjbXqQgynrNWdxR.png al [...]
+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/table_row_inference.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/106/WcSwy6KG8JQdYBVspDjbXqQgynrNWdxR.png al [...]
<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 49ef20da461..81ca8e5603f 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 e1a77e43cd6..a127bf1cf8e 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 2910e309534..9c10d1dd8ca 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 6e7482a191a..c08a0d5a88b 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 608edd08f82..e638db10dfc 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 2026/08/17</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 2026/08/18</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 af5a96877ea..2657a00b881 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 61c8655a177..b0cf0a0e020 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 2026/08/17</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 2026/08/18</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 24df4077c45..2e1e7ffc1a4 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/euphoria/index.html b/website/generated-content/roadmap/euphoria/index.html
index 8af052209ef..7004c2286bf 100644
--- a/website/generated-content/roadmap/euphoria/index.html
+++ b/website/generated-content/roadmap/euphoria/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 <-> 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 <-> 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 55a2ca21c4b..aeb0481e77a 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/go-sdk/index.html b/website/generated-content/roadmap/go-sdk/index.html
index 6ffeda4dadd..4d32630a67f 100644
--- a/website/generated-content/roadmap/go-sdk/index.html
+++ b/website/generated-content/roadmap/go-sdk/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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, 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>Otherw [...]
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 4d2cbb33c81..93972b7fd74 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’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 2026/08/17</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 2026/08/18</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 de93c2a22b4..84f4383e121 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 2026/08/17</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 2026/08/18</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 6c8edb64e12..795cae2f69d 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>
<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/portability/index.html b/website/generated-content/roadmap/portability/index.html
index cd892c99e3a..7abc0847157 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 2026/08/17</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 2026/08/18</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 6bef1ee8e2b..8589b5a2d9f 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/python-sdk/index.html b/website/generated-content/roadmap/python-sdk/index.html
index 8a620168c0d..22f23ac3721 100644
--- a/website/generated-content/roadmap/python-sdk/index.html
+++ b/website/generated-content/roadmap/python-sdk/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/samza-runner/index.html b/website/generated-content/roadmap/samza-runner/index.html
index dd0a0f3278a..9dede90adf1 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/spark-runner/index.html b/website/generated-content/roadmap/spark-runner/index.html
index ab09e3922fd..1e18ae61961 100644
--- a/website/generated-content/roadmap/spark-runner/index.html
+++ b/website/generated-content/roadmap/spark-runner/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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(" [...]
-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 2026/08/17</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 2026/08/18</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 e2aaddeabb1..f565edb70bb 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/twister2-runner/index.html b/website/generated-content/roadmap/twister2-runner/index.html
index 709adb38024..a75ebe6f9ee 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>
<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 [...]
\ No newline at end of file
diff --git a/website/generated-content/security/index.html b/website/generated-content/security/index.html
index d91d7e632ff..0f14a0a9013 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 2026/08/17</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 2026/08/18</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/sitemap.xml b/website/generated-content/sitemap.xml
index ab9de22d4f3..0591aa02465 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-summit-2026-interview-with-raj-katakam/</loc><lastmod>2026-08-17T15:59:02-06:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-08-17T15:59:02-06:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-08-17T15:59:02-06:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-08-17T15:59:02-06:00< [...]
\ No newline at end of file
+<?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-summit-2026-interview-with-raj-katakam/</loc><lastmod>2026-08-18T07:37:59-04:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-08-18T07:37:59-04:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-08-18T07:37:59-04:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-08-18T07:37:59-04:00< [...]
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