You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@beam.apache.org by gi...@apache.org on 2026/03/11 17:56:20 UTC
(beam) branch asf-site updated: Publishing website 2026/03/11 17:56:11 at commit 9d73d76
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/beam.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 6c8c7c92d9b Publishing website 2026/03/11 17:56:11 at commit 9d73d76
6c8c7c92d9b is described below
commit 6c8c7c92d9b6f6ea39252ff518cad77ca5971c35
Author: runner <ru...@main-runner-vplcm-vwhbq>
AuthorDate: Wed Mar 11 17:56:12 2026 +0000
Publishing website 2026/03/11 17:56:11 at commit 9d73d76
---
website/generated-content/about/index.html | 2 +-
website/generated-content/contribute/attributes/index.html | 2 +-
website/generated-content/contribute/become-a-committer/index.html | 2 +-
website/generated-content/contribute/dependencies/index.html | 2 +-
website/generated-content/contribute/design-documents/index.html | 2 +-
website/generated-content/contribute/get-help/index.html | 2 +-
.../generated-content/contribute/get-started-contributing/index.html | 2 +-
website/generated-content/contribute/index.html | 2 +-
website/generated-content/contribute/issue-priorities/index.html | 2 +-
website/generated-content/contribute/postcommits-guides/index.html | 2 +-
.../contribute/postcommits-policies-details/index.html | 2 +-
website/generated-content/contribute/postcommits-policies/index.html | 2 +-
website/generated-content/contribute/precommit-policies/index.html | 2 +-
website/generated-content/contribute/precommit-triage-guide/index.html | 2 +-
website/generated-content/contribute/ptransform-style-guide/index.html | 2 +-
website/generated-content/contribute/release-blocking/index.html | 2 +-
website/generated-content/contribute/runner-guide/index.html | 2 +-
website/generated-content/contribute/team/index.html | 2 +-
website/generated-content/contribute/testing/index.html | 2 +-
website/generated-content/documentation/basics/index.html | 2 +-
website/generated-content/documentation/glossary/index.html | 2 +-
website/generated-content/documentation/index.html | 2 +-
website/generated-content/documentation/io/built-in/cdap/index.html | 2 +-
.../documentation/io/built-in/google-bigquery/index.html | 2 +-
website/generated-content/documentation/io/built-in/hadoop/index.html | 2 +-
website/generated-content/documentation/io/built-in/hcatalog/index.html | 2 +-
website/generated-content/documentation/io/built-in/parquet/index.html | 2 +-
.../generated-content/documentation/io/built-in/singlestore/index.html | 2 +-
.../generated-content/documentation/io/built-in/snowflake/index.html | 2 +-
.../documentation/io/built-in/sparkreceiver/index.html | 2 +-
website/generated-content/documentation/io/built-in/webapis/index.html | 2 +-
website/generated-content/documentation/io/connectors/index.html | 2 +-
.../generated-content/documentation/io/developing-io-java/index.html | 2 +-
.../documentation/io/developing-io-overview/index.html | 2 +-
.../generated-content/documentation/io/developing-io-python/index.html | 2 +-
website/generated-content/documentation/io/io-standards/index.html | 2 +-
website/generated-content/documentation/io/managed-io/index.html | 2 +-
website/generated-content/documentation/io/testing/index.html | 2 +-
website/generated-content/documentation/ml/about-ml/index.html | 2 +-
website/generated-content/documentation/ml/anomaly-detection/index.html | 2 +-
website/generated-content/documentation/ml/data-processing/index.html | 2 +-
.../generated-content/documentation/ml/inference-overview/index.html | 2 +-
.../documentation/ml/large-language-modeling/index.html | 2 +-
.../generated-content/documentation/ml/ml-dependency-extras/index.html | 2 +-
website/generated-content/documentation/ml/model-evaluation/index.html | 2 +-
.../documentation/ml/multi-language-inference/index.html | 2 +-
.../generated-content/documentation/ml/multi-model-pipelines/index.html | 2 +-
website/generated-content/documentation/ml/online-clustering/index.html | 2 +-
website/generated-content/documentation/ml/orchestration/index.html | 2 +-
website/generated-content/documentation/ml/overview/index.html | 2 +-
.../generated-content/documentation/ml/per-entity-training/index.html | 2 +-
website/generated-content/documentation/ml/preprocess-data/index.html | 2 +-
.../generated-content/documentation/ml/runinference-metrics/index.html | 2 +-
.../generated-content/documentation/ml/side-input-updates/index.html | 2 +-
.../generated-content/documentation/ml/tensorrt-runinference/index.html | 2 +-
website/generated-content/documentation/patterns/ai-platform/index.html | 2 +-
.../generated-content/documentation/patterns/batch-elements/index.html | 2 +-
website/generated-content/documentation/patterns/bigqueryio/index.html | 2 +-
website/generated-content/documentation/patterns/bqml/index.html | 2 +-
website/generated-content/documentation/patterns/custom-io/index.html | 2 +-
.../generated-content/documentation/patterns/custom-windows/index.html | 2 +-
.../generated-content/documentation/patterns/file-processing/index.html | 2 +-
.../grouping-elements-for-efficient-external-service-calls/index.html | 2 +-
website/generated-content/documentation/patterns/overview/index.html | 2 +-
.../documentation/patterns/pipeline-options/index.html | 2 +-
website/generated-content/documentation/patterns/schema/index.html | 2 +-
.../generated-content/documentation/patterns/shared-class/index.html | 2 +-
website/generated-content/documentation/patterns/side-inputs/index.html | 2 +-
.../documentation/pipelines/create-your-pipeline/index.html | 2 +-
.../documentation/pipelines/design-your-pipeline/index.html | 2 +-
.../documentation/pipelines/test-your-pipeline/index.html | 2 +-
website/generated-content/documentation/programming-guide/index.html | 2 +-
.../index.html | 2 +-
.../capability-matrix/bounded-splittable-dofn-support-status/index.html | 2 +-
.../runners/capability-matrix/how-do-refinements-relate/index.html | 2 +-
.../documentation/runners/capability-matrix/index.html | 2 +-
.../unbounded-splittable-dofn-support-status/index.html | 2 +-
.../runners/capability-matrix/what-is-being-computed/index.html | 2 +-
.../runners/capability-matrix/when-in-processing-time/index.html | 2 +-
.../runners/capability-matrix/where-in-event-time/index.html | 2 +-
website/generated-content/documentation/runners/dataflow/index.html | 2 +-
website/generated-content/documentation/runners/direct/index.html | 2 +-
website/generated-content/documentation/runners/flink/index.html | 2 +-
website/generated-content/documentation/runners/jet/index.html | 2 +-
website/generated-content/documentation/runners/nemo/index.html | 2 +-
website/generated-content/documentation/runners/prism/index.html | 2 +-
website/generated-content/documentation/runners/samza/index.html | 2 +-
website/generated-content/documentation/runners/spark/index.html | 2 +-
website/generated-content/documentation/runners/twister2/index.html | 2 +-
website/generated-content/documentation/runtime/environments/index.html | 2 +-
website/generated-content/documentation/runtime/model/index.html | 2 +-
.../generated-content/documentation/runtime/resource-hints/index.html | 2 +-
.../documentation/runtime/sdk-harness-config/index.html | 2 +-
.../documentation/sdks/python-sdk-image-build/index.html | 2 +-
.../transforms/java/aggregation/approximatequantiles/index.html | 2 +-
.../transforms/java/aggregation/approximateunique/index.html | 2 +-
.../documentation/transforms/java/aggregation/cogroupbykey/index.html | 2 +-
.../documentation/transforms/java/aggregation/combine/index.html | 2 +-
.../transforms/java/aggregation/combinewithcontext/index.html | 2 +-
.../documentation/transforms/java/aggregation/count/index.html | 2 +-
.../documentation/transforms/java/aggregation/distinct/index.html | 2 +-
.../documentation/transforms/java/aggregation/groupbykey/index.html | 2 +-
.../transforms/java/aggregation/groupintobatches/index.html | 2 +-
.../documentation/transforms/java/aggregation/hllcount/index.html | 2 +-
.../documentation/transforms/java/aggregation/latest/index.html | 2 +-
.../documentation/transforms/java/aggregation/max/index.html | 2 +-
.../documentation/transforms/java/aggregation/mean/index.html | 2 +-
.../documentation/transforms/java/aggregation/min/index.html | 2 +-
.../documentation/transforms/java/aggregation/sample/index.html | 2 +-
.../documentation/transforms/java/aggregation/sum/index.html | 2 +-
.../documentation/transforms/java/aggregation/top/index.html | 2 +-
.../documentation/transforms/java/elementwise/filter/index.html | 2 +-
.../transforms/java/elementwise/flatmapelements/index.html | 2 +-
.../documentation/transforms/java/elementwise/keys/index.html | 2 +-
.../documentation/transforms/java/elementwise/kvswap/index.html | 2 +-
.../documentation/transforms/java/elementwise/mapelements/index.html | 2 +-
.../documentation/transforms/java/elementwise/pardo/index.html | 2 +-
.../documentation/transforms/java/elementwise/partition/index.html | 2 +-
.../documentation/transforms/java/elementwise/regex/index.html | 2 +-
.../documentation/transforms/java/elementwise/reify/index.html | 2 +-
.../documentation/transforms/java/elementwise/tostring/index.html | 2 +-
.../documentation/transforms/java/elementwise/values/index.html | 2 +-
.../documentation/transforms/java/elementwise/withkeys/index.html | 2 +-
.../documentation/transforms/java/elementwise/withtimestamps/index.html | 2 +-
.../documentation/transforms/java/other/create/index.html | 2 +-
.../documentation/transforms/java/other/flatten/index.html | 2 +-
.../documentation/transforms/java/other/flattenwith/index.html | 2 +-
.../documentation/transforms/java/other/passert/index.html | 2 +-
.../documentation/transforms/java/other/tee/index.html | 2 +-
.../documentation/transforms/java/other/view/index.html | 2 +-
.../documentation/transforms/java/other/wait/index.html | 2 +-
.../documentation/transforms/java/other/window/index.html | 2 +-
.../generated-content/documentation/transforms/java/overview/index.html | 2 +-
.../transforms/python/aggregation/approximatequantiles/index.html | 2 +-
.../transforms/python/aggregation/approximateunique/index.html | 2 +-
.../transforms/python/aggregation/batchelements/index.html | 2 +-
.../documentation/transforms/python/aggregation/cogroupbykey/index.html | 2 +-
.../transforms/python/aggregation/combineglobally/index.html | 2 +-
.../transforms/python/aggregation/combineperkey/index.html | 2 +-
.../transforms/python/aggregation/combinevalues/index.html | 2 +-
.../transforms/python/aggregation/combinewithcontext/index.html | 2 +-
.../documentation/transforms/python/aggregation/count/index.html | 2 +-
.../documentation/transforms/python/aggregation/distinct/index.html | 2 +-
.../documentation/transforms/python/aggregation/groupby/index.html | 2 +-
.../documentation/transforms/python/aggregation/groupbykey/index.html | 2 +-
.../transforms/python/aggregation/groupintobatches/index.html | 2 +-
.../documentation/transforms/python/aggregation/latest/index.html | 2 +-
.../documentation/transforms/python/aggregation/max/index.html | 2 +-
.../documentation/transforms/python/aggregation/mean/index.html | 2 +-
.../documentation/transforms/python/aggregation/min/index.html | 2 +-
.../documentation/transforms/python/aggregation/sample/index.html | 2 +-
.../documentation/transforms/python/aggregation/sum/index.html | 2 +-
.../documentation/transforms/python/aggregation/tolist/index.html | 2 +-
.../documentation/transforms/python/aggregation/top/index.html | 2 +-
.../transforms/python/elementwise/enrichment-bigtable/index.html | 2 +-
.../transforms/python/elementwise/enrichment-cloudsql/index.html | 2 +-
.../transforms/python/elementwise/enrichment-milvus/index.html | 2 +-
.../transforms/python/elementwise/enrichment-vertexai/index.html | 2 +-
.../documentation/transforms/python/elementwise/enrichment/index.html | 2 +-
.../documentation/transforms/python/elementwise/filter/index.html | 2 +-
.../documentation/transforms/python/elementwise/flatmap/index.html | 2 +-
.../documentation/transforms/python/elementwise/keys/index.html | 2 +-
.../documentation/transforms/python/elementwise/kvswap/index.html | 2 +-
.../documentation/transforms/python/elementwise/map/index.html | 2 +-
.../documentation/transforms/python/elementwise/mltransform/index.html | 2 +-
.../documentation/transforms/python/elementwise/pardo/index.html | 2 +-
.../documentation/transforms/python/elementwise/partition/index.html | 2 +-
.../documentation/transforms/python/elementwise/regex/index.html | 2 +-
.../documentation/transforms/python/elementwise/reify/index.html | 2 +-
.../transforms/python/elementwise/runinference-pytorch/index.html | 2 +-
.../transforms/python/elementwise/runinference-sklearn/index.html | 2 +-
.../documentation/transforms/python/elementwise/runinference/index.html | 2 +-
.../documentation/transforms/python/elementwise/tostring/index.html | 2 +-
.../documentation/transforms/python/elementwise/values/index.html | 2 +-
.../documentation/transforms/python/elementwise/withkeys/index.html | 2 +-
.../transforms/python/elementwise/withtimestamps/index.html | 2 +-
.../documentation/transforms/python/other/create/index.html | 2 +-
.../documentation/transforms/python/other/flatten/index.html | 2 +-
.../documentation/transforms/python/other/flattenwith/index.html | 2 +-
.../documentation/transforms/python/other/passert/index.html | 2 +-
.../documentation/transforms/python/other/reshuffle/index.html | 2 +-
.../documentation/transforms/python/other/tee/index.html | 2 +-
.../documentation/transforms/python/other/view/index.html | 2 +-
.../documentation/transforms/python/other/waiton/index.html | 2 +-
.../documentation/transforms/python/other/windowinto/index.html | 2 +-
.../documentation/transforms/python/overview/index.html | 2 +-
.../get-started/an-interactive-overview-of-beam/index.html | 2 +-
website/generated-content/get-started/beam-overview/index.html | 2 +-
website/generated-content/get-started/downloads/index.html | 2 +-
website/generated-content/get-started/from-spark/index.html | 2 +-
website/generated-content/get-started/index.html | 2 +-
website/generated-content/get-started/mobile-gaming-example/index.html | 2 +-
website/generated-content/get-started/quickstart-go/index.html | 2 +-
website/generated-content/get-started/quickstart-java/index.html | 2 +-
website/generated-content/get-started/quickstart-py/index.html | 2 +-
website/generated-content/get-started/quickstart/go/index.html | 2 +-
website/generated-content/get-started/quickstart/java/index.html | 2 +-
website/generated-content/get-started/quickstart/python/index.html | 2 +-
website/generated-content/get-started/quickstart/typescript/index.html | 2 +-
.../get-started/resources/learning-resources/index.html | 2 +-
.../get-started/resources/videos-and-podcasts/index.html | 2 +-
website/generated-content/get-started/tour-of-beam/index.html | 2 +-
website/generated-content/get-started/try-apache-beam/index.html | 2 +-
website/generated-content/get-started/try-beam-playground/index.html | 2 +-
website/generated-content/get-started/wordcount-example/index.html | 2 +-
website/generated-content/performance/bigquery/index.html | 2 +-
website/generated-content/performance/bigtable/index.html | 2 +-
website/generated-content/performance/glossary/index.html | 2 +-
website/generated-content/performance/index.html | 2 +-
website/generated-content/performance/pytorchbertbase/index.html | 2 +-
website/generated-content/performance/pytorchbertlarge/index.html | 2 +-
.../generated-content/performance/pytorchbertsentimentbatch/index.html | 2 +-
.../performance/pytorchbertsentimentstreaming/index.html | 2 +-
website/generated-content/performance/pytorchresnet101/index.html | 2 +-
website/generated-content/performance/pytorchresnet152/index.html | 2 +-
website/generated-content/performance/pytorchresnet152tesla/index.html | 2 +-
website/generated-content/performance/tensorflowmnist/index.html | 2 +-
website/generated-content/performance/textio/index.html | 2 +-
website/generated-content/performance/vllmgemmabatchtesla/index.html | 2 +-
website/generated-content/roadmap/connectors-go-sdk/index.html | 2 +-
website/generated-content/roadmap/connectors-java-sdk/index.html | 2 +-
website/generated-content/roadmap/connectors-multi-sdk/index.html | 2 +-
website/generated-content/roadmap/connectors-python-sdk/index.html | 2 +-
website/generated-content/roadmap/dataflow-runner/index.html | 2 +-
website/generated-content/roadmap/euphoria/index.html | 2 +-
website/generated-content/roadmap/flink-runner/index.html | 2 +-
website/generated-content/roadmap/go-sdk/index.html | 2 +-
website/generated-content/roadmap/index.html | 2 +-
website/generated-content/roadmap/java-sdk/index.html | 2 +-
website/generated-content/roadmap/nemo-runner/index.html | 2 +-
website/generated-content/roadmap/portability/index.html | 2 +-
website/generated-content/roadmap/prism-runner/index.html | 2 +-
website/generated-content/roadmap/python-sdk/index.html | 2 +-
website/generated-content/roadmap/samza-runner/index.html | 2 +-
website/generated-content/roadmap/spark-runner/index.html | 2 +-
website/generated-content/roadmap/sql/index.html | 2 +-
website/generated-content/roadmap/twister2-runner/index.html | 2 +-
website/generated-content/security/index.html | 2 +-
website/generated-content/sitemap.xml | 2 +-
239 files changed, 239 insertions(+), 239 deletions(-)
diff --git a/website/generated-content/about/index.html b/website/generated-content/about/index.html
index 4aa1f36d894..47cc467742c 100644
--- a/website/generated-content/about/index.html
+++ b/website/generated-content/about/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<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(" [...]
-<img class=about-graph-img-mobile src=/images/batch_stream_processing_mobile.png alt="Batch and Stream Processing"></div><br><br><p>Apache Beam is the future of data processing because it provides:<br><br></p><div class="icon-list list--about"><div class=list-item><div class="list-item-icon list-item-icon--about"><svg width="96" height="96" viewBox="0 0 96 96" fill="none" xmlns="http://www.w3.org/2000/svg"><rect width="96" height="96" rx="8" fill="#f8f8f8"/><g clip-path="url(#clip0_1889_ [...]
+<img class=about-graph-img-mobile src=/images/batch_stream_processing_mobile.png alt="Batch and Stream Processing"></div><br><br><p>Apache Beam is the future of data processing because it provides:<br><br></p><div class="icon-list list--about"><div class=list-item><div class="list-item-icon list-item-icon--about"><svg width="96" height="96" viewBox="0 0 96 96" fill="none" xmlns="http://www.w3.org/2000/svg"><rect width="96" height="96" rx="8" fill="#f8f8f8"/><g clip-path="url(#clip0_1889_ [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/attributes/index.html b/website/generated-content/contribute/attributes/index.html
index c4d0900c900..fc3a958cfc8 100644
--- a/website/generated-content/contribute/attributes/index.html
+++ b/website/generated-content/contribute/attributes/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<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(" [...]
-and encouraged for all community members.</p><figure><img src=/images/community/messages-icon.svg></figure><h2 id=knows-upholds-and-reinforces-the-apache-software-foundation-code-of-conduct>Knows, upholds, and reinforces the Apache Software Foundation code of conduct</h2><p>In particular, a Beam committer strives to:</p><ul><li>Be open</li><li>Be empathetic</li><li>Be welcoming</li><li>Be friendly</li><li>Be patient</li><li>Be collaborative</li><li>Be inquisitive</li><li>Be careful in th [...]
+and encouraged for all community members.</p><figure><img src=/images/community/messages-icon.svg></figure><h2 id=knows-upholds-and-reinforces-the-apache-software-foundation-code-of-conduct>Knows, upholds, and reinforces the Apache Software Foundation code of conduct</h2><p>In particular, a Beam committer strives to:</p><ul><li>Be open</li><li>Be empathetic</li><li>Be welcoming</li><li>Be friendly</li><li>Be patient</li><li>Be collaborative</li><li>Be inquisitive</li><li>Be careful in th [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/become-a-committer/index.html b/website/generated-content/contribute/become-a-committer/index.html
index 86c19141c20..3b9f5fcb6a5 100644
--- a/website/generated-content/contribute/become-a-committer/index.html
+++ b/website/generated-content/contribute/become-a-committer/index.html
@@ -44,7 +44,7 @@ We use data from as many sources as possible to inform our reasoning and
evaluate potential committers against the expectations above. Here are some
examples:</p><ul><li><a href=https://lists.apache.org/list.html?dev@beam.apache.org>dev@ archives</a></li><li><a href=https://lists.apache.org/list.html?user@beam.apache.org>user@ archives</a></li><li><a href=https://stackoverflow.com/questions/tagged/apache-beam><code>apache-beam</code> StackOverflow tag</a></li><li>Git metrics for <a href=https://github.com/apache/beam/graphs/contributors>Beam</a></li><li>Code reviews given and received on
<a href=https://github.com/apache/beam/pulls>Beam</a></li><li>Clear areas of ownership (a runner, a DSL, IO connector, documentation,
-etc.)</li><li>Public events</li><li>Firsthand PMC testimonials</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a> [...]
+etc.)</li><li>Public events</li><li>Firsthand PMC testimonials</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/dependencies/index.html b/website/generated-content/contribute/dependencies/index.html
index 69dcebbe470..0f9d3d1ad17 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/design-documents/index.html b/website/generated-content/contribute/design-documents/index.html
index 27431ba991b..e11c22fe806 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/get-help/index.html b/website/generated-content/contribute/get-help/index.html
index b4285161e49..73dc5ca8fa9 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/get-started-contributing/index.html b/website/generated-content/contribute/get-started-contributing/index.html
index 3d1cd6544b3..af25a78236e 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/index.html b/website/generated-content/contribute/index.html
index b393e0f4a5a..db8554f97b6 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/issue-priorities/index.html b/website/generated-content/contribute/issue-priorities/index.html
index 560a992af4f..f308f718b69 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhP [...]
+can be referenced by a pull request and shows up in release notes.</p><p><em>Example P4 issues</em></p><ul><li>spelling errors in comments or code</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/postcommits-guides/index.html b/website/generated-content/contribute/postcommits-guides/index.html
index 5b056bb2659..3f179a2fdc6 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=foot [...]
+test.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/postcommits-policies-details/index.html b/website/generated-content/contribute/postcommits-policies-details/index.html
index 4d47195909d..a25abf6bc91 100644
--- a/website/generated-content/contribute/postcommits-policies-details/index.html
+++ b/website/generated-content/contribute/postcommits-policies-details/index.html
@@ -68,7 +68,7 @@ the first thing is to create a GitHub Issue that addresses
the following three questions:</p><ol><li>Descriptions on what the issue is.</li><li>Does a revert fix it? (Or it is supposed to be fixed differently)</li><li>Is a revert the best way to fix it?</li></ol><p>It is encouraged to bring the discussion to the dev mailing list as well.
Ideally, after the incident, we prefer to have discussions regarding
whether we should extend tests in Beam repository, with the goal of
-catching similar issues early in the future.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></d [...]
+catching similar issues early in the future.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 24b3da92a58..55403c8181d 100644
--- a/website/generated-content/contribute/postcommits-policies/index.html
+++ b/website/generated-content/contribute/postcommits-policies/index.html
@@ -54,7 +54,7 @@ Remember that
<a href=/contribute/postcommits-policies-details/index.html#flake_is_failing>a flaky test is a critical bug</a>. Other
bad tests are similar: they may fail for arbitrary reasons having nothing
to do with what is being tested, making our signal unreliable.</li><li>Mark the problematic test to be skipped, with a link to the GitHub issue.</li></ol><h2 id=useful-links>Useful links</h2><ul><li><a href=https://cwiki.apache.org/confluence/display/BEAM/Contribution+Testing+Guide#ContributionTestingGuide-Bestpracticesforwritingtests>Best practices for writing tests</a></li></ul><h2 id=references>References</h2><ol><li><a href=https://lists.apache.org/thread.html/3bb4aa777751da2e2d7e226 [...]
-mailing list proposal thread.</li></ol><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foote [...]
+mailing list proposal thread.</li></ol><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 5d70f06cd80..2ad3857822d 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+issue to re-enable it).</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/precommit-triage-guide/index.html b/website/generated-content/contribute/precommit-triage-guide/index.html
index ef16e979854..cb9b80a97f5 100644
--- a/website/generated-content/contribute/precommit-triage-guide/index.html
+++ b/website/generated-content/contribute/precommit-triage-guide/index.html
@@ -65,7 +65,7 @@ time waiting (such as an integration test) could be made to run concurrently wit
the other tests.</p><p>If a test is determined to be too slow to be part of pre-commit tests, it should
be removed from pre-commit and placed in post-commit instead. In addition,
ensure that the code covered by the removed test is <a href=/contribute/postcommits-policies-details/#precommit_for_postcommit>covered by a unit test in
-pre-commit</a>.</p><h3 id=slow-integration-tests>Slow integration tests</h3><p>Integration test slowdowns may be caused by dependent services.</p><h2 id=references>References</h2><ul><li><a href="https://docs.google.com/document/d/1udtvggmS2LTMmdwjEtZCcUQy6aQAiYTI3OrTP8CLfJM/edit?usp=sharing">Beam Fast Precommits design doc</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all [...]
+pre-commit</a>.</p><h3 id=slow-integration-tests>Slow integration tests</h3><p>Integration test slowdowns may be caused by dependent services.</p><h2 id=references>References</h2><ul><li><a href="https://docs.google.com/document/d/1udtvggmS2LTMmdwjEtZCcUQy6aQAiYTI3OrTP8CLfJM/edit?usp=sharing">Beam Fast Precommits design doc</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/ptransform-style-guide/index.html b/website/generated-content/contribute/ptransform-style-guide/index.html
index be3421ecf16..011e917ff63 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 b66021abaf5..f5d87a58b3d 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div>< [...]
+release in order to include the feature.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 4f27705caaa..d96a93da364 100644
--- a/website/generated-content/contribute/runner-guide/index.html
+++ b/website/generated-content/contribute/runner-guide/index.html
@@ -428,7 +428,7 @@ and may have various representations. This is invoked after a pipeline
is submitted, but before it is executed. The SDK submitting a pipeline acts
as an artifact server to the runner receiving the request, and in turn the
runner then acts as an artifact server to the workers (environments) hosting
-the users UDFs.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div [...]
+the users UDFs.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 fe6cc1580fc..e98c5f0fbf4 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/contribute/testing/index.html b/website/generated-content/contribute/testing/index.html
index 4b5e7c92733..95e71295b95 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/basics/index.html b/website/generated-content/documentation/basics/index.html
index 1bb8587bbe3..8d2d1da42ce 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class= [...]
+catalogs.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/glossary/index.html b/website/generated-content/documentation/glossary/index.html
index d3fae5a614a..380a78b3e1f 100644
--- a/website/generated-content/documentation/glossary/index.html
+++ b/website/generated-content/documentation/glossary/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/index.html b/website/generated-content/documentation/index.html
index a79ed60aa8e..46e9b870e20 100644
--- a/website/generated-content/documentation/index.html
+++ b/website/generated-content/documentation/index.html
@@ -58,7 +58,7 @@ information about any initial runner-specific setup as well as any required or
optional <code>PipelineOptions</code> for configuring its execution. You might also want to
refer back to the Quickstart for <a href=/get-started/quickstart-java>Java</a>,
<a href=/get-started/quickstart-py>Python</a> or <a href=/get-started/quickstart-go>Go</a> for
-instructions on executing the sample WordCount pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></d [...]
+instructions on executing the sample WordCount pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 [...]
\ No newline at end of file
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 fc7681a1887..4c0a345eefe 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/google-bigquery/index.html b/website/generated-content/documentation/io/built-in/google-bigquery/index.html
index 4e27149f73e..03428020a12 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
+memory, and writes the results to a BigQuery table.</p></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/hadoop/index.html b/website/generated-content/documentation/io/built-in/hadoop/index.html
index c1ed840dbef..8242b8031d1 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 [...]
\ No newline at end of file
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 4ec30a391d0..60c5c6f5c53 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
+Beam 2.4.0 on Spark 2.3 / YARN in a Cloudera CDH 5.12.2 managed environment.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/parquet/index.html b/website/generated-content/documentation/io/built-in/parquet/index.html
index 4aef4dc015f..bcaaf3fa802 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 2026/03/10</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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/singlestore/index.html b/website/generated-content/documentation/io/built-in/singlestore/index.html
index b46e48aa35a..ae36ebbe201 100644
--- a/website/generated-content/documentation/io/built-in/singlestore/index.html
+++ b/website/generated-content/documentation/io/built-in/singlestore/index.html
@@ -87,7 +87,7 @@ For example:<div class=snippet><div class="notebook-skip code-snippet without_sw
res.add(element.name());
return res;
}
-}</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=f [...]
+}</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=f [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/snowflake/index.html b/website/generated-content/documentation/io/built-in/snowflake/index.html
index ccda4b8ac4d..0f967627ab4 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/sparkreceiver/index.html b/website/generated-content/documentation/io/built-in/sparkreceiver/index.html
index 5e7484f6697..3eaf90a70fa 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 2026/03/10</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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/built-in/webapis/index.html b/website/generated-content/documentation/io/built-in/webapis/index.html
index 1c6816ff922..17c4f8f8500 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 332bf17f206..3e28306942f 100644
--- a/website/generated-content/documentation/io/connectors/index.html
+++ b/website/generated-content/documentation/io/connectors/index.html
@@ -149,7 +149,7 @@ native</td><td>Not available</td><td>Not available</td><td class=present>✔</td
native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=present>✔</td></tr><tr><td><a href=https://github.com/jccatrinck/dataflow-cloud-sql-python>Cloud SQL</a></td><td class=present>✔</td><td class=absent>✘</td><td>Not available</td><td class=present>✔
native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=absent>✘</td></tr><tr><td><a href=https://cloud.google.com/bigtable/docs/hbase-dataflow-java>Cloud Bigtable (HBase based)</a></td><td class=present>✔</td><td class=present>✔</td><td class=present>✔
native</td><td>Not available</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=absent>✘</td></tr><tr><td><a href=https://github.com/beam-pyio>Beam PyIO (Collection of Python IO connectors)</a></td><td class=present>✔</td><td class=present>✔</td><td>Not available</td><td class=present>✔
-native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=present>✔</td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggU [...]
+native</td><td>Not available</td><td>Not available</td><td>Not available</td><td class=present>✔</td><td class=present>✔</td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggU [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/developing-io-java/index.html b/website/generated-content/documentation/io/developing-io-java/index.html
index 682e95951b8..bfd06c95372 100644
--- a/website/generated-content/documentation/io/developing-io-java/index.html
+++ b/website/generated-content/documentation/io/developing-io-java/index.html
@@ -220,7 +220,7 @@ additional functionality without breaking the existing implementation for users.
users would need to add the reshard themselves (using the <code>GroupByKey</code>
transform). To solve this, we recommended that you expose the source as a
composite <code>PTransform</code> that performs both the read operation and the reshard.</p><p>See Beam’s <a href=/contribute/ptransform-style-guide/#exposing-a-ptransform-vs-something-else>PTransform style guide</a>
-for additional information about wrapping with a <code>PTransform</code>.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBAC [...]
+for additional information about wrapping with a <code>PTransform</code>.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 [...]
\ No newline at end of file
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 8f18bb045fb..78cd546110d 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
+implementation guides for more details:</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
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 3efa8d84efb..bf2cb69f343 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/io-standards/index.html b/website/generated-content/documentation/io/io-standards/index.html
index efb81efd576..3e36604cedb 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/managed-io/index.html b/website/generated-content/documentation/io/managed-io/index.html
index a6540c353e8..eed00eacd71 100644
--- a/website/generated-content/documentation/io/managed-io/index.html
+++ b/website/generated-content/documentation/io/managed-io/index.html
@@ -50,7 +50,7 @@ and
SDKs.</p><p>Additionally, some SDKs use the Managed API internally. For example, the Iceberg connector
used in <a href=https://beam.apache.org/releases/yamldoc/current/#writetoiceberg>Beam YAML</a>
and Beam SQL is invoked via the Managed API under the hood.</p><h2 id=available-configurations>Available Configurations</h2><p><i>Note: required configuration fields are <strong>bolded</strong>.</i></p><div class=table-container-wrapper><table class="table table-bordered"><tr><th>Connector Name</th><th>Read Configuration</th><th>Write Configuration</th></tr><tr><td><strong>ICEBERG</strong></td><td><strong>table</strong> (<code style=color:green>str</code>)<br>catalog_name (<code style=co [...]
-For more information on table properties, please visit <a href=https://iceberg.apache.org/docs/latest/configuration/#table-properties>https://iceberg.apache.org/docs/latest/configuration/#table-properties</a>.</td></tr><tr><td>triggering_frequency_seconds</td><td><code style=color:#f54251>int32</code></td><td>For a streaming pipeline, sets the frequency at which snapshots are produced.</td></tr></p></table></div><h3 id=iceberg-read><code>ICEBERG</code> Read</h3><div class=table-container [...]
+For more information on table properties, please visit <a href=https://iceberg.apache.org/docs/latest/configuration/#table-properties>https://iceberg.apache.org/docs/latest/configuration/#table-properties</a>.</td></tr><tr><td>triggering_frequency_seconds</td><td><code style=color:#f54251>int32</code></td><td>For a streaming pipeline, sets the frequency at which snapshots are produced.</td></tr></p></table></div><h3 id=iceberg-read><code>ICEBERG</code> Read</h3><div class=table-container [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/io/testing/index.html b/website/generated-content/documentation/io/testing/index.html
index d6efa510c0b..c74b03ba18c 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/about-ml/index.html b/website/generated-content/documentation/ml/about-ml/index.html
index 1f92acd3099..a2d4b29113b 100644
--- a/website/generated-content/documentation/ml/about-ml/index.html
+++ b/website/generated-content/documentation/ml/about-ml/index.html
@@ -165,7 +165,7 @@ to specify RAM and hardware accelerator requirements:</p><pre tabindex=0><code>w
</code></pre><p>For more information on resource hints, see <a href=/documentation/runtime/resource-hints/>Resource hints</a>.</p><h2 id=model-validation>Model validation</h2><p>Model validation allows you to benchmark your model’s performance against a previously unseen dataset. You can extract chosen metrics, create visualizations, log metadata, and compare the performance of different models with the end goal of validating whether your model is ready to deploy. Beam provides support f [...]
<a href=/documentation/ml/about-ml/#batchelements-ptransform>BatchElements PTransforms</a>. For an example, see our <a href=https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/pytorch_language_modeling.py>language modeling example</a>.</p><h2 id=related-links>Related links</h2><ul><li><a href=/documentation/transforms/python/elementwise/runinference>RunInference transforms</a></li><li><a href=https://github.com/apache/beam/tree/master/sdks/python/apache_ [...]
Pydoc</a></td></table><p><br><br><br></p></a></td><td><a target=_blank class=button href=https://beam.apache.org/releases/javadoc/current/index.html?org/apache/beam/sdk/extensions/python/transforms/RunInference.html><img src=https://beam.apache.org/images/logos/sdks/java.png width=20px height=30px alt=Javadoc>
-Javadoc</a></td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=fo [...]
+Javadoc</a></td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/anomaly-detection/index.html b/website/generated-content/documentation/ml/anomaly-detection/index.html
index b5bb37d7954..6fe06198dda 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/data-processing/index.html b/website/generated-content/documentation/ml/data-processing/index.html
index cf352d60bf3..64f5b6cf0f5 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class= [...]
+</code></pre><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/inference-overview/index.html b/website/generated-content/documentation/ml/inference-overview/index.html
index a1dcc1efd99..c451332384f 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 [...]
\ No newline at end of file
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 0eafbe2c6d6..426b94d91e6 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 [...]
\ No newline at end of file
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 76058896e23..b3e41c17618 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</ [...]
+change between the version Beam tests with and the version you pin to.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/model-evaluation/index.html b/website/generated-content/documentation/ml/model-evaluation/index.html
index 8aad9323c03..4a1e505a62a 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 [...]
\ No newline at end of file
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 15f9faf9f46..b707919256f 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 [...]
\ No newline at end of file
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 c2747060a48..48b2d033838 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=lo [...]
+collocated on the same worker.</p><p>For more information, see <a href=https://beam.apache.org/releases/pydoc/current/apache_beam.ml.inference.base.html#apache_beam.ml.inference.base.KeyedModelHandler><code>KeyedModelHander</code></a>.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/online-clustering/index.html b/website/generated-content/documentation/ml/online-clustering/index.html
index 03744c70fc3..cf7c04b2be4 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/orchestration/index.html b/website/generated-content/documentation/ml/orchestration/index.html
index bd022e2cae2..5d3bcacd21e 100644
--- a/website/generated-content/documentation/ml/orchestration/index.html
+++ b/website/generated-content/documentation/ml/orchestration/index.html
@@ -351,7 +351,7 @@ run_result = client.run_pipeline(
# Save model to fn_args.serving_model_dir.
model.save(fn_args.serving_model_dir)</code></pre></div></div><h4 id=executing-the-pipeline>Executing the pipeline</h4><p>To launch the pipeline, provide two configurations: The orchestrator for the TFX pipeline and the pipeline options to run Apache Beam pipelines. To run the pipeline locally without extra setup dependencies, this example uses the <code>LocalDagRunner</code> for orchestration. The pipeline created can specify Apache Beam’s pipeline options through the <code>beam_pipel [...]
-tfx.orchestration.LocalDagRunner().run(create_pipeline(**vars(args)))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_b [...]
+tfx.orchestration.LocalDagRunner().run(create_pipeline(**vars(args)))</code></pre></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/overview/index.html b/website/generated-content/documentation/ml/overview/index.html
index 0a03e02103b..b4e3734b190 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 [...]
\ No newline at end of file
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 eaea6e435a3..fd7ebec5efe 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything 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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything 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 a0d9687b7af..f43af6572ed 100644
--- a/website/generated-content/documentation/ml/preprocess-data/index.html
+++ b/website/generated-content/documentation/ml/preprocess-data/index.html
@@ -114,7 +114,7 @@ your pipeline:</p><pre tabindex=0><code> import apache_beam as beam
</code></pre><p>Replace the following values:</p><ul><li>TRANSFORM_NAME: The name of the <a href=#transforms>transform</a> to use.</li><li>DATA: The input data to transform.</li><li>TRANSFORM_FUNCTION_NAME: The name that you assign to your transform
function in your code.</li></ul><p>For more examples, see
<a href=/documentation/transforms/python/elementwise/mltransform>MLTransform for data processing</a>
-in the <a href=/documentation/transforms/python/overview/>transform catalog</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND [...]
+in the <a href=/documentation/transforms/python/overview/>transform catalog</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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 843f079f28a..a5411515eca 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 1af586ecd69..6446e491f3c 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/ml/tensorrt-runinference/index.html b/website/generated-content/documentation/ml/tensorrt-runinference/index.html
index 8a62d706d05..9c84422af0f 100644
--- a/website/generated-content/documentation/ml/tensorrt-runinference/index.html
+++ b/website/generated-content/documentation/ml/tensorrt-runinference/index.html
@@ -108,7 +108,7 @@ ENTRYPOINT [ "/opt/apache/beam/boot" ]
--temp_location gs://{GCP_PROJECT}/tmp/ \
--job_name tensorrt-text-classification \
--sdk_container_image="us.gcr.io/{GCP_PROJECT}/{MY_DIR}/tensor_rt"
-</code></pre><h2 id=dataflow-benchmarking>Dataflow Benchmarking</h2><p>We ran experiments in Dataflow using a TensorRT engine and the following configurations: <code>n1-standard-4</code> machine with a disk size of <code>75GB</code>. To mimic data streaming into Dataflow via <code>PubSub</code>, we set the batch size to 1 by setting the min and max batch sizes for <code>ModelHandlers</code> to 1.</p><table><thead><tr><th style=text-align:center></th><th style=text-align:center>Stage with [...]
+</code></pre><h2 id=dataflow-benchmarking>Dataflow Benchmarking</h2><p>We ran experiments in Dataflow using a TensorRT engine and the following configurations: <code>n1-standard-4</code> machine with a disk size of <code>75GB</code>. To mimic data streaming into Dataflow via <code>PubSub</code>, we set the batch size to 1 by setting the min and max batch sizes for <code>ModelHandlers</code> to 1.</p><table><thead><tr><th style=text-align:center></th><th style=text-align:center>Stage with [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/ai-platform/index.html b/website/generated-content/documentation/patterns/ai-platform/index.html
index 0243871b94e..0190f9cb13b 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
+</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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 7c8da3a9d1d..4d1bfe117a0 100644
--- a/website/generated-content/documentation/patterns/batch-elements/index.html
+++ b/website/generated-content/documentation/patterns/batch-elements/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/bigqueryio/index.html b/website/generated-content/documentation/patterns/bigqueryio/index.html
index ae128ab4158..013c38e1ca9 100644
--- a/website/generated-content/documentation/patterns/bigqueryio/index.html
+++ b/website/generated-content/documentation/patterns/bigqueryio/index.html
@@ -102,7 +102,7 @@ If you also set the <code>withExtendedErrorInfo</code> property , you will be ab
</span></span><span class=line><span class=cl> <span class=n>result</span> <span class=o>=</span> <span class=p>(</span>
</span></span><span class=line><span class=cl> <span class=n>errors</span><span class=p>[</span><span class=s1>'FailedRows'</span><span class=p>]</span>
</span></span><span class=line><span class=cl> <span class=o>|</span> <span class=s1>'PrintErrors'</span> <span class=o>>></span>
-</span></span><span class=line><span class=cl> <span class=n>beam</span><span class=o>.</span><span class=n>FlatMap</span><span class=p>(</span><span class=k>lambda</span> <span class=n>err</span><span class=p>:</span> <span class=nb>print</span><span class=p>(</span><span class=s2>"Error Found </span><span class=si>{}</span><span class=s2>"</span><span class=o>.</span><span class=n>format</span><span class=p>(</span><span class=n>err</span><span class=p>))))</span></span></ [...]
+</span></span><span class=line><span class=cl> <span class=n>beam</span><span class=o>.</span><span class=n>FlatMap</span><span class=p>(</span><span class=k>lambda</span> <span class=n>err</span><span class=p>:</span> <span class=nb>print</span><span class=p>(</span><span class=s2>"Error Found </span><span class=si>{}</span><span class=s2>"</span><span class=o>.</span><span class=n>format</span><span class=p>(</span><span class=n>err</span><span class=p>))))</span></span></ [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/bqml/index.html b/website/generated-content/documentation/patterns/bqml/index.html
index 0e8bb3e0c96..255f3df1b87 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/custom-io/index.html b/website/generated-content/documentation/patterns/custom-io/index.html
index f15a0f0bbd7..cc8226aa4ae 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/custom-windows/index.html b/website/generated-content/documentation/patterns/custom-windows/index.html
index bfcba08045d..b22a22bb022 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 2026/03/10</p><h3>Have you found everything you were looking 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 2026/03/11</p><h3>Have you found everything you were looking 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 e6c66d7664a..d50ae9fc37d 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 1f1706772c9..f3b6fcfbd95 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/overview/index.html b/website/generated-content/documentation/patterns/overview/index.html
index e12da1126bb..c8b382d8e99 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/pipeline-options/index.html b/website/generated-content/documentation/patterns/pipeline-options/index.html
index a77a08c4248..f27337a4ea8 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change [...]
+</span></span><span class=line><span class=cl> <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>CombineGlobally</span><span class=p>(</span><span class=nb>sum</span><span class=p>))</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/schema/index.html b/website/generated-content/documentation/patterns/schema/index.html
index 9eff107d952..6b15f3984dd 100644
--- a/website/generated-content/documentation/patterns/schema/index.html
+++ b/website/generated-content/documentation/patterns/schema/index.html
@@ -117,7 +117,7 @@ After the join, we have one collection that contains all the information (email
</span></span></span><span class=line><span class=cl><span class=cm>Name: person2 Email: person2@example.com Phone: 222-333-4444
</span></span></span><span class=line><span class=cl><span class=cm>Name: person3 Email: person3@example.com Phone: 444-333-4444
</span></span></span><span class=line><span class=cl><span class=cm>Name: person1 Email: person1@example.com Phone: 111-222-3333
-</span></span></span><span class=line><span class=cl><span class=cm> */</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewfo [...]
+</span></span></span><span class=line><span class=cl><span class=cm> */</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewfo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/shared-class/index.html b/website/generated-content/documentation/patterns/shared-class/index.html
index 81ee27c42ab..a5fcd925ae0 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you w [...]
+</span></span><span class=line><span class=cl> <span class=k>yield</span> <span class=p>{</span><span class=o>**</span><span class=n>element</span><span class=p>,</span> <span class=o>**</span><span class=n>attr</span><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you w [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/patterns/side-inputs/index.html b/website/generated-content/documentation/patterns/side-inputs/index.html
index b61e3947ae1..866ea27714c 100644
--- a/website/generated-content/documentation/patterns/side-inputs/index.html
+++ b/website/generated-content/documentation/patterns/side-inputs/index.html
@@ -197,7 +197,7 @@ PCollection element.</li><li>Apply the side input.</li></ol><div class='language
</span></span><span class=line><span class=cl><span class=n>result</span> <span class=o>=</span> <span class=p>(</span>
</span></span><span class=line><span class=cl> <span class=n>main_input</span>
</span></span><span class=line><span class=cl> <span class=o>|</span> <span class=s1>'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 2026/03/10</p><h3>Have you found every [...]
+</span></span><span class=line><span class=cl> <span class=n>cross_join</span><span class=p>,</span> <span class=n>rights</span><span class=o>=</span><span class=n>beam</span><span class=o>.</span><span class=n>pvalue</span><span class=o>.</span><span class=n>AsIter</span><span class=p>(</span><span class=n>side_input</span><span class=p>)))</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found every [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/pipelines/create-your-pipeline/index.html b/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
index a680dd7977b..88ecebed4ff 100644
--- a/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
+++ b/website/generated-content/documentation/pipelines/create-your-pipeline/index.html
@@ -44,7 +44,7 @@
</span></span><span class=line><span class=cl>
</span></span><span class=line><span class=cl><span class=n>PCollection</span><span class=o><</span><span class=n>String</span><span class=o>></span> <span class=n>reversedWords</span> <span class=o>=</span> <span class=n>words</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=k>new</span> <span class=n>ReverseWords</span><span class=o>());</span></span></span></code></pre></div></div></div><h2 id=writing-or-outputting-your-final-pipeline-data [...]
</span></span><span class=line><span class=cl>
-</span></span><span class=line><span class=cl><span class=n>filteredWords</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>"WriteMyFile"</span><span class=o>,</span> <span class=n>TextIO</span><span class=o>.</span><span class=na>write</span><span class=o>().</span><span class=na>to</span><span class=o>(</span><span class=s>"gs://some/outputData.txt"</span><span class=o>));</span></span></span></code></pre></div></div></div><h2 id [...]
+</span></span><span class=line><span class=cl><span class=n>filteredWords</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=s>"WriteMyFile"</span><span class=o>,</span> <span class=n>TextIO</span><span class=o>.</span><span class=na>write</span><span class=o>().</span><span class=na>to</span><span class=o>(</span><span class=s>"gs://some/outputData.txt"</span><span class=o>));</span></span></span></code></pre></div></div></div><h2 id [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
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 52092559a72..6674f6bd59b 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 2026/03/10< [...]
+</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 2026/03/11< [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/pipelines/test-your-pipeline/index.html b/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
index fbfa5f33fe6..7758f7115df 100644
--- a/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
+++ b/website/generated-content/documentation/pipelines/test-your-pipeline/index.html
@@ -287,7 +287,7 @@
</span></span></span><span class=line><span class=cl><span class=c1></span> <span class=c1>// the wantCounts data.
</span></span></span><span class=line><span class=cl><span class=c1></span> <span class=nx>passert</span><span class=p>.</span><span class=nf>Equals</span><span class=p>(</span><span class=nx>s</span><span class=p>,</span> <span class=nx>formatted</span><span class=p>,</span> <span class=nx>wantCounts</span><span class=o>...</span><span class=p>)</span>
</span></span><span class=line><span class=cl> <span class=p>})</span>
-</span></span><span class=line><span class=cl><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=hea [...]
+</span></span><span class=line><span class=cl><span class=p>}</span></span></span></code></pre></div></div></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/programming-guide/index.html b/website/generated-content/documentation/programming-guide/index.html
index 9964916499d..e708adc2bff 100644
--- a/website/generated-content/documentation/programming-guide/index.html
+++ b/website/generated-content/documentation/programming-guide/index.html
@@ -6136,7 +6136,7 @@ The main advantage here is that multi-language pipelines will be able to operate
starts the Transform service when a Python runtime isn’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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7 [...]
+<a href=https://cwiki.apache.org/confluence/display/BEAM/Transform+Service#TransformService-TransformsincludedintheTransformservice>Transform service</a> developer guide.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7 [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/capability-matrix/additional-common-features-not-yet-part-of-the-beam-model/index.html b/website/generated-content/documentation/runners/capability-matrix/additional-common-features-not-yet-part-of-the-beam-model/index.html
index 5bdb112dde3..8d2216781fe 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 [...]
\ No newline at end of file
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 fcb1d5d41e3..1dbc588b590 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 [...]
\ No newline at end of file
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 d5672c2984f..0356c13a984 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 82f612645bb..bd1c839eea0 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a hr [...]
+<script>$(".table-headers").scroll(function(){$("#"+this.id+".table-center").scrollLeft($(this).scrollLeft())}),$(".table-center").scroll(function(){$("#"+this.id+".table-headers").scrollLeft($(this).scrollLeft())})</script><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a hr [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/capability-matrix/unbounded-splittable-dofn-support-status/index.html b/website/generated-content/documentation/runners/capability-matrix/unbounded-splittable-dofn-support-status/index.html
index 606aca8b12b..4f829f70c22 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>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col 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/what-is-being-computed/index.html b/website/generated-content/documentation/runners/capability-matrix/what-is-being-computed/index.html
index e754db33917..f8fffbfc150 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 [...]
\ No newline at end of file
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 d52a1582ae7..47d27c8edcc 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 [...]
\ No newline at end of file
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 eb287758b36..b2d4d52fb62 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/dataflow/index.html b/website/generated-content/documentation/runners/dataflow/index.html
index cd90a1f1975..e6ae64be602 100644
--- a/website/generated-content/documentation/runners/dataflow/index.html
+++ b/website/generated-content/documentation/runners/dataflow/index.html
@@ -87,7 +87,7 @@ command).</p></li><li><p>Streaming jobs use a Google Compute Engine <a href=http
of <code>n1-standard-2</code> or higher by default. You must not override this, as
<code>n1-standard-2</code> is the minimum required machine type for running streaming
jobs.</p></li><li><p>Streaming execution <a href=https://cloud.google.com/dataflow/pricing>pricing</a>
-differs from batch execution.</p></li></ol><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
+differs from batch execution.</p></li></ol><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/direct/index.html b/website/generated-content/documentation/runners/direct/index.html
index 01f7bcd2932..d7779dc3779 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/flink/index.html b/website/generated-content/documentation/runners/flink/index.html
index 4ed7fd00635..e48c8dae91e 100644
--- a/website/generated-content/documentation/runners/flink/index.html
+++ b/website/generated-content/documentation/runners/flink/index.html
@@ -134,7 +134,7 @@ The Flink community supports the last two minor versions. When support for a Fli
To find out which version of Flink is compatible with Beam please see the table below:</p><table class="table table-bordered"><tr><th>Flink Version</th><th>Artifact Id</th><th>Supported Beam Versions</th></tr><tr><td>1.19.x</td><td>beam-runners-flink-1.19</td><td>≥ 2.61.0</td></tr><tr><td>1.18.x</td><td>beam-runners-flink-1.18</td><td>≥ 2.57.0</td></tr><tr><td>1.17.x</td><td>beam-runners-flink-1.17</td><td>≥ 2.56.0</td></tr><tr><td>1.16.x</td><td>beam-runners-flink-1.16</td><td> [...]
capabilities of the classic Flink Runner.</p><p>The <a href=https://s.apache.org/apache-beam-portability-support-table>Portable Capability
Matrix</a> documents
-the capabilities of the portable Flink Runner.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div>< [...]
+the capabilities of the portable Flink Runner.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/runners/jet/index.html b/website/generated-content/documentation/runners/jet/index.html
index c5ee89fce82..38eb9466c04 100644
--- a/website/generated-content/documentation/runners/jet/index.html
+++ b/website/generated-content/documentation/runners/jet/index.html
@@ -97,7 +97,7 @@ is any string that is accepted by <code>new java.io.File()</code> as a parameter
then the Runner will be using an external cluster. If greater, then the Runner will be using a cluster started by itself.</td><td><code>0</code></td></tr><tr><td><code>jetDefaultParallelism</code></td><td>Local parallelism of Jet members, the number of processors of each vertex of the DAG that will be created on each
Jet Cluster member.</td><td><code>2</code></td></tr><tr><td><code>jetProcessorsCooperative</code></td><td>Boolean flag specifying if Jet Processors for DoFns are allowed to be cooperative (ie. use green threads instead of
dedicated OS ones). If set to true than all such Processors will be cooperative, except when they have no outputs
-(so they are assumed to be syncs).</td><td><code>false</code></td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND [...]
+(so they are assumed to be syncs).</td><td><code>false</code></td></tr></table></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let 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/runners/nemo/index.html b/website/generated-content/documentation/runners/nemo/index.html
index ff8e68e0ebb..d1f5f474d9e 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTI [...]
+</code></pre><p>Please refer to the <a href=https://github.com/apache/incubator-nemo>Apache Nemo GitHub README</a> for more information.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/prism/index.html b/website/generated-content/documentation/runners/prism/index.html
index cf98f878910..ff182159c9d 100644
--- a/website/generated-content/documentation/runners/prism/index.html
+++ b/website/generated-content/documentation/runners/prism/index.html
@@ -57,7 +57,7 @@ This is recommended if you want to deploy Prism on some other machine.</p><p>Nav
This is recommended if you only want to run Prism on your local machine.</p><p>You can insall Prism with <code>go install</code>:</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-sh data-lang=sh><span class=line><span class=cl>go install github.com/apache/beam/sdks/v2/go/cmd/prism@latest
</span></span><span class=line><span class=cl>prism
</span></span></code></pre></div><p>Or simply build and execute the binary immeadiately using <code>go run</code>:</p><div class=highlight><pre tabindex=0 class=chroma><code class=language-sh data-lang=sh><span class=line><span class=cl>go run github.com/apache/beam/sdks/v2/go/cmd/prism@latest
-</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/samza/index.html b/website/generated-content/documentation/runners/samza/index.html
index 68090566e58..fe584e41c74 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/spark/index.html b/website/generated-content/documentation/runners/spark/index.html
index 51105e53130..9d3865b1455 100644
--- a/website/generated-content/documentation/runners/spark/index.html
+++ b/website/generated-content/documentation/runners/spark/index.html
@@ -179,7 +179,7 @@ Instead, you should use <code>SparkContextOptions</code> which can only be used
volumes:
- name: beam-data
emptyDir: {}
-</code></pre><h4 id=submit-beam-job-with-job-server>Submit beam job with job server</h4><p>An <a href=https://github.com/cometta/python-apache-beam-spark>example</a> of configuring Spark to run Apache beam job with a job server.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-butt [...]
+</code></pre><h4 id=submit-beam-job-with-job-server>Submit beam job with job server</h4><p>An <a href=https://github.com/cometta/python-apache-beam-spark>example</a> of configuring Spark to run Apache beam job with a job server.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runners/twister2/index.html b/website/generated-content/documentation/runners/twister2/index.html
index 3e2db9ef4e7..90d09d100a2 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runtime/environments/index.html b/website/generated-content/documentation/runtime/environments/index.html
index 8d65628b820..111ade4066a 100644
--- a/website/generated-content/documentation/runtime/environments/index.html
+++ b/website/generated-content/documentation/runtime/environments/index.html
@@ -214,7 +214,7 @@ accessed by any third-party service, if needed.</li><li>Local runners attempt to
images. If an image cannot be pulled locally (by the docker daemon),
you may see an log message like:<pre tabindex=0><code>Error response from daemon: manifest for remote.repo/beam_python3.7_sdk:2.25.0-custom not found: manifest unknown: ...
INFO:apache_beam.runners.portability.fn_api_runner.worker_handlers:Unable to pull image...
-</code></pre></li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer>< [...]
+</code></pre></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer>< [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/runtime/model/index.html b/website/generated-content/documentation/runtime/model/index.html
index c0daf992eaf..e28adc1fe49 100644
--- a/website/generated-content/documentation/runtime/model/index.html
+++ b/website/generated-content/documentation/runtime/model/index.html
@@ -125,7 +125,7 @@ elements in the input bundle must be retried. These two <code>ParDo</code>s are
the input bundle are retried.</em></p><p>Note that the retry does not necessarily have the same processing time as the
original attempt, as shown in the diagram.</p><p>All <code>DoFns</code> that experience coupled failures are terminated and must be torn
down since they aren’t following the normal <code>DoFn</code> lifecycle .</p><p>Executing transforms this way allows a runner to avoid persisting elements
-between transforms, saving on persistence costs.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
+between transforms, saving on persistence costs.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/runtime/resource-hints/index.html b/website/generated-content/documentation/runtime/resource-hints/index.html
index 9f95ff4f909..35897704794 100644
--- a/website/generated-content/documentation/runtime/resource-hints/index.html
+++ b/website/generated-content/documentation/runtime/resource-hints/index.html
@@ -70,7 +70,7 @@
</span></span></span><span class=line><span class=cl><span class=w> </span><span class=l>...</span><span class=w>
</span></span></span><span class=line><span class=cl><span class=w> </span><span class=nt>resource_hints</span><span class=p>:</span><span class=w>
</span></span></span><span class=line><span class=cl><span class=w> </span><span class=nt>min_ram</span><span class=p>:</span><span class=w> </span><span class=l>30GB</span></span></span></code></pre></div></div></div><p class=language-yaml>Such a <code>resource_hints</code> attribute can also be placed on the top-level pipeline
-object to apply to the entire pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><f [...]
+object to apply to the entire pipeline.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
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 90e92bd5ba6..b52a6c7e5d0 100644
--- a/website/generated-content/documentation/runtime/sdk-harness-config/index.html
+++ b/website/generated-content/documentation/runtime/sdk-harness-config/index.html
@@ -55,7 +55,7 @@ an external service for Python workers by running
<code>BEAM_WORKER_POOL_IN_DOCKER_VM</code> environment variable on the client:
<code>export BEAM_WORKER_POOL_IN_DOCKER_VM=1</code>.</li></ul></li><li><code>LOOPBACK</code>: User code is executed within the same process that submitted the pipeline. This
option is useful for local testing. However, it is not suitable for a production environment,
-as it performs work on the machine the job originated from.<ul><li><code>environment_config</code> is not used for the <code>LOOPBACK</code> environment.</li></ul></li></ul></li><li><code>sdk_worker_parallelism</code> sets the number of SDK workers that run on each worker node. The default is 1. If 0, the value is automatically set by the runner by looking at different parameters, such as the number of CPU cores on the worker machine. Only used for Python pipelines on Flink and Spark run [...]
+as it performs work on the machine the job originated from.<ul><li><code>environment_config</code> is not used for the <code>LOOPBACK</code> environment.</li></ul></li></ul></li><li><code>sdk_worker_parallelism</code> sets the number of SDK workers that run on each worker node. The default is 1. If 0, the value is automatically set by the runner by looking at different parameters, such as the number of CPU cores on the worker machine. Only used for Python pipelines on Flink and Spark run [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/sdks/python-sdk-image-build/index.html b/website/generated-content/documentation/sdks/python-sdk-image-build/index.html
index 05d955fc006..d816d685bd8 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html b/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
index 51cd7b29e50..3ac7060e15c 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/approximatequantiles/index.html
@@ -42,7 +42,7 @@ minimum value, <em>n-2</em> intermediate values, and the maximum value.</p><h2 i
would use <code>ApproximateQuantiles.globally(5)</code>. This will produce a list
containing 5 values: the minimum value, Quartile 1 value, Quartile 2
value, Quartile 3 value, and the maximum value.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_ApproximateQuantiles data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_ApproximateQuantiles%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-w [...]
-estimates the number of distinct elements or distinct values in key-value pairs</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3G [...]
+estimates the number of distinct elements or distinct values in key-value pairs</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 [...]
\ No newline at end of file
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 745237ccdd7..c430c52b095 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/approximateunique/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/approximateunique/index.html
@@ -40,7 +40,7 @@ Javadoc</a></table><br><br><p>Transforms for estimating the number of distinct e
or the number of distinct values associated with each key in a collection
of key-value pairs.</p><h2 id=examples>Examples</h2><p>See <a href=https://issues.apache.org/jira/browse/BEAM-7703>BEAM-7703</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/aggregation/hllcount>HllCount</a>
estimates the number of distinct elements and creates re-aggregatable sketches using the HyperLogLog++ algorithm.</li><li><a href=/documentation/transforms/java/aggregation/count>Count</a>
-counts the number of elements within each aggregation.</li><li><a href=/documentation/transforms/java/aggregation/distinct>Distinct</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7Ukpgg [...]
+counts the number of elements within each aggregation.</li><li><a href=/documentation/transforms/java/aggregation/distinct>Distinct</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 [...]
\ No newline at end of file
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 8bea5adf65c..8348cb42825 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/cogroupbykey/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/cogroupbykey/index.html
@@ -65,7 +65,7 @@ associated with each name.</p><div class='language-java snippet'><div class="not
</span></span></span><span class=line><span class=cl><span class=c1></span> <span class=n>String</span> <span class=n>string</span> <span class=o>=</span> <span class=n>e</span><span class=o>.</span><span class=na>getOnly</span><span class=o>(</span><span class=n>t2</span><span class=o>);</span>
</span></span><span class=line><span class=cl> <span class=o>...</span>
</span></span><span class=line><span class=cl><span class=o>}));</span></span></span></code></pre></div></div></div><p><strong>Example 2:</strong></p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_GroupByKey data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_GroupBy [...]
-takes one input collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer [...]
+takes one input collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
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 3e9f9c41454..ca0d12852b0 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 [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html b/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
index ab8519fb391..0fa04b7c47f 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/combinewithcontext/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Javadoc</a></table><br><br><p>A class of transforms that contains combine functions that have access to <code>PipelineOptions</code> and side inputs through <code>CombineWithContext.Context</code>.</p><h2 id=examples>Examples</h2><p>See <a href=https://issues.apache.org/jira/browse/BEAM-7703>BEAM-7703</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
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 94b106db1c4..082fa6d101b 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/count/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/count/index.html
@@ -45,7 +45,7 @@ in the input collection. The output collection is a key-value
pair, containing each unique element and the number of times it
appeared in the original collection.</li></ul><h2 id=examples>Examples</h2><p><strong>Example 1</strong>: Count.globally</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Count data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Count%22%2c%22sdk%22%3a%22java%22%2c%2 [...]
estimates the number of distinct elements or distinct values in key-value pairs</li><li><a href=/documentation/transforms/java/aggregation/sum>Sum</a> computes
-the sum of elements in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div> [...]
+the sum of elements in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div> [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/java/aggregation/distinct/index.html b/website/generated-content/documentation/transforms/java/aggregation/distinct/index.html
index 4030aa27b7b..9b3f8d041ff 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></bu [...]
+estimates the number of distinct elements in a collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></bu [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
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 dbb7787bd15..bf039334e02 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/groupbykey/index.html
@@ -42,7 +42,7 @@ associated with that key.</p><p>The results can be combined with windowing to su
based on time or triggering to produce partial aggregations. Either
windowing or triggering is necessary when processing unbounded collections.</p><p>See more information in the <a href=/documentation/programming-guide/#groupbykey>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=PG_BEAMDOC_SDK_JAVA_GroupByKey data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play [...]
for multiple input collections</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
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 4c5591ca708..ba16e249801 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 [...]
\ No newline at end of file
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 ae022432c99..8ed9ddefec7 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIy [...]
+estimates the number of distinct elements or values in key-value pairs (but does not expose sketches; also less accurate than <code>HllCount</code>).</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIy [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
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 8cd4293182d..497e1d8c65b 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/latest/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/latest/index.html
@@ -43,7 +43,7 @@ latest value for each key, according to the implicit timestamp.</li></ul><p>For
</span></span><span class=line><span class=cl> <span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Window</span><span class=o>.</span><span class=na>into</span><span class=o>(</span><span class=n>Sessions</span><span class=o>.</span><span class=na>withGapDuration</span><span class=o>(</span><span class=n>Duration</span><span class=o>.</span><span class=na>standardMinutes</span><span class=o>(</span><span class=n>5</span><span class=o>)));</span>
</span></span><span class=line><span class=cl> <span class=n>PCollection</span> <span class=n>latestValues</span> <span class=o>=</span> <span class=n>sessioned</span><span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Latest</span><span class=o>.</span><span class=na>globally</span><span class=o>());</span></span></span></code></pre></div></div></div><p><strong>Example 2</strong>:</p><div class=playground-wrapper><div class=playground-snippets><div class [...]
converts between explicit and implicit form of various Beam values</li><li><a href=/documentation/transforms/java/elementwise/withtimestamps>WithTimestamps</a>
-assigns timestamps to all the elements of a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button [...]
+assigns timestamps to all the elements of a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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/documentation/transforms/java/aggregation/max/index.html b/website/generated-content/documentation/transforms/java/aggregation/max/index.html
index 9f0289cde08..fa675ef980f 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/max/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/max/index.html
@@ -44,7 +44,7 @@ with each unique key (which is of type <code>String</code>).</p><div class='lang
</span></span><span class=line><span class=cl> <span class=o>.</span><span class=na>apply</span><span class=o>(</span><span class=n>Max</span><span class=o>.</span><span class=na>integersPerKey</span><span class=o>());</span></span></span></code></pre></div></div></div><p><strong>Example 3</strong>:</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Max data-show=main_section></div></div><div [...]
for computing minimum values in a collection</li><li><a href=/documentation/transforms/java/aggregation/mean>Mean</a>
for computing the arithmetic mean of the elements in a collection</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
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 556c349e079..fc61cd3f5aa 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
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 5fd8ec5498d..3bcf64a8e98 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/min/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/min/index.html
@@ -41,7 +41,7 @@ values in a collection, either globally or for each key.</p><h2 id=examples>Exam
with each unique key (which is of type <code>String</code>).</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_MinPerKey data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_MinPerKey%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% [...]
for computing maximum values in a collection</li><li><a href=/documentation/transforms/java/aggregation/mean>Mean</a>
for computing the arithmetic mean of the elements in a collection</li><li><a href=/documentation/transforms/java/aggregation/combine>Combine</a>
-for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK< [...]
+for combining all values associated with a key to a single result</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</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 [...]
\ No newline at end of file
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 fcd7a952cec..6cf904ff443 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/sample/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/sample/index.html
@@ -39,7 +39,7 @@
Javadoc</a></table><br><br><p>Transforms for taking samples of the elements in a collection, or
samples of the values associated with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Sample data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Sample%22%2c%22sdk%22%3a%22java%22%2c%22show%2 [...]
finds the largest (or smallest) set of elements in a collection</li><li><a href=/documentation/transforms/java/aggregation/latest>Latest</a>
-computes the latest element in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></di [...]
+computes the latest element in a collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 [...]
\ No newline at end of file
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 d6307a78745..ec17937e9b5 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/sum/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/sum/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Javadoc</a></table><br><br><p>Transforms for computing the sum of the elements in a collection, or the sum of the
values associated with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h2><p><strong>Example 1</strong>: get the sum of a <code>PCollection</code> of <code>Doubles</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Sum data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&exa [...]
-counts the number of elements within each aggregation</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button> [...]
+counts the number of elements within each aggregation</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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/documentation/transforms/java/aggregation/top/index.html b/website/generated-content/documentation/transforms/java/aggregation/top/index.html
index f2fbed15976..7324a03225f 100644
--- a/website/generated-content/documentation/transforms/java/aggregation/top/index.html
+++ b/website/generated-content/documentation/transforms/java/aggregation/top/index.html
@@ -39,7 +39,7 @@
Javadoc</a></table><br><br><p>Transforms for finding the largest (or smallest) set of elements in
a collection, or the largest (or smallest) set of values associated
with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Top data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Top%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-widt [...]
-takes samples of collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer [...]
+takes samples of collection</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
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 d02c9f25fd2..e3579620365 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
+operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 [...]
\ No newline at end of file
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 27ae82e22ef..727c3501f6c 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/flatmapelements/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/flatmapelements/index.html
@@ -39,7 +39,7 @@
Javadoc</a></table><br><br><p>Applies a simple 1-to-many mapping function over each element in the
collection. The many elements are flattened into the resulting collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_FlatMapElements data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_FlatMapElements%22%2c%22sdk%22%3a%22java%22%2 [...]
deciding whether to output an element or not.</li><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a> is the most general element-wise mapping
-operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
+operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 [...]
\ No newline at end of file
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 f199efa6977..7a690da8c6c 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 [...]
\ No newline at end of file
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 369e4e479e7..74684703948 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 [...]
\ No newline at end of file
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 463bf4b8d21..2483972c5da 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" t [...]
+operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like 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 [...]
\ No newline at end of file
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 09bdacb399a..34640b8f5c4 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/pardo/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/pardo/index.html
@@ -132,7 +132,7 @@ an output PCollection.</p><p>See more information in the <a href=/documentation/
</span></span><span class=line><span class=cl> <span class=o>}</span>
</span></span><span class=line><span class=cl> <span class=o>}}));</span></span></span></code></pre></div></div></div><p><strong>Example 4</strong>: Apply a simple custom function</p><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_FilterParDo></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22S [...]
applies a simple 1-to-1 mapping function over each element in the collection.</li><li><a href=/documentation/transforms/java/elementwise/filter>Filter</a>
-is useful if the function is just deciding whether to output an element or not.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank> [...]
+is useful if the function is just deciding whether to output an element or not.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? 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 [...]
\ No newline at end of file
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 a725401f1da..334670fec39 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/partition/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/partition/index.html
@@ -39,7 +39,7 @@
Javadoc</a></table><br><br><p>Separates elements in a collection into multiple output collections. The partitioning function contains the logic that determines how to separate the elements of the input collection into each resulting partition output collection.</p><p>The number of partitions must be determined at graph construction time. You cannot determine the number of partitions in mid-pipeline.</p><p>See more information in the <a href=/documentation/programming-guide/#partition>Bea [...]
deciding whether to output an element or not.</li><li><a href=/documentation/transforms/java/elementwise/pardo>ParDo</a> is the most general element-wise mapping
operation, and includes other abilities such as multiple output collections and side-inputs.</li><li><a href=/documentation/transforms/java/aggregation/cogroupbykey>CoGroupByKey</a>
-performs a per-key equijoin.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer [...]
+performs a per-key equijoin.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
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 d032873bc51..3e547f0fbf3 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 [...]
\ No newline at end of file
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 f6c5428abab..30584dbb845 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/reify/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/reify/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Javadoc</a></table><br><br><p>Transforms for converting between explicit and implicit form of various Beam values.</p><h2 id=examples>Examples</h2><p>See <a href=https://issues.apache.org/jira/browse/BEAM-7702>BEAM-7702</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/java/elementwise/withtimestamps>WithTimestamps</a>
assigns timestamps to all the elements of a collection</li><li><a href=/documentation/transforms/java/other/window/>Window</a> divides up or
-groups the elements of a collection into finite windows</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
+groups the elements of a collection into finite windows</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></butto [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html b/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
index 2c81c2cf569..644e3f6a206 100644
--- a/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
+++ b/website/generated-content/documentation/transforms/java/elementwise/tostring/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Javadoc</a></table><br><br><p>A variety of utility transforms for invoking the <code>toString()</code> method
-on every element in the input collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_ToString data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_ToString%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-wi [...]
+on every element in the input collection.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_ToString data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_ToString%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-wi [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
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 fe2dfead3bf..f643d7884aa 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 [...]
\ No newline at end of file
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 1782d79c551..0f20452db86 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 [...]
\ No newline at end of file
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 4cd77264320..e1ec0188283 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 [...]
\ No newline at end of file
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 6dd19eb59d1..0f94d100ea5 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 [...]
\ No newline at end of file
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 e63a28c8938..4ccd1c49092 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 2026/03/10</p><h3>Have you 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 2026/03/11</p><h3>Have you 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 [...]
\ No newline at end of file
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 43d34b8cffe..6819bfce3aa 100644
--- a/website/generated-content/documentation/transforms/java/other/flattenwith/index.html
+++ b/website/generated-content/documentation/transforms/java/other/flattenwith/index.html
@@ -43,7 +43,7 @@ PCollections.</p><p>See more information in the <a href=/documentation/programmi
<code>PCollection</code> objects into a single logical <code>PCollection</code>. This is useful when
dealing with multiple collections of the same data type.</li><li><a href=/documentation/transforms/java/elementwise/flatmap>FlatMap</a> applies a
simple 1-to-many mapping function over each element in the collection. This
-transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></ [...]
+transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 [...]
\ No newline at end of file
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 cfb71e45cd6..afb0352ebf8 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 2026/03/10</p><h3>Have you found everything you were looking 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 2026/03/11</p><h3>Have you found everything you were looking 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 [...]
\ No newline at end of file
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 1842d419199..2f02aeea1de 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 [...]
\ No newline at end of file
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 7baa0bf34e0..26195234a2e 100644
--- a/website/generated-content/documentation/transforms/java/other/view/index.html
+++ b/website/generated-content/documentation/transforms/java/other/view/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-Javadoc</a></table><br><br><p>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_View data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JA [...]
+Javadoc</a></table><br><br><p>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_View data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JA [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
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 4682d2eb17e..4bf7d8bffb4 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 [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/java/other/window/index.html b/website/generated-content/documentation/transforms/java/other/window/index.html
index 49c5b8cb427..32a273b9ce7 100644
--- a/website/generated-content/documentation/transforms/java/other/window/index.html
+++ b/website/generated-content/documentation/transforms/java/other/window/index.html
@@ -39,7 +39,7 @@
Javadoc</a></table><br><br><p>Logically divides up or groups the elements of a collection into finite
windows according to a function.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-java playground-snippet" data-sdk=java data-path=SDK_JAVA_Window data-show=main_section></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_JAVA_Window%22%2c%22sdk%22%3a%22java%22%2c%22show%22%3a%22main_section%22%7d%5d" data-width=100% data [...]
converts between explicit and implicit form of various Beam values.</li><li><a href=/documentation/transforms/java/elementwise/withtimestamps>WithTimestamps</a>
-applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
+applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/java/overview/index.html b/website/generated-content/documentation/transforms/java/overview/index.html
index b3f414d0c55..af92095f66b 100644
--- a/website/generated-content/documentation/transforms/java/overview/index.html
+++ b/website/generated-content/documentation/transforms/java/overview/index.html
@@ -42,7 +42,7 @@ function.</td></tr><tr><td><a href=/documentation/transforms/java/elementwise/re
and updates the implicit timestamp associated with each input. Note that it is only safe to adjust timestamps forwards.</td></tr><tr><td><a href=/documentation/transforms/java/elementwise/values>Values</a></td><td>Extracts the value from each element in a collection of key-value pairs.</td></tr></table><h2 id=aggregation>Aggregation</h2><table class="table-bordered table-striped"><tr><th>Transform</th><th>Description</th></tr><tr><td><a href=/documentation/transforms/java/aggregation/app [...]
consists of a key and all values associated with that key.</td></tr><tr><td><a href=/documentation/transforms/java/aggregation/groupintobatches>GroupIntoBatches</a></td><td>Batches values associated with keys into <code>Iterable</code> batches of some size. Each batch contains elements associated with a specific key.</td></tr><tr><td><a href=/documentation/transforms/java/aggregation/hllcount>HllCount</a></td><td>Estimates the number of distinct elements and creates re-aggregatable sketc [...]
all elements from all of the input collections.</td></tr><tr><td><a href=/documentation/transforms/java/other/passert>PAssert</a></td><td>A transform to assert the contents of a <code>PCollection</code> used as part of testing a pipeline either locally or with a runner.</td></tr><tr><td><a href=/documentation/transforms/java/other/view>View</a></td><td>Operations for turning a collection into view that may be used as a side-input to a <code>ParDo</code>.</td></tr><tr><td><a href=/documen [...]
-windows according to a provided <code>WindowFn</code>.</td></tr><tr><td><a href=/documentation/transforms/java/other/wait>Wait</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class [...]
+windows according to a provided <code>WindowFn</code>.</td></tr><tr><td><a href=/documentation/transforms/java/other/wait>Wait</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><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 [...]
\ No newline at end of file
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 063aa5fbd92..927b7f288be 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/approximatequantiles/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/approximatequantiles/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ApproximateQuantiles data-show=approximatequantiles></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ApproximateQuantiles%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3 [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
index 9fa0125b2de..8a79913a871 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/approximateunique/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ApproximateUnique data-show=approximateunique></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ApproximateUnique%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22appro [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html b/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
index c5d3ab538e0..d7276769d2d 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/batchelements/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_BatchElements data-show=batchelements></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_BatchElements%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22batchelements%22% [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
index 8660f93622e..fe88c72d706 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/cogroupbykey/index.html
@@ -44,7 +44,7 @@ the result for each key is a tuple of the values associated with that key in
each input collection.</p><p>See more information in the <a href=/documentation/programming-guide/#cogroupbykey>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with two <code>PCollection</code>s of produce, one with icons and one with durations, both with a common key of the produce name.
Then, we apply <code>CoGroupByKey</code> to join both <code>PCollection</code>s using their keys.</p><p><code>CoGroupByKey</code> expects a dictionary of named keyed <code>PCollection</code>s, and produces elements joined by their keys.
The values of each output element are dictionaries where the names correspond to the input dictionary, with lists of all the values found for that key.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CoGroupByKeyMerge data-show=cogroupbykey></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SD [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html b/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
index 9443171497c..328a0d40629 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combineglobally/index.html
@@ -45,7 +45,7 @@ Called <em>once per element</em>.
Takes an accumulator and an input element, combines them and returns the updated accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.merge_accumulators><code>CombineFn.merge_accumulators()</code></a>:
Multiple accumulators could be processed in parallel, so this function helps merging them into a single accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output><code>CombineFn.extract_output()</code></a>:
It allows to do additional calculations before extracting a result.</p></li></ul><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CombineGloballyCombineFn data-show=combineglobally_combinefn></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_CombineGloballyCombineFn%22%2c%22sdk%22%3a%22 [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html b/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html
index 478af845279..8becd3ebf7a 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combineperkey/index.html
@@ -47,7 +47,7 @@ Called <em>once per element</em>.
Takes an accumulator and an input element, combines them and returns the updated accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.merge_accumulators><code>CombineFn.merge_accumulators()</code></a>:
Multiple accumulators could be processed in parallel, so this function helps merging them into a single accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output><code>CombineFn.extract_output()</code></a>:
It allows to do additional calculations before extracting a result.</p></li></ul><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CombinePerKeyCombineFn data-show=combineperkey_combinefn></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_CombinePerKeyCombineFn%22%2c%22sdk%22%3a%22python [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
index 22f7a7550fd..02e82d5ed47 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combinevalues/index.html
@@ -49,7 +49,7 @@ Called <em>once per element</em>.
Takes an accumulator and an input element, combines them and returns the updated accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.merge_accumulators><code>CombineFn.merge_accumulators()</code></a>:
Multiple accumulators could be processed in parallel, so this function helps merging them into a single accumulator.</p></li><li><p><a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output><code>CombineFn.extract_output()</code></a>:
It allows to do additional calculations before extracting a result.</p></li></ul><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_CombineValuesCombineFn data-show=combinevalues_combinefn></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_CombineValuesCombineFn%22%2c%22sdk%22%3a%22python [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html b/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
index 02df4f2affe..a1a5c1cc1e7 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/combinewithcontext/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/count/index.html b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
index 6d1a2aad90f..5f883ce1d38 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/count/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/count/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Counts the number of elements within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with two <code>PCollection</code>s of produce.
Then, we apply <code>Count</code> to get the total number of elements in different ways.</p><h3 id=example-1-counting-all-elements-in-a-pcollection>Example 1: Counting all elements in a PCollection</h3><p>We use <code>Count.Globally()</code> to count <em>all</em> elements in a <code>PCollection</code>, even if there are duplicate elements.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Count [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html b/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
index 0b75eeaa91d..0f010b35a5b 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/distinct/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Produces a collection containing distinct elements of the input collection.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with two <code>PCollection</code>s of produce.</p><p>We use <code>Distinct</code> to get rid of duplicate elements, which outputs a <code>PCollection</code> of all the unique elements.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippe [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
index 921b385a3ab..af659ccd050 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/groupby/index.html
@@ -49,7 +49,7 @@ For example, suppose one wanted to compute the amount of each fruit to buy.
One could write</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_GroupBySimpleAggregate data-show=simple_aggregate></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_GroupBySimpleAggregate%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22simple_aggregate%22%7d%5d" data-width=100% data [...]
and by expressions.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_GroupByExprAggregate data-show=expr_aggregate></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_GroupByExprAggregate%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22expr_aggregate%22%7d%5d" data-width=100% data-hei [...]
This example also illustrates a global grouping, as the grouping key is empty.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_GroupByGlobalAggregate data-show=global_aggregate></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_GroupByGlobalAggregate%22%2c%22sdk%22%3a%22python%22%2c [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
index 594b7ff9946..ca490e166ac 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/groupbykey/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Takes a keyed collection of elements and produces a collection
where each element consists of a key and all values associated with that key.</p><p>See more information in the <a href=/documentation/programming-guide/#groupbykey>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><p><strong>Example 1</strong>: In the following example, we create a pipeline with a <code>PCollection</code> of produce keyed by season.</p><p>We use <code>GroupByKey</code> to group all the produce for each season.</p><div class=playground-wrapper><div class=playgr [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html b/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html
index c1bb5195801..f0c9e0a5433 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/groupintobatches/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Batches the input into desired batch size.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of produce by season.</p><p>We use <code>GroupIntoBatches</code> to get fixed-sized batches for every key, which outputs a list of elements for every key.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SD [...]
<a href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.util.html#apache_beam.transforms.util.BatchElements>BatchElements</a>.</p><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.util.html#apache_beam.transforms.util.GroupIntoBatches><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/latest/index.html b/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
index 3bb34083be1..b31bc95ec43 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/latest/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Gets the element with the latest timestamp.</p><h2 id=examples>Examples</h2><p>In the following examples, we create a pipeline with a <code>PCollection</code> of produce with a timestamp for their harvest date.</p><p>We use <code>Latest</code> to get the element with the latest timestamp from the <code>PCollection</code>.</p><h3 id=example-1-latest-element-globally>Example 1: Latest element globally</h3><p>We use <code>Latest.Globally()</code> [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/max/index.html b/website/generated-content/documentation/transforms/python/aggregation/max/index.html
index 99a3e2d8fe2..1641992a7b4 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/max/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/max/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Gets the element with the maximum value within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
Then, we get the element with the maximum value in different ways.</p><h3 id=example-1-maximum-element-in-a-pcollection>Example 1: Maximum element in a PCollection</h3><p>We use <code>Combine.Globally()</code> to get the maximum element from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_MaxGlobally data-show=max_globally></div></div><div class=" [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/mean/index.html b/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
index ffd59fef6da..ebd2c8f57d2 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/mean/index.html
@@ -40,7 +40,7 @@ Pydoc</a></td></table><p><br><br><br></p><p>Transforms for computing the arithme
or the mean of the values associated with each key in a collection of
key-value pairs.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
Then, we get the element with the average value in different ways.</p><h3 id=example-1-mean-of-element-in-a-pcollection>Example 1: Mean of element in a PCollection</h3><p>We use <code>Mean.Globally()</code> to get the average of the elements from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_MeanGlobally data-show=mean_globally></div></div><div [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/min/index.html b/website/generated-content/documentation/transforms/python/aggregation/min/index.html
index 7e2bfe0d309..2c54296e5c0 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/min/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/min/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Gets the element with the minimum value within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
Then, we get the element with the minimum value in different ways.</p><h3 id=example-1-minimum-element-in-a-pcollection>Example 1: Minimum element in a PCollection</h3><p>We use <code>Combine.Globally()</code> to get the minimum element from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_MinGlobally data-show=min_globally></div></div><div class=" [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/sample/index.html b/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
index c6874214acf..7dbea97ea3f 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/sample/index.html
@@ -40,7 +40,7 @@ Pydoc</a></td></table><p><br><br><br></p><p>Transforms for taking samples of the
samples of the values associated with each key in a collection of
key-value pairs.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
Then, we get a random sample of elements in different ways.</p><h3 id=example-1-sample-elements-from-a-pcollection>Example 1: Sample elements from a PCollection</h3><p>We use <code>Sample.FixedSizeGlobally()</code> to get a fixed-size random sample of elements from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_SampleFixedSizeGlobally data-show=s [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/sum/index.html b/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
index e8b40033103..8fad3b5f0f9 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/sum/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Sums all the elements within each aggregation.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code>.
Then, we get the sum of all the element values in different ways.</p><h3 id=example-1-sum-of-the-elements-in-a-pcollection>Example 1: Sum of the elements in a PCollection</h3><p>We use <code>Combine.Globally()</code> to get sum of all the element values from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_SumGlobally data-show=sum_globally></div>< [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html b/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
index 28730631052..18574fb96d0 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/tolist/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ToList data-show=tolist></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ToList%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22tolist%22%7d%5d" data-width=100% data- [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/aggregation/top/index.html b/website/generated-content/documentation/transforms/python/aggregation/top/index.html
index b71b17a9fdb..0dc6f36e4a0 100644
--- a/website/generated-content/documentation/transforms/python/aggregation/top/index.html
+++ b/website/generated-content/documentation/transforms/python/aggregation/top/index.html
@@ -42,7 +42,7 @@ with each key in a collection of key-value pairs.</p><h2 id=examples>Examples</h
Then, we get the largest or smallest elements in different ways.</p><h3 id=example-1-largest-elements-from-a-pcollection>Example 1: Largest elements from a PCollection</h3><p>We use <code>Top.Largest()</code> to get the largest elements from the <em>entire</em> <code>PCollection</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_TopLargest data-show=top_largest></div></div><div class="co [...]
By default you get the largest elements, but you can get the smallest by setting <code>reverse=True</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_TopOf data-show=top_of></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_TopOf%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%2 [...]
By default you get the largest elements, but you can get the smallest by setting <code>reverse=True</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_TopPerKey data-show=top_per_key></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_TopPerKey%22%2c%22sdk%22%3a%22python%22%2c%2 [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-bigtable/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-bigtable/index.html
index 914b721a02f..34ee09e2f2a 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-cloudsql/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-cloudsql/index.html
index 5a69d10efbf..5f0ded6ee54 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-milvus/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-milvus/index.html
index 1f39f94ee5d..0f1c52ffd74 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment-vertexai/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment-vertexai/index.html
index b9071f43e2b..90bbb59e27f 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html b/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
index f3d4c2c4a27..134cb116a85 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/enrichment/index.html
@@ -58,7 +58,7 @@ Pydoc</a></td></table><p><br><br><br></p></a></td></tr></table><p>The enrichment
<p><br><br><br></p>
</span>
-</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
+</span></span></code></pre></div><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer clas [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/filter/index.html b/website/generated-content/documentation/transforms/python/elementwise/filter/index.html
index 767931c79dd..784ed86439f 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html b/website/generated-content/documentation/transforms/python/elementwise/flatmap/index.html
index 583418f3945..91ed9b6f1bc 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/keys/index.html b/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
index 154273cd1b9..e631e04ca60 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/keys/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Takes a collection of key-value pairs and returns the key of each element.</p><h2 id=example>Example</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of key-value pairs.
Then, we apply <code>Keys</code> to extract the keys and discard the values.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Keys data-show=keys></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Keys%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22keys%22%7d%5d" data-width=100% dat [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html b/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
index fcbc2ec3781..99ca9f5bc7b 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/kvswap/index.html
@@ -39,7 +39,7 @@
Pydoc</a></td></table><p><br><br><br></p><p>Takes a collection of key-value pairs and returns a collection of key-value pairs
which has each key and value swapped.</p><h2 id=examples>Examples</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of key-value pairs.
Then, we apply <code>KvSwap</code> to swap the keys and values.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_KvSwap data-show=kvswap></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_KvSwap%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22kvswap%22%7d%5d" data-width=100% data-hei [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/map/index.html b/website/generated-content/documentation/transforms/python/elementwise/map/index.html
index 308093de499..6d7a936170e 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/map/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/map/index.html
@@ -54,7 +54,7 @@ For example</p><div class=playground-wrapper><div class=playground-snippets><div
each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/filter>Filter</a> is useful if the function is just
deciding whether to output an element or not.</li><li><a href=/documentation/transforms/python/elementwise/pardo>ParDo</a> is the most general elementwise mapping
operation, and includes other abilities such as multiple output collections and side-inputs.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Map><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html b/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
index 5a5d69b7584..e4914872606 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/mltransform/index.html
@@ -130,7 +130,7 @@ Row(x=array([1]))
Row(x=array([0]))
Row(x=array([0]))
Row(x=array([2]))
-Row(x=array([3]))</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
+Row(x=array([3]))</code></pre></div></div></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html b/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
index 355520e3971..d05522bf2e1 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/pardo/index.html
@@ -82,7 +82,7 @@ For example, if the worker crashes, <code>teardown</code> might not be called.</
<code>DoFn.teardown()</code> metrics are lost.</li></ul></blockquote><h2 id=related-transforms>Related transforms</h2><ul><li><a href=/documentation/transforms/python/elementwise/map>Map</a> behaves the same, but produces exactly one output for each input.</li><li><a href=/documentation/transforms/python/elementwise/flatmap>FlatMap</a> behaves the same as <code>Map</code>,
but for each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/filter>Filter</a> is useful if the function is just
deciding whether to output an element or not.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Pardo><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/partition/index.html b/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
index 1542f0e9e9a..b98d309df5a 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/partition/index.html
@@ -67,7 +67,7 @@ You might want to adapt the bucket assignment to use a more appropriate or rando
deciding whether to output an element or not.</li><li><a href=/documentation/transforms/python/elementwise/pardo>ParDo</a> is the most general elementwise mapping
operation, and includes other abilities such as multiple output collections and side-inputs.</li><li><a href=/documentation/transforms/python/aggregation/cogroupbykey>CoGroupByKey</a>
performs a per-key equijoin.</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.Partition><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/regex/index.html b/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
index 4e0e18e5315..164c59b6d88 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/regex/index.html
@@ -95,7 +95,7 @@ You can also use
on the <code>replacement</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_RegexReplaceFirst data-show=regex_replace_first></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_RegexReplaceFirst%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22regex_replace_first%22%7d%5d" data-wi [...]
The argument <code>outputEmpty</code> is set to <code>False</code> by default, but can be set to <code>True</code> to keep empty items in the output list.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_RegexSplit data-show=regex_split></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYT [...]
each input it may produce zero or more outputs.</li><li><a href=/documentation/transforms/python/elementwise/map>Map</a> applies a simple 1-to-1 mapping function over each element in the collection</li></ul><table align=left style=margin-right:1em><td><a class=button target=_blank href=https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.util.html#apache_beam.transforms.util.Regex><img src=https://beam.apache.org/images/logos/sdks/python.png width=32px height=32px alt=Pydoc>
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/reify/index.html b/website/generated-content/documentation/transforms/python/elementwise/reify/index.html
index b5ae8e60682..ca7cc2b3f8c 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 [...]
\ No newline at end of file
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 7a5a770e297..ebdef563d7f 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 [...]
\ No newline at end of file
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 ea5053b2f33..42d5a2ff7ba 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 [...]
\ No newline at end of file
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 780796a1f8a..194e70bd4b6 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/runinference/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p></a></td></tr></table><p>Uses models to do local and remote inference. A <code>RunInference</code> transform performs inference on a <code>PCollection</code> of examples using a machine learning (ML) model. The transform outputs a <code>PCollection</code> that contains the input examples and output predictions. Avaliable in Apache Beam 2.40.0 and later versions.</p><p>For more information about Beam RunInference APIs, see the <a href=https://beam. [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html b/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html
index 168aaff4c94..788802cf6b3 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/tostring/index.html
@@ -45,7 +45,7 @@ The string output will be equivalent to <code>str(element)</code>.</p><div class
into a string delimited by <code>','</code>.
You can specify a different delimiter using the <code>delimiter</code> argument.
The string output will be equivalent to <code>iterable.join(delimiter)</code>.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_ToStringIterables data-show=tostring_iterables></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_ToStringIterables%22%2c%22sdk%22%3a%22python%22%2c%22show% [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/values/index.html b/website/generated-content/documentation/transforms/python/elementwise/values/index.html
index 9228add437e..7e49dc9d7a8 100644
--- a/website/generated-content/documentation/transforms/python/elementwise/values/index.html
+++ b/website/generated-content/documentation/transforms/python/elementwise/values/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
Pydoc</a></td></table><p><br><br><br></p><p>Takes a collection of key-value pairs, and returns the value of each element.</p><h2 id=example>Example</h2><p>In the following example, we create a pipeline with a <code>PCollection</code> of key-value pairs.
Then, we apply <code>Values</code> to extract the values and discard the keys.</p><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Values data-show=values></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Values%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22values%22%7d%5d" data-widt [...]
-Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+Pydoc</a></td></table><p><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/elementwise/withkeys/index.html b/website/generated-content/documentation/transforms/python/elementwise/withkeys/index.html
index 9a0345ae905..f58591b2a36 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 [...]
\ No newline at end of file
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 d90605ad005..1bcfd811c15 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 [...]
\ No newline at end of file
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 17037f76aff..3f5fbdc095c 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>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/other/flatten/index.html b/website/generated-content/documentation/transforms/python/other/flatten/index.html
index d93ab721f6b..a19e83792c6 100644
--- a/website/generated-content/documentation/transforms/python/other/flatten/index.html
+++ b/website/generated-content/documentation/transforms/python/other/flatten/index.html
@@ -40,7 +40,7 @@ Pydoc</a></table><br><br><p>Merges multiple <code>PCollection</code> objects int
<code>PCollection</code>. A transform for <code>PCollection</code> objects
that store the same data type.</p><p>See more information in the <a href=/documentation/programming-guide/#flatten>Beam Programming Guide</a>.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Flatten data-show=flatten></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a [...]
function over each element in the collection. This transform might produce zero
-or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=foote [...]
+or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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 [...]
\ No newline at end of file
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 f3b5d5e643d..944c9377f8f 100644
--- a/website/generated-content/documentation/transforms/python/other/flattenwith/index.html
+++ b/website/generated-content/documentation/transforms/python/other/flattenwith/index.html
@@ -43,7 +43,7 @@ PCollections.</p><p>See more information in the <a href=/documentation/programmi
<code>PCollection</code> objects into a single logical <code>PCollection</code>. This is useful when
dealing with multiple collections of the same data type.</li><li><a href=/documentation/transforms/python/elementwise/flatmap>FlatMap</a> applies a
simple 1-to-many mapping function over each element in the collection. This
-transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></ [...]
+transform might produce zero or more outputs.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button 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 [...]
\ No newline at end of file
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 d0ef1eec814..62f30e0a86f 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 [...]
\ No newline at end of file
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 5397e914e16..86b5c0696cf 100644
--- a/website/generated-content/documentation/transforms/python/other/reshuffle/index.html
+++ b/website/generated-content/documentation/transforms/python/other/reshuffle/index.html
@@ -40,7 +40,7 @@ Pydoc</a></table><br><br><p>Adds a temporary random key to each element in a col
these keys, and removes the temporary key. This redistributes the
elements between workers and returns a collection equivalent to its
input collection. This is most useful for adjusting parallelism or
-preventing coupled failures.</p><h2 id=examples>Examples</h2><p>See <a href=https://github.com/apache/beam/issues/19498>Issue 19498</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><p>N/A</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://d [...]
+preventing coupled failures.</p><h2 id=examples>Examples</h2><p>See <a href=https://github.com/apache/beam/issues/19498>Issue 19498</a> for updates.</p><h2 id=related-transforms>Related transforms</h2><p>N/A</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it 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 [...]
\ No newline at end of file
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 c3987feb772..1b40e378acd 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 [...]
\ No newline at end of file
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 92abdaf0089..00fb452217f 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 [...]
\ No newline at end of file
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 618237a646f..7c18cdae997 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 [...]
\ No newline at end of file
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 6b7b6e8c535..61d9434ae30 100644
--- a/website/generated-content/documentation/transforms/python/other/windowinto/index.html
+++ b/website/generated-content/documentation/transforms/python/other/windowinto/index.html
@@ -40,7 +40,7 @@ Pydoc</a></table><br><br><p>Logically divides up or groups the elements of a col
windows according to a function.</p><h2 id=examples>Examples</h2><div class=playground-wrapper><div class=playground-snippets><div class="language-py playground-snippet" data-sdk=python data-path=SDK_PYTHON_Window data-show=window></div></div><div class="code-snippet code-snippet-playground" data-src="https://play.beam.apache.org/embedded?editable=1&examples=%5b%7b%22path%22%3a%22SDK_PYTHON_Window%22%2c%22sdk%22%3a%22python%22%2c%22show%22%3a%22window%22%7d%5d" data-width=100% data-heigh [...]
produces a collection where each element consists of a key and all values associated
with that key.</li><li><a href=/documentation/transforms/python/elementwise/withtimestamps>Timestamp</a>
-applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
+applies a function to determine a timestamp to each element in the output collection.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/documentation/transforms/python/overview/index.html b/website/generated-content/documentation/transforms/python/overview/index.html
index 74eb52882fb..961675c0c10 100644
--- a/website/generated-content/documentation/transforms/python/overview/index.html
+++ b/website/generated-content/documentation/transforms/python/overview/index.html
@@ -43,7 +43,7 @@ and updates the implicit timestamp associated with each input. Note that it is o
safe to adjust timestamps forwards.</td></tr><tr><td><a href=/documentation/transforms/python/elementwise/values>Values</a></td><td>Extracts the value from each element in a collection of key-value pairs.</td></tr></table><h2 id=aggregation>Aggregation</h2><table class="table-bordered table-striped"><tr><th>Transform</th><th>Description</th></tr><tr><td><a href=/documentation/transforms/python/aggregation/approximatequantiles>ApproximateQuantiles</a></td><td>Given a distribution, find th [...]
all elements from all of the input collections.</td></tr><tr><td><a href=/documentation/transforms/python/other/reshuffle>Reshuffle</a></td><td>Given an input collection, redistributes the elements between workers. This is
most useful for adjusting parallelism or preventing coupled failures.</td></tr><tr><td><a href=/documentation/transforms/python/other/windowinto>WindowInto</a></td><td>Logically divides up or groups the elements of a collection into finite
-windows according to a function.</td></tr><tr><td><a href=/documentation/transforms/python/other/waiton>WaitOn</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a [...]
+windows according to a function.</td></tr><tr><td><a href=/documentation/transforms/python/other/waiton>WaitOn</a></td><td>Delays processing of a PCollection until other PCollections have finished processing.</td></tr></table><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>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 [...]
\ No newline at end of file
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 df00fef3d4e..40d24e6c766 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=https://github.com/googlecolab/open_in_colab/raw/master/images/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=https://github.com/googlecolab/open_in_colab/raw/master/images/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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div [...]
+Run in Colab</a></td></table><p><br><br><br><br></p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=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/get-started/beam-overview/index.html b/website/generated-content/get-started/beam-overview/index.html
index 5283b48542e..7f52053a092 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/downloads/index.html b/website/generated-content/get-started/downloads/index.html
index 8c65d35e02c..fab38dc46f2 100644
--- a/website/generated-content/get-started/downloads/index.html
+++ b/website/generated-content/get-started/downloads/index.html
@@ -271,7 +271,7 @@ versions denoted <code>0.x.y</code>.</p><h2 id=releases>Releases</h2><h3 id=curr
<a href=https://archive.apache.org/dist/beam/2.1.0/apache-beam-2.1.0-source-release.zip.asc>signature</a>.</p><p><a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319527&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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><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 2026/03/11</p><h3>Have you found everything you were looking for?</h3><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 [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/from-spark/index.html b/website/generated-content/get-started/from-spark/index.html
index 9ed2016f478..c3449f68ae3 100644
--- a/website/generated-content/get-started/from-spark/index.html
+++ b/website/generated-content/get-started/from-spark/index.html
@@ -125,7 +125,7 @@ and access them as an <a href=https://docs.python.org/3/glossary.html#term-itera
</span></span><span class=line><span class=cl> <span class=n>scaled_values</span> <span class=o>|</span> <span class=n>beam</span><span class=o>.</span><span class=n>Map</span><span class=p>(</span><span class=nb>print</span><span class=p>)</span></span></span></code></pre></div></div></div><blockquote><p>ℹ️ In Beam we need to pass a side input explicitly, but we get the
benefit that a reduction or aggregation does <em>not</em> have to fit into memory.
Lazily computing side inputs also allows us to compute <code>values</code> only once,
-rather than for each distinct reduction (or requiring explicit caching of the RDD).</p></blockquote><h2 id=next-steps>Next Steps</h2><ul><li>Take a look at all the available transforms in the <a href=/documentation/transforms/python/overview>Python transform gallery</a>.</li><li>Learn how to read from and write to files in the <a href=/documentation/programming-guide/#pipeline-io><em>Pipeline I/O</em> section of the <em>Programming guide</em></a></li><li>Walk through additional WordCount [...]
+rather than for each distinct reduction (or requiring explicit caching of the RDD).</p></blockquote><h2 id=next-steps>Next Steps</h2><ul><li>Take a look at all the available transforms in the <a href=/documentation/transforms/python/overview>Python transform gallery</a>.</li><li>Learn how to read from and write to files in the <a href=/documentation/programming-guide/#pipeline-io><em>Pipeline I/O</em> section of the <em>Programming guide</em></a></li><li>Walk through additional WordCount [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/index.html b/website/generated-content/get-started/index.html
index 676cc21ef61..cac58fbf703 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
+or in the Beam <a href=https://apachebeam.slack.com>Slack Channel</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEED [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/mobile-gaming-example/index.html b/website/generated-content/get-started/mobile-gaming-example/index.html
index 048c18e9298..f630ff1dd02 100644
--- a/website/generated-content/get-started/mobile-gaming-example/index.html
+++ b/website/generated-content/get-started/mobile-gaming-example/index.html
@@ -599,7 +599,7 @@ 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 [...]
\ 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 f5525297fef..4660e3a08e9 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart-java/index.html b/website/generated-content/get-started/quickstart-java/index.html
index 9ba82aef4ab..84a9a21c7c6 100644
--- a/website/generated-content/get-started/quickstart-java/index.html
+++ b/website/generated-content/get-started/quickstart-java/index.html
@@ -174,7 +174,7 @@ and look through the
<a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Take a self-paced tour through our
<a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite
<a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don’t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any
-issues!</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart-py/index.html b/website/generated-content/get-started/quickstart-py/index.html
index 7a886c37d0c..ecb0bf475a6 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 78686944556..495daf03aed 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/java/index.html b/website/generated-content/get-started/quickstart/java/index.html
index fa468b26dbb..12a2b4fe3e5 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/python/index.html b/website/generated-content/get-started/quickstart/python/index.html
index 807fcf8f16c..902cc4e5527 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/quickstart/typescript/index.html b/website/generated-content/get-started/quickstart/typescript/index.html
index 10383a42353..18b94e9d17f 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
+issues!</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=fo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/resources/learning-resources/index.html b/website/generated-content/get-started/resources/learning-resources/index.html
index 9c0aba1e216..292d0c095ed 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/resources/videos-and-podcasts/index.html b/website/generated-content/get-started/resources/videos-and-podcasts/index.html
index 956697b79b4..745dd7ac1e0 100644
--- a/website/generated-content/get-started/resources/videos-and-podcasts/index.html
+++ b/website/generated-content/get-started/resources/videos-and-podcasts/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<audio controls></p><source src=https://feathercastapache.files.wordpress.com/2017/05/0517-04-mejia.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio>
### Universal metrics with Apache Beam<p>ApacheCon, Montreal, 2018</p><p>Presented by Etienne Chauchot, <em>Apache Beam PMC member</em></p><p><a href=https://www.slideshare.net/slideshow/embed_code/key/kKJRzR8HxkxLsR>Link to Slides</a>
-<audio controls></p><source src=//feathercastapache.files.wordpress.com/2018/09/03-universal-metrics-with-beam-etienne-chauchot.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio><h2 id=next-steps>Next Steps</h2><ul><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p cl [...]
+<audio controls></p><source src=//feathercastapache.files.wordpress.com/2018/09/03-universal-metrics-with-beam-etienne-chauchot.mp3 type=audio/mpeg>Your browser does not support the audio element.</audio><h2 id=next-steps>Next Steps</h2><ul><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</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 [...]
\ No newline at end of file
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 a932f9b8377..33d8b393d4e 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 [...]
\ No newline at end of file
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 a1ef7126acf..41e8964b791 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 [...]
\ No newline at end of file
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 3db61fd04ab..93ef886aff7 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/get-started/wordcount-example/index.html b/website/generated-content/get-started/wordcount-example/index.html
index fb49911f735..8c6f2e22846 100644
--- a/website/generated-content/get-started/wordcount-example/index.html
+++ b/website/generated-content/get-started/wordcount-example/index.html
@@ -625,7 +625,7 @@ using <a href=https://beam.apache.org/releases/pydoc/2.71.0/apache_beam.io.gcp.p
</span></span><span class=line><span class=cl> <span class=n>_</span> <span class=o>=</span> <span class=p>(</span><span class=n>output</span>
</span></span><span class=line><span class=cl> <span class=o>|</span> <span class=s1>'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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/bigquery/index.html b/website/generated-content/performance/bigquery/index.html
index 08ccdb8cc8c..457010c7ab5 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 c99dcd7a991..57f62fa66c2 100644
--- a/website/generated-content/performance/bigtable/index.html
+++ b/website/generated-content/performance/bigtable/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-BigTable. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigtable>What is the estimated cost to read from BigTable?</h3><div><h4>Read BigTable RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/32/YQ2W3wdNnBXMgDgpzCRbmQWMHjyPvZny.png alt="Read BigTable RunTime and EstimatedCost" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
+BigTable. See the <a href=/performance/glossary>glossary</a> for definitions.</p><h2 id=read>Read</h2><h3 id=what-is-the-estimated-cost-to-read-from-bigtable>What is the estimated cost to read from BigTable?</h3><div><h4>Read BigTable RunTime and EstimatedCost</h4><div class=performance><img src=/images/performance/looks/32/YQ2W3wdNnBXMgDgpzCRbmQWMHjyPvZny.png alt="Read BigTable RunTime and EstimatedCost" loading=lazy></div></div><h3 id=how-has-various-metrics-changed-when-reading-from-b [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/glossary/index.html b/website/generated-content/performance/glossary/index.html
index 01352b4f137..26fa8d2742c 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/index.html b/website/generated-content/performance/index.html
index e0b3a6833c9..2132f8b6e9f 100644
--- a/website/generated-content/performance/index.html
+++ b/website/generated-content/performance/index.html
@@ -40,7 +40,7 @@ various IOs.</p><h1 id=available-metrics>Available Metrics</h1><p>Various metric
<a href=/documentation/programming-guide/#metrics>Metrics API</a>
from a pipeline Job running on <a href=/documentation/runners/dataflow/>Dataflow</a>.</p><p>See the <a href=/performance/glossary>glossary</a> for a list of the metrics and their
definition.</p><h1 id=measured-beam-java-ios>Measured Beam Java IOs</h1><p>See the following pages for performance measures recorded when reading from and
-writing to various Beam IOs.</p><ul><li><a href=/performance/bigquery>BigQuery</a></li><li><a href=/performance/bigtable>BigTable</a></li><li><a href=/performance/textio>TextIO</a></li></ul><h1 id=measured-beam-python-ml-pipelines>Measured Beam Python ML Pipelines</h1><p>See the following pages for performance measures recorded when running various Beam ML pipelines.</p><h2 id=streaming>Streaming</h2><ul><li><a href=/performance/pytorchbertsentimentstreaming>PyTorch Sentiment Analysis St [...]
+writing to various Beam IOs.</p><ul><li><a href=/performance/bigquery>BigQuery</a></li><li><a href=/performance/bigtable>BigTable</a></li><li><a href=/performance/textio>TextIO</a></li></ul><h1 id=measured-beam-python-ml-pipelines>Measured Beam Python ML Pipelines</h1><p>See the following pages for performance measures recorded when running various Beam ML pipelines.</p><h2 id=streaming>Streaming</h2><ul><li><a href=/performance/pytorchbertsentimentstreaming>PyTorch Sentiment Analysis St [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchbertbase/index.html b/website/generated-content/performance/pytorchbertbase/index.html
index ad840bb54c2..6aa024157a0 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchbertlarge/index.html b/website/generated-content/performance/pytorchbertlarge/index.html
index 47cf932fb10..6840daf46d1 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchbertsentimentbatch/index.html b/website/generated-content/performance/pytorchbertsentimentbatch/index.html
index ad3eef753e5..daa69e7ab8c 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchbertsentimentstreaming/index.html b/website/generated-content/performance/pytorchbertsentimentstreaming/index.html
index b26049d1f22..ccfcad7e521 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchresnet101/index.html b/website/generated-content/performance/pytorchresnet101/index.html
index 04888d12904..2757eef2ee0 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchresnet152/index.html b/website/generated-content/performance/pytorchresnet152/index.html
index 5c469298a62..59793ade083 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/pytorchresnet152tesla/index.html b/website/generated-content/performance/pytorchresnet152tesla/index.html
index 7c4547c48d9..e45624c1b83 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/tensorflowmnist/index.html b/website/generated-content/performance/tensorflowmnist/index.html
index 3b3c92ce951..8e5b55e53c3 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/textio/index.html b/website/generated-content/performance/textio/index.html
index 5466b4c1532..f145ea44805 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/performance/vllmgemmabatchtesla/index.html b/website/generated-content/performance/vllmgemmabatchtesla/index.html
index ff547de5370..37e7bafb6d5 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/connectors-go-sdk/index.html b/website/generated-content/roadmap/connectors-go-sdk/index.html
index 919601e9031..d696d4f038f 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/connectors-java-sdk/index.html b/website/generated-content/roadmap/connectors-java-sdk/index.html
index ec2f251ecae..69c0fe3c5f9 100644
--- a/website/generated-content/roadmap/connectors-java-sdk/index.html
+++ b/website/generated-content/roadmap/connectors-java-sdk/index.html
@@ -41,7 +41,7 @@ planned Beam connector for Couchbase.</p><h1 id=influxdb>InfluxDB</h1><p>InfluxD
of time series data. See <a href=https://issues.apache.org/jira/browse/BEAM-2546>BEAM-2546</a> for
more details on the planned Beam connector for InfluxDB.</p><h1 id=memcached>Memcached</h1><p>Memcached is a distributed memory caching system. See
<a href=https://issues.apache.org/jira/browse/BEAM-1678>BEAM-1678</a> for more details on the
-planned Beam connector for Memcached.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
+planned Beam connector for Memcached.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><foo [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/connectors-multi-sdk/index.html b/website/generated-content/roadmap/connectors-multi-sdk/index.html
index a5d9a17a4d9..1a20c3a7c4c 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/connectors-python-sdk/index.html b/website/generated-content/roadmap/connectors-python-sdk/index.html
index 6542ae29f6c..d9677c60029 100644
--- a/website/generated-content/roadmap/connectors-python-sdk/index.html
+++ b/website/generated-content/roadmap/connectors-python-sdk/index.html
@@ -39,7 +39,7 @@
Splittable DoFn API is planned. This is partially blocked till
Splittable DoFn work related to portability framework is finalized.
See <a href=https://issues.apache.org/jira/browse/BEAM-3788>BEAM-3788</a> for more details.</p><h1 id=parquet>Parquet</h1><p>A Python connector for Parquet file format is currently in development.
-See <a href=https://issues.apache.org/jira/browse/BEAM-4444>BEAM-4444</a> for more details.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_ [...]
+See <a href=https://issues.apache.org/jira/browse/BEAM-4444>BEAM-4444</a> for more details.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/dataflow-runner/index.html b/website/generated-content/roadmap/dataflow-runner/index.html
index 9bc713cefd5..1c1f9b64e89 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/euphoria/index.html b/website/generated-content/roadmap/euphoria/index.html
index 5ae74dc0c4b..ab872ac796b 100644
--- a/website/generated-content/roadmap/euphoria/index.html
+++ b/website/generated-content/roadmap/euphoria/index.html
@@ -37,7 +37,7 @@
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/flink-runner/index.html b/website/generated-content/roadmap/flink-runner/index.html
index 7980e617d2c..cab67518f82 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/go-sdk/index.html b/website/generated-content/roadmap/go-sdk/index.html
index 1817573aa0e..3ae6ce4e5c5 100644
--- a/website/generated-content/roadmap/go-sdk/index.html
+++ b/website/generated-content/roadmap/go-sdk/index.html
@@ -38,7 +38,7 @@
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
and can execute pipelines on portable runners, like Flink, Spark, Samza, and Google Cloud Dataflow.</p><p>Current roadmap:</p><ul><li>continue building up unbounded pipeline facing features, as described on the <a href=https://cwiki.apache.org/confluence/display/BEAM/Supporting+Streaming+in+the+Go+SDK>Beam Dev Wiki</a>.</li><li>improve IO support via cross language transforms, and add scalable native transforms. <a href=/roadmap/connectors-go-sdk/>Go SDK Connector Roadmap</a></li></ul><p [...]
Contributions are welcome. Please contact the <a href="mailto:dev@beam.apache.org?subject=%5BGo%20SDK%5D%20How%20can%20I%20help%3F">dev list</a>
-for assistance in finding a place to help out.</p><ul><li>Issues: <a href="https://github.com/apache/beam/issues?q=is%3Aopen+is%3Aissue+label%3Asdk-go">sdk-go</a></li><li>Contact: Robert Burke (@lostluck) <a href="mailto:lostluck@apache.org?subject=%5BGo%20SDK%20Roadmap%5D">Email</a> - Please also cc the <a href=mailto:dev@beam.apache.org>dev@beam.apache.org</a> list. I strongly prefer public discussion of Go SDK matters.</li></ul><div class=feedback><p class=update>Last updated on 2026/ [...]
+for assistance in finding a place to help out.</p><ul><li>Issues: <a href="https://github.com/apache/beam/issues?q=is%3Aopen+is%3Aissue+label%3Asdk-go">sdk-go</a></li><li>Contact: Robert Burke (@lostluck) <a href="mailto:lostluck@apache.org?subject=%5BGo%20SDK%20Roadmap%5D">Email</a> - Please also cc the <a href=mailto:dev@beam.apache.org>dev@beam.apache.org</a> list. I strongly prefer public discussion of Go SDK matters.</li></ul><div class=feedback><p class=update>Last updated on 2026/ [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/index.html b/website/generated-content/roadmap/index.html
index a0513f18ae2..5a3364bcf2d 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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?u [...]
+Learn more about portable schemas from this <a href=https://s.apache.org/portable-schemas-seattle>presentation</a>.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/java-sdk/index.html b/website/generated-content/roadmap/java-sdk/index.html
index acdcce3b97e..773d4a8e54f 100644
--- a/website/generated-content/roadmap/java-sdk/index.html
+++ b/website/generated-content/roadmap/java-sdk/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
-about the scope and info on the various tasks please see the GitHub Issue.</p><ul><li>GitHub: <a href=https://github.com/apache/beam/issues/35627>#35627</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6 [...]
+about the scope and info on the various tasks please see the GitHub Issue.</p><ul><li>GitHub: <a href=https://github.com/apache/beam/issues/35627>#35627</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/nemo-runner/index.html b/website/generated-content/roadmap/nemo-runner/index.html
index bdb96dc7e15..34a76bb1828 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/portability/index.html b/website/generated-content/roadmap/portability/index.html
index e3970588dc5..191b1b79d50 100644
--- a/website/generated-content/roadmap/portability/index.html
+++ b/website/generated-content/roadmap/portability/index.html
@@ -97,7 +97,7 @@ how to run portable pipelines on top of Flink.</p><h3 id=python-on-spark>Running
Please see the <a href=/documentation/runners/spark/>Spark Runner page</a> for more information on
how to run portable pipelines on top of Spark.</p><p>Python streaming mode is not yet supported on Spark.</p><h2 id=sdk-harness-config>SDK Harness Configuration</h2><p>See <a href=/documentation/runtime/sdk-harness-config/>here</a> for more information on SDK harness deployment options
and <a href="https://docs.google.com/presentation/d/1Cso0XP9dmj77OD9Bd53C1M3W1sPJF0ZnA20gzb2BPhE/edit?usp=sharing">here</a>
-for what goes into writing a portable SDK.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div [...]
+for what goes into writing a portable SDK.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-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/roadmap/prism-runner/index.html b/website/generated-content/roadmap/prism-runner/index.html
index 223f072656b..a180b121f72 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/python-sdk/index.html b/website/generated-content/roadmap/python-sdk/index.html
index 2ec5b3f8d0a..e48c5e95835 100644
--- a/website/generated-content/roadmap/python-sdk/index.html
+++ b/website/generated-content/roadmap/python-sdk/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 a1b4abacd4a..f1b2dcfdc01 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(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/spark-runner/index.html b/website/generated-content/roadmap/spark-runner/index.html
index c23a255ec58..34d2a0aa71c 100644
--- a/website/generated-content/roadmap/spark-runner/index.html
+++ b/website/generated-content/roadmap/spark-runner/index.html
@@ -36,7 +36,7 @@
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("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 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.goog [...]
+tasks please refer to the JIRA ticket.</p><ul><li>JIRA: <a href=https://issues.apache.org/jira/browse/BEAM-7093>BEAM-7093</a></li><li>Contact: <a href=mailto:iemejia@apache.org>Ismaël Mejía</a></li></ul><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all 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 [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/sql/index.html b/website/generated-content/roadmap/sql/index.html
index 554203f62d4..744fb2eab29 100644
--- a/website/generated-content/roadmap/sql/index.html
+++ b/website/generated-content/roadmap/sql/index.html
@@ -35,7 +35,7 @@
<img class=banner-img-mobile src=/images/banners/tour-of-beam/tour-of-beam-mobile.png alt="Start Tour of Beam"></a></div><div class=swiper-slide><a href=https://beam.apache.org/documentation/ml/overview/><img class=banner-img-desktop src=/images/banners/machine-learning/machine-learning-desktop.jpg alt="Machine Learning">
<img class=banner-img-mobile src=/images/banners/machine-learning/machine-learning-mobile.jpg alt="Machine Learning"></a></div></div><div class=swiper-pagination></div><div class=swiper-button-prev></div><div class=swiper-button-next></div></div><script src=/js/swiper-bundle.min.min.e0e8f81b0b15728d35ff73c07f42ddbb17a108d6f23df4953cb3e60df7ade675.js></script>
<script src=/js/sliders/top-banners.min.afa7d0a19acf7a3b28ca369490b3d401a619562a2a4c9612577be2f66a4b9855.js></script>
-<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
+<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass(" [...]
<a href=https://www.apache.org>The Apache Software Foundation</a>
| <a href=/privacy_policy>Privacy Policy</a>
| <a href=/feed.xml>RSS Feed</a><br><br>Apache Beam, Apache, Beam, the Beam logo, and the Apache feather logo are either registered trademarks or trademarks of The Apache Software Foundation. All other products or name brands are trademarks of their respective holders, including The Apache Software Foundation.</div></div><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col--group><div class=footer__cols__col__logo><a href=https://github.com/apache/beam><im [...]
\ No newline at end of file
diff --git a/website/generated-content/roadmap/twister2-runner/index.html b/website/generated-content/roadmap/twister2-runner/index.html
index 89d58d0653f..d13575f56c2 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 5627f0eb3f6..ca1cc68b44e 100644
--- a/website/generated-content/security/index.html
+++ b/website/generated-content/security/index.html
@@ -49,7 +49,7 @@ the certificate verification disables trust verification in every case. This
exclusion also gets registered globally which disables trust checking for any
code running in the same JVM.</p><p>Mitigation:
Users of the affected versions should apply one of the following mitigations:</p><ul><li>Upgrade to Apache Beam 2.17.0 or later</li></ul><p>Acknowledgements:
-This issue was reported (and fixed) by Colm Ó hÉigeartaigh.</p><div class=feedback><p class=update>Last updated on 2026/03/10</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button> [...]
+This issue was reported (and fixed) by Colm Ó hÉigeartaigh.</p><div class=feedback><p class=update>Last updated on 2026/03/11</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><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 6041e89e253..551d1c17848 100644
--- a/website/generated-content/sitemap.xml
+++ b/website/generated-content/sitemap.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml"><url><loc>/blog/beam-2.71.0/</loc><lastmod>2026-03-10T22:41:12-07:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-03-10T22:41:12-07:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-03-10T22:41:12-07:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-03-10T22:41:12-07:00</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-2.71.0/</loc><lastmod>2026-03-11T12:20:59-04:00</lastmod></url><url><loc>/categories/blog/</loc><lastmod>2026-03-11T12:20:59-04:00</lastmod></url><url><loc>/blog/</loc><lastmod>2026-03-11T12:20:59-04:00</lastmod></url><url><loc>/categories/</loc><lastmod>2026-03-11T12:20:59-04:00</lastmod></url><url><loc>/catego [...]
\ No newline at end of file