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Posted to commits@beam.apache.org by gi...@apache.org on 2026/07/21 23:57:43 UTC
(beam) branch asf-site updated: Publishing website 2026/07/21 23:57:34 at commit 55e1ecb
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new aeed3f1ce32 Publishing website 2026/07/21 23:57:34 at commit 55e1ecb
aeed3f1ce32 is described below
commit aeed3f1ce325b0a7b2ff51592b0f1cb9ef2bfb10
Author: runner <ru...@main-runner-2404-9kmqn-qg5qb>
AuthorDate: Tue Jul 21 23:57:35 2026 +0000
Publishing website 2026/07/21 23:57:34 at commit 55e1ecb
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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 202a7dfef8d..bd09c39a379 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 45f0ee3e7c9..1f778b789ea 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 26b8618fd37..44c56775ca9 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 3ecbd986c69..4e767d10571 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 97130973432..0963dc7bdb3 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 0b03f9529b8..6d54224ff0a 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 10a428bf341..05e25bb8926 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 780ca1a5c23..a77311f048b 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 db0eab595da..8ba65146a3e 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 c22c0ef895a..827e4ae4cd8 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 c8a02e3d589..a1a03ed36f4 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/precommit-triage-guide/index.html b/website/generated-content/contribute/precommit-triage-guide/index.html
index 7f6507f6029..3f3914e078b 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 2026/07/21</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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/contribute/ptransform-style-guide/index.html b/website/generated-content/contribute/ptransform-style-guide/index.html
index 387e9eab43b..ecd50e3e215 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/release-blocking/index.html b/website/generated-content/contribute/release-blocking/index.html
index 41ae757de5d..fb30ecfe834 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 cc93d33ad00..18542e1ec24 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 e52d929d2f5..1b64c7fbc2a 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 eee37e0d65f..96afff3f7c0 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 58231c22f89..e496e7f86ee 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 c590792b0c9..5b31c0e82e5 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 ca84c047051..fec563a7d85 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 f123da3f54b..cc424004210 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 202529616e3..8c8bfc78651 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 f7f2b2ab49b..8ddd2c96489 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 0cc48d1df98..5fc0d3b801e 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 10cf23d46ad..b4ae5a8063a 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 b714c83b519..48db300d824 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 2026/07/21</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 2026/07/22</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 e24e31a464f..ca9b11fc666 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 1bb6fde2089..55a790e2c8d 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 077f7b111ff..f7ce9e357d0 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 2026/07/21</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 2026/07/22</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 7bbcc7cc62f..f65c7dcda0f 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 556bb86ce3f..94314e0286a 100644
--- a/website/generated-content/documentation/io/connectors/index.html
+++ b/website/generated-content/documentation/io/connectors/index.html
@@ -158,7 +158,7 @@ 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 9d6be117c6e..95d521fbbd2 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 9692230bc8e..3103eeb34f8 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 f037542819d..55ca548bd9d 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 eb976eb3927..35d0ab44137 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 8825a4ea5d2..816ada84ec4 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 99929e36ec9..279d25cac01 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 bdd6234dedd..98ca8756606 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 8804ee701de..d3ee7a1db9d 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 88c78673695..9bb9eff850c 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 f759719a2bd..d918c3adf47 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 45426d5df50..a9d03798532 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 f086f3f36cc..6cb1909e28c 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 9fd4ea4fd0a..582bb84d38d 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 6ec7fbeb66a..1f4d3ff0772 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 e632242c9de..b847ed85cfa 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><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 43e6b693a18..53b8f29e576 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 52210c26a16..9e2a18a5165 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 3b890842105..10f5c4d5e54 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 2e6d5a236a8..c0af2e874ac 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything 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 7e56f268d7b..5c5279072cd 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 6fac1f54a41..c4e4bdfa3a6 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 3bbaa5a7ea5..f6ceea3d42c 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 7a809d8e58d..0d7318fdff2 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 [...]
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diff --git a/website/generated-content/documentation/patterns/ai-platform/index.html b/website/generated-content/documentation/patterns/ai-platform/index.html
index ded9cb145c4..326e1e66dd1 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 3d32e289266..b9dae98c8a1 100644
--- a/website/generated-content/documentation/patterns/batch-elements/index.html
+++ b/website/generated-content/documentation/patterns/batch-elements/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/patterns/bigqueryio/index.html b/website/generated-content/documentation/patterns/bigqueryio/index.html
index 26442633485..fdcc6555d9d 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 [...]
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diff --git a/website/generated-content/documentation/patterns/bqml/index.html b/website/generated-content/documentation/patterns/bqml/index.html
index 8938751c585..fcdd007d758 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 0203cfa7e22..09553bc0237 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 dfe69c25e3d..00ddd9b7983 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 2026/07/21</p><h3>Have you found everything you were looking 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 2026/07/22</p><h3>Have you found everything you were looking 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/file-processing/index.html b/website/generated-content/documentation/patterns/file-processing/index.html
index 54d68eb57c8..936643cc10d 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 62f25f39a04..3bc3b112a88 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 cd15dd61f1d..d641cac1ee5 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 a6c02c7df1d..b91b9766cdb 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 2026/07/21</p><h3>Have you found 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 2026/07/22</p><h3>Have you found 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 2e65bdd136f..80e1a284354 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 ac8a55c8c3d..4e0275a8fe8 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything 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 20dbe717123..9ebfabd7018 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 2026/07/21</p><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 2026/07/22</p><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 6a326cac2f4..2b5fe7414aa 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 2026/07/21</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 2026/07/22</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 e33f8a1f47c..ed1a1439a97 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>
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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/design-your-pipeline/index.html b/website/generated-content/documentation/pipelines/design-your-pipeline/index.html
index fc2cf9c4006..96254912764 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 2026/07/21< [...]
+</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 2026/07/22< [...]
<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/pipelines/test-your-pipeline/index.html b/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
index 6b872540898..d577b02d36f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 0b5e0074434..65b7bbe01cd 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 77a4366e2bb..8b44935b950 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 class="table-left big-left"><table><tr><th></th></tr><tr><th>Drain</th></tr><tr><th>Checkpoint</th></tr><tr><th>Key-ordered delivery</th></tr></table></div><div class="table-right big-right"><div id=additional-common-features-not-yet-part-of-the-beam-model class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Ap [...]
+back to collapsed details</a><h4>Additional common features not yet part of the Beam model</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Drain</th></tr><tr><th>Checkpoint</th></tr><tr><th>Key-ordered delivery</th></tr></table></div><div class="table-right big-right"><div id=additional-common-features-not-yet-part-of-the-beam-model class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Ap [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html b/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html
index b4f7fa42cf0..7f266413471 100644
--- a/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/bounded-splittable-dofn-support-status/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-back to collapsed details</a><h4>Bounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=bounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Google [...]
+back to collapsed details</a><h4>Bounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=bounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Google [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html b/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html
index fb87cfeebbe..313e69dd6d6 100644
--- a/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/how-do-refinements-relate/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-back to collapsed details</a><h4>How do refinements relate?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Discarding</th></tr><tr><th>Accumulating</th></tr></table></div><div class="table-right big-right"><div id=how-do-refinements-relate class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Apache Flink</th><th>Apache Spark (RDD/DStream based)</th><th>Apache Spark Structured Streaming [...]
+back to collapsed details</a><h4>How do refinements relate?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Discarding</th></tr><tr><th>Accumulating</th></tr></table></div><div class="table-right big-right"><div id=how-do-refinements-relate class="table-headers big-headers"><table><tr><th>Google Cloud Dataflow</th><th>Prism Local Runner</th><th>Apache Flink</th><th>Apache Spark (RDD/DStream based)</th><th>Apache Spark Structured Streaming [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/capability-matrix/index.html b/website/generated-content/documentation/runners/capability-matrix/index.html
index 25805a0a625..45fbfa3e687 100644
--- a/website/generated-content/documentation/runners/capability-matrix/index.html
+++ b/website/generated-content/documentation/runners/capability-matrix/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<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>$(".table-headers").scroll(function(){$("#"+this.id+".table-center").scrollLeft($(this).scrollLeft())}),$(".table-center").scroll(function(){$("#"+this.id+".table-headers").scrollLeft($(this).scrollLeft())})</script><div class=feedback><p class=update>Last updated on 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a hr [...]
+<script>$(".table-headers").scroll(function(){$("#"+this.id+".table-center").scrollLeft($(this).scrollLeft())}),$(".table-center").scroll(function(){$("#"+this.id+".table-headers").scrollLeft($(this).scrollLeft())})</script><div class=feedback><p class=update>Last updated on 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a hr [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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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 4d9a75aa97e..0e369f6a93f 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 class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=unbounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Go [...]
+back to collapsed details</a><h4>Unbounded Splittable DoFn Support Status</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Base</th></tr><tr><th>Side Inputs</th></tr><tr><th>Splittable DoFn Initiated Checkpointing</th></tr><tr><th>Dynamic Splitting</th></tr><tr><th>Bundle Finalization</th></tr></table></div><div class="table-right big-right"><div id=unbounded-splittable-dofn-support-status class="table-headers big-headers"><table><tr><th>Go [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
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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 4889a444e9c..d7d56fd6bba 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 class="table-left big-left"><table><tr><th></th></tr><tr><th>ParDo</th></tr><tr><th>GroupByKey</th></tr><tr><th>Flatten</th></tr><tr><th>Combine</th></tr><tr><th>Composite Transforms</th></tr><tr><th>Side Inputs</th></tr><tr><th>Source API</th></tr><tr><th>Metrics</th></tr><tr><th>Stateful Processing</th></tr></table></div><div class="table-right big-right"><div id=what-is-being-computed class="t [...]
+back to collapsed details</a><h4>What is being computed?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>ParDo</th></tr><tr><th>GroupByKey</th></tr><tr><th>Flatten</th></tr><tr><th>Combine</th></tr><tr><th>Composite Transforms</th></tr><tr><th>Side Inputs</th></tr><tr><th>Source API</th></tr><tr><th>Metrics</th></tr><tr><th>Stateful Processing</th></tr></table></div><div class="table-right big-right"><div id=what-is-being-computed class="t [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div 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 ee51f01da9e..fca45a7cb61 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 class="table-left big-left"><table><tr><th></th></tr><tr><th>Configurable triggering</th></tr><tr><th>Event-time triggers</th></tr><tr><th>Processing-time triggers</th></tr><tr><th>Count triggers</th></tr><tr><th>Composite triggers</th></tr><tr><th>Allowed lateness</th></tr><tr><th>Timers</th></tr></table></div><div class="table-right big-right"><div id=when-in-processing-time class="table-heade [...]
+back to collapsed details</a><h4>When in processing time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Configurable triggering</th></tr><tr><th>Event-time triggers</th></tr><tr><th>Processing-time triggers</th></tr><tr><th>Count triggers</th></tr><tr><th>Composite triggers</th></tr><tr><th>Allowed lateness</th></tr><tr><th>Timers</th></tr></table></div><div class="table-right big-right"><div id=when-in-processing-time class="table-heade [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div 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 538a505c936..41088316b67 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>
<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>Where in event time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Global windows</th></tr><tr><th>Fixed windows</th></tr><tr><th>Sliding windows</th></tr><tr><th>Session windows</th></tr><tr><th>Custom windows</th></tr><tr><th>Custom merging windows</th></tr><tr><th>Timestamp control</th></tr></table></div><div class="table-right big-right"><div id=where-in-event-time class="table-headers big-headers"><t [...]
+back to collapsed details</a><h4>Where in event time?</h4><div class=table-container><div class="table-left big-left"><table><tr><th></th></tr><tr><th>Global windows</th></tr><tr><th>Fixed windows</th></tr><tr><th>Sliding windows</th></tr><tr><th>Session windows</th></tr><tr><th>Custom windows</th></tr><tr><th>Custom merging windows</th></tr><tr><th>Timestamp control</th></tr></table></div><div class="table-right big-right"><div id=where-in-event-time class="table-headers big-headers"><t [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/runners/dataflow/index.html b/website/generated-content/documentation/runners/dataflow/index.html
index 02a92aa1910..1ff9f9d36d5 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2c6cfe1b2cb..c268320dd85 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 6637aa77813..5c8fd5f1973 100644
--- a/website/generated-content/documentation/runners/flink/index.html
+++ b/website/generated-content/documentation/runners/flink/index.html
@@ -134,7 +134,7 @@ The Flink community supports the last two minor versions. When support for a Fli
To find out which version of Flink is compatible with Beam please see the table below:</p><table class="table table-bordered"><tr><th>Flink Version</th><th>Artifact Id</th><th>Supported Beam Versions</th></tr><tr><td>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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 28849e0eccd..f7aa32cd04f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 28c465eb2d6..c12e01969f7 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 261fe4a4da7..299fce0374a 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 5f3c7049ef0..07504cb4fc3 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 f7383b3d879..679061b4929 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p 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 2a69513b4d9..5354f8d8942 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 0921a09b7ae..dc9ed5d8b33 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 0aa525a5d33..775b952e5c0 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 369cee55564..e50dabd10c9 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 5e870955825..482dc3cbd35 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 8b3e050dd55..ac0a67c259b 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 94c4572ade4..52233eff344 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 caf9d6f51c6..9375198b5f0 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 14ee6efc349..b05f963e7bb 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 e8f7e79f103..d4e68d2b254 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2cb9abaec22..69da3fc2813 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 006f4515c80..05901778882 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 5bdbde17853..8b695bd4f48 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 b3539a750e5..6e0e20d5bcb 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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>
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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/groupbykey/index.html b/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html
index 86c99306141..73ae9b2d02b 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 a7f2871b1e5..0eb01b1fcd3 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 b9bcf427c15..2d143be8794 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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>
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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/latest/index.html b/website/generated-content/documentation/transforms/java/aggregation/latest/index.html
index c1e7fcdc26f..9c090cd07a6 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 1c4bc21eb8e..3c602476c55 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 304a836d522..49f6c3ecfd0 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 d43dc601df0..9385a42c394 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 f25c740bc6a..5943bc4ef6e 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 48cb3967907..ad1c6893bb3 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 a14dd73d861..4a0a37663ba 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 26242f6c9ca..1988bee7065 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 a48880a0bf9..d3541aec028 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 71384916335..0b66512cbb5 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 94392442bcc..bd9f889b6f2 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 459b966e3ab..dfaaebef765 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 5f347a04460..ffc72f8398a 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? 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 86a90205a36..acef29e8eb4 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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>
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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/regex/index.html b/website/generated-content/documentation/transforms/java/elementwise/regex/index.html
index 912cf667716..784a26c8acd 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 94a94920ffd..6efdba81f69 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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>
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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/tostring/index.html b/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
index 016e39bb9cf..0ca89137a3d 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 d59288c1a10..459076c4735 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/values/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/values/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Javadoc</a></table><br><br><p>The <code>Values</code> transform takes a collection of key-value pairs, and
-returns the value of each element.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Values data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Values%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% da [...]
+returns the value of each element.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Values data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Values%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% da [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html b/website/generated-content/documentation/transforms/java/elementwise/withkeys/index.html
index 621dbe4ab44..d011f12e4e8 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 d7780b957c1..8984f1dcfbc 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 97480987542..d2ac8786226 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 9fbf35a77a7..1bcc08eb297 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 2026/07/21</p><h3>Have you 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 2026/07/22</p><h3>Have you 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 0f81527d232..07d90357bcc 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 e2a29345c6d..11bf86e7390 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 2026/07/21</p><h3>Have you found everything you were looking 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 2026/07/22</p><h3>Have you found everything you were looking 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 0ab7e81dd9e..7a351a9133c 100644
--- a/website/generated-content/documentation/transforms/java/other/tee/index.html
+++ b/website/generated-content/documentation/transforms/java/other/tee/index.html
@@ -39,7 +39,7 @@
Javadoc</a></table><br><br><p>The <code>Tee</code> transform allows for splitting the pipeline flow into multiple branches,
enabling the application of side transformations while preserving the main pipeline.
This is similar to the Unix <code>tee</code> command, which duplicates input and sends it to
-multiple outputs without interrupting the main flow.</p><p>See more information in the <a href=/documentation/programming-guide/#tee>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_Tee data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1& [...]
+multiple outputs without interrupting the main flow.</p><p>See more information in the <a href=/documentation/programming-guide/#tee>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_Tee data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1& [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/java/other/view/index.html b/website/generated-content/documentation/transforms/java/other/view/index.html
index dde9c78e645..1960efe42f5 100644
--- a/website/generated-content/documentation/transforms/java/other/view/index.html
+++ b/website/generated-content/documentation/transforms/java/other/view/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_View data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JA [...]
+Javadoc</a></table><br><br><p>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_View data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JA [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
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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 323e77ffc7a..ee05d27fa0d 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 dfcb807902b..f9e0633a028 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 374bbf7bc85..e923844cb5f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><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 810cfe2ef40..81f03e428a0 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/approximateunique/index.html b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
index 197309a4455..d6b37e79c43 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ApproximateUnique data-show=approximateunique></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ApproximateUnique%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22appro [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 97ba1023751..1c978ba5f0b 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_BatchElements data-show=batchelements></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_BatchElements%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22batchelements%22% [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/cogroupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
index 89a50e863ae..3219a033ae9 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/combineglobally/index.html b/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
index b83a5792ee9..ff881a65023 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 9924b2372c6..18bb18fa688 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 4cae8002882..b319665d43b 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
index d0584e05186..346b7578484 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/count/index.html b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
index 9bb803f198c..42dacbf1e06 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/count/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/distinct/index.html b/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
index bba95015aaa..bde37e26b43 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
index 527675dfb77..a4dc07dff00 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 6f6e0bc7f89..cc5a9511fd6 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2ee5db9d80b..13115f56a84 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/latest/index.html b/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
index fb0e7eb88ec..22af3ef557d 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 f41f0dbef0a..b177093f82e 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 499acdde436..581a95749fa 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 602020f788c..2bfc554b14a 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/sample/index.html b/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
index dcc4f7e6532..be7606b3d41 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/sum/index.html b/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
index 41cfe482faa..95f80ab8dbc 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
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| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html b/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
index 42752b81b91..afaed904897 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/top/index.html b/website/generated-content/documentation/transforms/python/aggregation/top/index.html
index a456b25bbe8..27d4b1d0267 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 bf63d2b11ac..7dc61149b9c 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 35eb31e2806..cf262aad98c 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 1fca0cdfb41..c74150039ba 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 41f3e740107..df85ee772b9 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 8d525e87b2c..2f865a6e35f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 632324c4e1d..71f58f31ffa 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
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| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html b/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html
index 3e810026f0a..b3e1b345df8 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 b8e91d6b9d3..0dbbe319dde 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 c193f80a8a7..e079b5f68ab 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 681da9306c3..b8668bd6d2d 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 c9a761706bc..9512e9d5f40 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 de569a3bbc4..5853cfe9f8b 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 b5763b7680d..7e606774b52 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 4be2cc28c9a..e3ce163c94f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 6352e372c43..7f32b8e6f46 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 ebabed76ff0..10e49c0ef7f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 7b4e4fca287..10e52bbf358 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 8bebb689bf9..f55c5964c60 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 a0c8f8c7ce1..8651ec0c529 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 5d3ece02874..f3bc3f7ad24 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 532ef4dab79..f10f217aee1 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 51ea5de6e88..1fce4b7e04f 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 1f08117354b..f5e91b893d0 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 e0ab0ea46b4..ff54eba43df 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 40bf491ebce..46ab876d267 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 feb87c36acc..e4e4334dc04 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 2cfe8f3b557..d46d22876f4 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 acd366e8b46..1e369c83e5a 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 5743a4e84c2..536cd7f542a 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 acb6d950313..ed999083cec 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 1a714f3d1c4..23aa5f2f97f 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 90ccc6c7971..de43e3c4fdc 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>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 7132d9c1d2a..0e15aff171a 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2cedd435643..9fabf5b9078 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 e9028e1bb56..9c32ddccdd2 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><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 8a0b64c6830..fe633e2d378 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 7738594ff1d..6838a09663d 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 174f11fde34..17a3c7cff55 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 5539f2d0e59..82994d02566 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 bd05e3ab061..0f9bf144514 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 39647980109..b93f7bdef87 100644
--- a/website/generated-content/get-started/quickstart-py/index.html
+++ b/website/generated-content/get-started/quickstart-py/index.html
@@ -54,7 +54,7 @@ python -m apache_beam.examples.wordcount --input gs://dataflow-samples/shakespea
output path. For example, if you specify <code>/dir1/counts</code> for the <code>--output</code>
parameter, the pipeline writes the files to <code>/dir1/</code> and names the files
sequentially in the format <code>counts-0000-of-0001</code>.</p><h2 id=next-steps>Next Steps</h2><ul><li>Learn more about the <a href=/documentation/sdks/python/>Beam SDK for Python</a>
-and look through the <a href=https://beam.apache.org/releases/pydoc>Python SDK API reference</a>.</li><li>Get <a href=/get-started/an-interactive-overview-of-beam>An Interactive Overview of Beam</a></li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href [...]
+and look through the <a href=https://beam.apache.org/releases/pydoc>Python SDK API reference</a>.</li><li>Get <a href=/get-started/an-interactive-overview-of-beam>An Interactive Overview of Beam</a></li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/go/index.html b/website/generated-content/get-started/quickstart/go/index.html
index 3390b30684b..a91e43ed4ad 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 6dbf11656a1..11e996fd422 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 8d6318fa467..90af601a3ef 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 4cbabee3092..06bb6a99d71 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 a2a0247e398..33e276d126b 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 4c182c3f21d..fcd4f038740 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 2026/07/21</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 2026/07/22</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 83a560aa191..3237ccf9b9f 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 12d568a6f77..2b926e2f189 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 daa29f1f869..61511214d77 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 e3ffdd1dd3a..5ad8528c0c5 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 5351747c26b..632bc77a07c 100644
--- a/website/generated-content/performance/bigquery/index.html
+++ b/website/generated-content/performance/bigquery/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-BigQuery. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigquery>What is the estimated cost to read from BigQuery?</h3><div><h4>Runtime and Estimated Cost by Test Name</h4><div class=performance><img src=/images/performance/looks/30/nwQxvsnQFdBPTk27pZYxjcGNm2rRfNJk.png alt="Runtime and Estimated Cost by Test Name" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
+BigQuery. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigquery>What is the estimated cost to read from BigQuery?</h3><div><h4>Runtime and Estimated Cost by Test Name</h4><div class=performance><img src=/images/performance/looks/30/nwQxvsnQFdBPTk27pZYxjcGNm2rRfNJk.png alt="Runtime and Estimated Cost by Test Name" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/bigtable/index.html b/website/generated-content/performance/bigtable/index.html
index bc71fb4f871..079e1139952 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 7cf44a9a813..8c8d539b76f 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 c1db4469731..edb2b08b956 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 6a397b9e4e1..e684a0341f9 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 e7d0c8701ad..97bc56cd61e 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 5a069b9b069..c1e5c385269 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 0b79924727f..e00a18491ad 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 a8ddcdccd07..f308f831e2e 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 3aa8db764cc..51f9733028a 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 4b9ba7d1457..e18706b69f5 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 9ed3d3a86ef..83256016223 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 889e1d31c2b..ef4fe4761a9 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 c4fe3951483..27b1a567dbc 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 6ad242a51cb..80eeee2066d 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 0190b4dd946..3963255c46a 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 1f979b55ade..b0cd5b80812 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 f7705123b6c..fe2601ed756 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 4e27f1082e8..aaaf82e744f 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 db5ffccbe28..537e0cb0787 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 b87bcf082df..5a3248dedd0 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchimagenetrightfitoncegpu/index.html b/website/generated-content/performance/pytorchimagenetrightfitoncegpu/index.html
index 97b45504e37..aeb53003d25 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 02b16264898..f17ca6a46cc 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 a5280528fe9..e133cd22b89 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchimageobjectdetectionstreamingcpu/index.html b/website/generated-content/performance/pytorchimageobjectdetectionstreamingcpu/index.html
index 35d11f3abf6..c0b102774a0 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 b8afd35dd38..d5ed9ebb928 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 8986428a2df..3e7bfc1a2e9 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 1cb880b2bba..594c9d26cea 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 719c0319d48..02f985d4d26 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 c7978cf9772..53d4fe0739d 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 f91b5698951..5bf6883b6f6 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 41493c49ea6..5468dedd459 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 6bb13217724..bd2bbf490ee 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 d4090b82b45..4eca3e5aff5 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 631e4f8eb5a..aca026a8024 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 04402d05ac6..8e22a6e0cb3 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 3e2b46d1b34..54c6e69a01a 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 ffd52085f2f..eb01cbfe864 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 738e0353d6e..5f666a93ed4 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/euphoria/index.html b/website/generated-content/roadmap/euphoria/index.html
index 6db20bb9659..5c94ed92569 100644
--- a/website/generated-content/roadmap/euphoria/index.html
+++ b/website/generated-content/roadmap/euphoria/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 feefc627b5d..18b59c5e5f8 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/go-sdk/index.html b/website/generated-content/roadmap/go-sdk/index.html
index 1ad41a3577e..e0a612f9fc2 100644
--- a/website/generated-content/roadmap/go-sdk/index.html
+++ b/website/generated-content/roadmap/go-sdk/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 a898f61cabd..2fbc8e549e0 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that 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 b7723020995..cc800da432a 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 f10f6fdf002..a6199501116 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 0670c43971a..68b4d30b3b2 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 70d7b94d1ef..f4a38943711 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/python-sdk/index.html b/website/generated-content/roadmap/python-sdk/index.html
index 9359fd89ab7..c3f65d5020c 100644
--- a/website/generated-content/roadmap/python-sdk/index.html
+++ b/website/generated-content/roadmap/python-sdk/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 06da029dce6..3eed8fb9347 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/spark-runner/index.html b/website/generated-content/roadmap/spark-runner/index.html
index 783bc168b44..1f3750f6c9d 100644
--- a/website/generated-content/roadmap/spark-runner/index.html
+++ b/website/generated-content/roadmap/spark-runner/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 3e5773bba8e..49ad6fd0ee2 100644
--- a/website/generated-content/roadmap/sql/index.html
+++ b/website/generated-content/roadmap/sql/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
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diff --git a/website/generated-content/roadmap/twister2-runner/index.html b/website/generated-content/roadmap/twister2-runner/index.html
index b2ed4f8a637..5410ce4dde3 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 a0f7c2fdbfe..f2631d51d86 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 2026/07/21</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 2026/07/22</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 48d9f5becf6..7f0dace99e7 100644
--- a/website/generated-content/sitemap.xml
+++ b/website/generated-content/sitemap.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/blog/beam-2.75.0/</loc><lastmod>2026-07-21T13:34:07-04:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-07-21T13:34:07-04:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-07-21T13:34:07-04:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-07-21T13:34:07-04:00</lastmod></url><url><loc>/catego [...]
\ 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-2.75.0/</loc><lastmod>2026-07-22T01:36:50+05:30</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-07-22T01:36:50+05:30</lastmod></url><url><loc>/blog/</loc><lastmod>2026-07-22T01:36:50+05:30</lastmod></url><url><loc>/categories/</loc><lastmod>2026-07-22T01:36:50+05:30</lastmod></url><url><loc>/catego [...]
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