diff --git a/airflow-core/tests/unit/always/test_example_dags.py b/airflow-core/tests/unit/always/test_example_dags.py
index b45845404ae53..c9b69106f3f49 100644
--- a/airflow-core/tests/unit/always/test_example_dags.py
+++ b/airflow-core/tests/unit/always/test_example_dags.py
@@ -70,18 +70,6 @@
     # Ray uses pydantic v1 internally, which fails to infer types in Python 3.14.
     # TODO: remove once ray releases a version with Python 3.14 support.
     "providers/google/tests/system/google/cloud/ray/example_ray_job.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_go.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_java_streaming.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_native_java.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_native_python.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_native_python_async.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_pipeline.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_pipeline_streaming.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_sensors_deferrable.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_streaming_python.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_template.py",
-    "providers/google/tests/system/google/cloud/dataflow/example_dataflow_yaml.py",
-    "providers/google/tests/system/google/cloud/gcs/example_firestore.py",
 )
 
 LONGER_IMPORT_TIMEOUTS: dict[str, float] = {
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index 6918fd8b63769..8f1b7b2df79c9 100644
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-</text><text class="breeze-build-docs-r5" x="0" y="630" textLength="1464" clip-path="url(#breeze-build-docs-line-25)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-build-docs-r1" x="1464" y="630" textLength="12.2" clip-path="url(#breeze-build-docs-line-25)">
-</text><text class="breeze-build-docs-r5" x="0" y="654.4" textLength="24.4" clip-path="url(#breeze-build-docs-line-26)">╭─</text><text class="breeze-build-docs-r5" x="24.4" y="654.4" textLength="268.4" clip-path="url(#breeze-build-docs-line-26)">&#160;Cleaning&#160;inventories&#160;</text><text class="breeze-build-docs-r5" x="292.8" y="654.4" textLength="1146.8" clip-path="url(#breeze-build-docs-line-26)">──────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-build-docs-r5" x="1439.6" y="654.4" textLength="24.4" clip-path="url(#breeze-build-docs-line-26)">─╮</text><text class="breeze-build-docs-r1" x="1464" y="654.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-26)">
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+</text><text class="breeze-build-docs-r5" x="0" y="800.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-32)">│</text><text class="breeze-build-docs-r1" x="549" y="800.8" textLength="463.6" clip-path="url(#breeze-build-docs-line-32)">if&#160;they&#160;are&#160;already&#160;downloaded.&#160;With&#160;`</text><text class="breeze-build-docs-r4" x="1012.6" y="800.8" textLength="158.6" clip-path="url(#breeze-build-docs-line-32)">--clean-build</text><text class="breeze-build-docs-r1" x="1171.2" y="800.8" textLength="268.4" clip-path="url(#breeze-build-docs-line-32)">`&#160;-&#160;everything&#160;is&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r5" x="1451.8" y="800.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-32)">│</text><text class="breeze-build-docs-r1" x="1464" y="800.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-32)">
+</text><text class="breeze-build-docs-r5" x="0" y="825.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-33)">│</text><text class="breeze-build-docs-r1" x="549" y="825.2" textLength="890.6" clip-path="url(#breeze-build-docs-line-33)">cleaned.&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r5" x="1451.8" y="825.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-33)">│</text><text class="breeze-build-docs-r1" x="1464" y="825.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-33)">
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+</text><text class="breeze-build-docs-r5" x="0" y="898.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-36)">│</text><text class="breeze-build-docs-r1" x="549" y="898.4" textLength="890.6" clip-path="url(#breeze-build-docs-line-36)">the&#160;build.&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r5" x="1451.8" y="898.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-36)">│</text><text class="breeze-build-docs-r1" x="1464" y="898.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-36)">
+</text><text class="breeze-build-docs-r5" x="0" y="922.8" textLength="1464" clip-path="url(#breeze-build-docs-line-37)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-build-docs-r1" x="1464" y="922.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-37)">
+</text><text class="breeze-build-docs-r5" x="0" y="947.2" textLength="24.4" clip-path="url(#breeze-build-docs-line-38)">╭─</text><text class="breeze-build-docs-r5" x="24.4" y="947.2" textLength="231.8" clip-path="url(#breeze-build-docs-line-38)">&#160;Filtering&#160;options&#160;</text><text class="breeze-build-docs-r5" x="256.2" y="947.2" textLength="1183.4" clip-path="url(#breeze-build-docs-line-38)">─────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-build-docs-r5" x="1439.6" y="947.2" textLength="24.4" clip-path="url(#breeze-build-docs-line-38)">─╮</text><text class="breeze-build-docs-r1" x="1464" y="947.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-38)">
+</text><text class="breeze-build-docs-r5" x="0" y="971.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-39)">│</text><text class="breeze-build-docs-r4" x="24.4" y="971.6" textLength="353.8" clip-path="url(#breeze-build-docs-line-39)">--sdk&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r1" x="402.6" y="971.6" textLength="305" clip-path="url(#breeze-build-docs-line-39)">Select&#160;SDK&#160;toolchain(s).&#160;</text><text class="breeze-build-docs-r7" x="707.6" y="971.6" textLength="231.8" clip-path="url(#breeze-build-docs-line-39)">(java&#160;|&#160;typescript)</text><text class="breeze-build-docs-r5" x="1451.8" y="971.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-39)">│</text><text class="breeze-build-docs-r1" x="1464" y="971.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-39)">
+</text><text class="breeze-build-docs-r5" x="0" y="996" textLength="12.2" clip-path="url(#breeze-build-docs-line-40)">│</text><text class="breeze-build-docs-r4" x="24.4" y="996" textLength="353.8" clip-path="url(#breeze-build-docs-line-40)">--package-filter&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r1" x="402.6" y="996" textLength="1037" clip-path="url(#breeze-build-docs-line-40)">Filter(s)&#160;to&#160;use&#160;more&#160;than&#160;one&#160;can&#160;be&#160;specified.&#160;You&#160;can&#160;use&#160;glob&#160;pattern&#160;matching&#160;&#160;&#160;</text><text class="breeze-build-docs-r5" x="1451.8" y="996" textLength="12.2" clip-path="url(#breeze-build-docs-line-40)">│</text><text class="breeze-build-docs-r1" x="1464" y="996" textLength="12.2" clip-path="url(#breeze-build-docs-line-40)">
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+</text><text class="breeze-build-docs-r5" x="0" y="1069.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-43)">│</text><text class="breeze-build-docs-r4" x="24.4" y="1069.2" textLength="353.8" clip-path="url(#breeze-build-docs-line-43)">--include-not-ready-providers</text><text class="breeze-build-docs-r1" x="402.6" y="1069.2" textLength="817.4" clip-path="url(#breeze-build-docs-line-43)">Whether&#160;to&#160;include&#160;providers&#160;that&#160;are&#160;not&#160;yet&#160;ready&#160;to&#160;be&#160;released.</text><text class="breeze-build-docs-r5" x="1451.8" y="1069.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-43)">│</text><text class="breeze-build-docs-r1" x="1464" y="1069.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-43)">
+</text><text class="breeze-build-docs-r5" x="0" y="1093.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-44)">│</text><text class="breeze-build-docs-r4" x="24.4" y="1093.6" textLength="353.8" clip-path="url(#breeze-build-docs-line-44)">--include-removed-providers&#160;&#160;</text><text class="breeze-build-docs-r1" x="402.6" y="1093.6" textLength="561.2" clip-path="url(#breeze-build-docs-line-44)">Whether&#160;to&#160;include&#160;providers&#160;that&#160;are&#160;removed.</text><text class="breeze-build-docs-r5" x="1451.8" y="1093.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-44)">│</text><text class="breeze-build-docs-r1" x="1464" y="1093.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-44)">
+</text><text class="breeze-build-docs-r5" x="0" y="1118" textLength="1464" clip-path="url(#breeze-build-docs-line-45)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-build-docs-r1" x="1464" y="1118" textLength="12.2" clip-path="url(#breeze-build-docs-line-45)">
+</text><text class="breeze-build-docs-r5" x="0" y="1142.4" textLength="24.4" clip-path="url(#breeze-build-docs-line-46)">╭─</text><text class="breeze-build-docs-r5" x="24.4" y="1142.4" textLength="170.8" clip-path="url(#breeze-build-docs-line-46)">&#160;Misc&#160;options&#160;</text><text class="breeze-build-docs-r5" x="195.2" y="1142.4" textLength="1244.4" clip-path="url(#breeze-build-docs-line-46)">──────────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-build-docs-r5" x="1439.6" y="1142.4" textLength="24.4" clip-path="url(#breeze-build-docs-line-46)">─╮</text><text class="breeze-build-docs-r1" x="1464" y="1142.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-46)">
+</text><text class="breeze-build-docs-r5" x="0" y="1166.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-47)">│</text><text class="breeze-build-docs-r4" x="24.4" y="1166.8" textLength="244" clip-path="url(#breeze-build-docs-line-47)">--include-commits&#160;&#160;&#160;</text><text class="breeze-build-docs-r1" x="341.6" y="1166.8" textLength="451.4" clip-path="url(#breeze-build-docs-line-47)">Include&#160;commits&#160;in&#160;the&#160;documentation.</text><text class="breeze-build-docs-r5" x="1451.8" y="1166.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-47)">│</text><text class="breeze-build-docs-r1" x="1464" y="1166.8" textLength="12.2" clip-path="url(#breeze-build-docs-line-47)">
+</text><text class="breeze-build-docs-r5" x="0" y="1191.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-48)">│</text><text class="breeze-build-docs-r4" x="24.4" y="1191.2" textLength="244" clip-path="url(#breeze-build-docs-line-48)">--github-repository&#160;</text><text class="breeze-build-docs-r6" x="292.8" y="1191.2" textLength="24.4" clip-path="url(#breeze-build-docs-line-48)">-g</text><text class="breeze-build-docs-r1" x="341.6" y="1191.2" textLength="597.8" clip-path="url(#breeze-build-docs-line-48)">GitHub&#160;repository&#160;used&#160;to&#160;pull,&#160;push&#160;run&#160;images.&#160;</text><text class="breeze-build-docs-r5" x="939.4" y="1191.2" textLength="305" clip-path="url(#breeze-build-docs-line-48)">[default:&#160;apache/airflow]</text><text class="breeze-build-docs-r7" x="1256.6" y="1191.2" textLength="73.2" clip-path="url(#breeze-build-docs-line-48)">(TEXT)</text><text class="breeze-build-docs-r5" x="1451.8" y="1191.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-48)">│</text><text class="breeze-build-docs-r1" x="1464" y="1191.2" textLength="12.2" clip-path="url(#breeze-build-docs-line-48)">
+</text><text class="breeze-build-docs-r5" x="0" y="1215.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-49)">│</text><text class="breeze-build-docs-r4" x="24.4" y="1215.6" textLength="244" clip-path="url(#breeze-build-docs-line-49)">--builder&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r1" x="341.6" y="1215.6" textLength="768.6" clip-path="url(#breeze-build-docs-line-49)">Buildx&#160;builder&#160;used&#160;to&#160;perform&#160;`docker&#160;buildx&#160;build`&#160;commands.&#160;</text><text class="breeze-build-docs-r5" x="1110.2" y="1215.6" textLength="256.2" clip-path="url(#breeze-build-docs-line-49)">[default:&#160;autodetect]</text><text class="breeze-build-docs-r5" x="1451.8" y="1215.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-49)">│</text><text class="breeze-build-docs-r1" x="1464" y="1215.6" textLength="12.2" clip-path="url(#breeze-build-docs-line-49)">
+</text><text class="breeze-build-docs-r5" x="0" y="1240" textLength="12.2" clip-path="url(#breeze-build-docs-line-50)">│</text><text class="breeze-build-docs-r7" x="341.6" y="1240" textLength="73.2" clip-path="url(#breeze-build-docs-line-50)">(TEXT)</text><text class="breeze-build-docs-r5" x="1451.8" y="1240" textLength="12.2" clip-path="url(#breeze-build-docs-line-50)">│</text><text class="breeze-build-docs-r1" x="1464" y="1240" textLength="12.2" clip-path="url(#breeze-build-docs-line-50)">
+</text><text class="breeze-build-docs-r5" x="0" y="1264.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-51)">│</text><text class="breeze-build-docs-r4" x="24.4" y="1264.4" textLength="244" clip-path="url(#breeze-build-docs-line-51)">--distributions-list</text><text class="breeze-build-docs-r1" x="341.6" y="1264.4" textLength="1098" clip-path="url(#breeze-build-docs-line-51)">Optional,&#160;contains&#160;space&#160;separated&#160;list&#160;of&#160;package&#160;ids&#160;that&#160;are&#160;processed&#160;for&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-build-docs-r5" x="1451.8" y="1264.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-51)">│</text><text class="breeze-build-docs-r1" x="1464" y="1264.4" textLength="12.2" clip-path="url(#breeze-build-docs-line-51)">
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diff --git a/dev/breeze/doc/images/output_build-docs.txt b/dev/breeze/doc/images/output_build-docs.txt
index c532c1df7a877..a9afc4adc2b52 100644
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+++ b/dev/breeze/doc/images/output_build-docs.txt
@@ -1 +1 @@
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index ec15befcabd38..87989490bf6f2 100644
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+++ b/dev/breeze/doc/images/output_release-management_add-back-references.svg
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index 4cdc1d4f62f23..3849663585729 100644
--- a/dev/breeze/doc/images/output_release-management_add-back-references.txt
+++ b/dev/breeze/doc/images/output_release-management_add-back-references.txt
@@ -1 +1 @@
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index de7a137ca904d..526a8e0673c7d 100644
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index a78f36b3ac39c..0127a1ba5a0dd 100644
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diff --git a/dev/breeze/doc/images/output_release-management_generate-issue-content-providers.txt b/dev/breeze/doc/images/output_release-management_generate-issue-content-providers.txt
index a249fc1a2edf6..8d32ec722314a 100644
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+++ b/dev/breeze/doc/images/output_release-management_generate-issue-content-providers.txt
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diff --git a/dev/breeze/doc/images/output_release-management_prepare-provider-distributions.svg b/dev/breeze/doc/images/output_release-management_prepare-provider-distributions.svg
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diff --git a/dev/breeze/doc/images/output_release-management_prepare-provider-documentation.txt b/dev/breeze/doc/images/output_release-management_prepare-provider-documentation.txt
index 8b5412434a2b0..1f701c993e90a 100644
--- a/dev/breeze/doc/images/output_release-management_prepare-provider-documentation.txt
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class="breeze-release-management-publish-docs-r4" x="1098" y="361.6" textLength="73.2" clip-path="url(#breeze-release-management-publish-docs-line-14)">yandex</text><text class="breeze-release-management-publish-docs-r1" x="1171.2" y="361.6" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-14)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="1207.8" y="361.6" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-14)">ydb</text><text class="breeze-release-management-publish-docs-r1" x="1244.4" y="361.6" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-14)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="1281" y="361.6" textLength="85.4" clip-path="url(#breeze-release-management-publish-docs-line-14)">zendesk</text><text class="breeze-release-management-publish-docs-r1" x="1366.4" y="361.6" textLength="85.4" clip-path="url(#breeze-release-management-publish-docs-line-14)">]...&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="361.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-14)">
-</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="386" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-15)">
-</text><text class="breeze-release-management-publish-docs-r1" x="12.2" y="410.4" textLength="707.6" clip-path="url(#breeze-release-management-publish-docs-line-16)">Command&#160;to&#160;publish&#160;generated&#160;documentation&#160;to&#160;airflow-site</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="410.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-16)">
-</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="434.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-17)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="459.2" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-18)">╭─</text><text class="breeze-release-management-publish-docs-r5" x="24.4" y="459.2" textLength="170.8" clip-path="url(#breeze-release-management-publish-docs-line-18)">&#160;Publish&#160;Docs&#160;</text><text class="breeze-release-management-publish-docs-r5" x="195.2" y="459.2" textLength="1244.4" clip-path="url(#breeze-release-management-publish-docs-line-18)">──────────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-release-management-publish-docs-r5" x="1439.6" y="459.2" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-18)">─╮</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="459.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-18)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="483.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-19)">│</text><text class="breeze-release-management-publish-docs-r6" x="24.4" y="483.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-19)">*</text><text class="breeze-release-management-publish-docs-r4" x="61" y="483.6" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-19)">--airflow-site-directory&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r7" x="439.2" y="483.6" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-19)">-a</text><text class="breeze-release-management-publish-docs-r1" x="488" y="483.6" textLength="610" clip-path="url(#breeze-release-management-publish-docs-line-19)">Local&#160;directory&#160;path&#160;of&#160;cloned&#160;airflow-site&#160;repo.&#160;</text><text class="breeze-release-management-publish-docs-r8" x="1098" y="483.6" textLength="122" clip-path="url(#breeze-release-management-publish-docs-line-19)">[required]</text><text class="breeze-release-management-publish-docs-r9" x="1232.2" y="483.6" textLength="134.2" clip-path="url(#breeze-release-management-publish-docs-line-19)">(DIRECTORY)</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="483.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-19)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="483.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-19)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="508" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-20)">--include-not-ready-providers</text><text class="breeze-release-management-publish-docs-r1" x="488" y="508" textLength="817.4" clip-path="url(#breeze-release-management-publish-docs-line-20)">Whether&#160;to&#160;include&#160;providers&#160;that&#160;are&#160;not&#160;yet&#160;ready&#160;to&#160;be&#160;released.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="532.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="532.4" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-21)">--include-removed-providers&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="488" y="532.4" textLength="561.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">Whether&#160;to&#160;include&#160;providers&#160;that&#160;are&#160;removed.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="532.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="532.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="556.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="556.8" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-22)">--override-versioned&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r7" x="439.2" y="556.8" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-22)">-s</text><text class="breeze-release-management-publish-docs-r1" x="488" y="556.8" textLength="390.4" clip-path="url(#breeze-release-management-publish-docs-line-22)">Overrides&#160;versioned&#160;directories.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="556.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="556.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="581.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-23)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="581.2" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-23)">--package-filter&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="488" y="581.2" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-23)">Filter(s)&#160;to&#160;use&#160;more&#160;than&#160;one&#160;can&#160;be&#160;specified.&#160;You&#160;can&#160;use&#160;glob&#160;pattern&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="581.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-23)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="581.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-23)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="605.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-24)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="605.6" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-24)">matching&#160;the&#160;full&#160;package&#160;name,&#160;for&#160;example&#160;`apache-airflow-providers-*`.&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="605.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-24)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="605.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-24)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="630" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-25)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="630" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-25)">Useful&#160;when&#160;you&#160;want&#160;to&#160;selectseveral&#160;similarly&#160;named&#160;packages&#160;together.&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="630" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-25)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="630" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-25)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="654.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">│</text><text class="breeze-release-management-publish-docs-r9" x="488" y="654.4" textLength="73.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">(TEXT)</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="654.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="654.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="678.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="678.8" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-27)">--distributions-list&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="488" y="678.8" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-27)">Optional,&#160;contains&#160;space&#160;separated&#160;list&#160;of&#160;package&#160;ids&#160;that&#160;are&#160;processed&#160;for&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="678.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="678.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="703.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-28)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="703.2" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-28)">documentation&#160;building,&#160;and&#160;document&#160;publishing.&#160;It&#160;is&#160;an&#160;easier&#160;alternative&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="703.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-28)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="703.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-28)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="727.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-29)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="727.6" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-29)">to&#160;adding&#160;individual&#160;packages&#160;as&#160;arguments&#160;to&#160;every&#160;command.&#160;This&#160;overrides&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="727.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-29)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="727.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-29)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="752" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="752" textLength="414.8" clip-path="url(#breeze-release-management-publish-docs-line-30)">the&#160;packages&#160;passed&#160;as&#160;arguments.&#160;</text><text class="breeze-release-management-publish-docs-r9" x="902.8" y="752" textLength="73.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">(TEXT)</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="752" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="752" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="776.4" textLength="1464" clip-path="url(#breeze-release-management-publish-docs-line-31)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="776.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-31)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="800.8" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-32)">╭─</text><text class="breeze-release-management-publish-docs-r5" x="24.4" y="800.8" textLength="219.6" clip-path="url(#breeze-release-management-publish-docs-line-32)">&#160;Parallel&#160;running&#160;</text><text class="breeze-release-management-publish-docs-r5" x="244" y="800.8" textLength="1195.6" clip-path="url(#breeze-release-management-publish-docs-line-32)">──────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-release-management-publish-docs-r5" x="1439.6" y="800.8" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-32)">─╮</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="800.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-32)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="825.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-33)">│</text><text class="breeze-release-management-publish-docs-r4" x="24.4" y="825.2" textLength="207.4" clip-path="url(#breeze-release-management-publish-docs-line-33)">--debug-resources</text><text class="breeze-release-management-publish-docs-r1" x="256.2" y="825.2" textLength="768.6" clip-path="url(#breeze-release-management-publish-docs-line-33)">Whether&#160;to&#160;show&#160;resource&#160;information&#160;while&#160;running&#160;in&#160;parallel.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="825.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-33)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="825.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-33)">
-</text><text class="breeze-release-management-publish-docs-r5" x="0" y="849.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">│</text><text class="breeze-release-management-publish-docs-r4" x="24.4" y="849.6" textLength="207.4" clip-path="url(#breeze-release-management-publish-docs-line-34)">--parallelism&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="256.2" y="849.6" textLength="927.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">Maximum&#160;number&#160;of&#160;processes&#160;to&#160;use&#160;while&#160;running&#160;the&#160;operation&#160;in&#160;parallel.&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1183.4" y="849.6" textLength="146.4" clip-path="url(#breeze-release-management-publish-docs-line-34)">[default:&#160;4]</text><text class="breeze-release-management-publish-docs-r9" x="1342" y="849.6" textLength="97.6" clip-path="url(#breeze-release-management-publish-docs-line-34)">(INTEGER</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="849.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="849.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">
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x="1134.6" y="361.6" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-14)">sdk</text><text class="breeze-release-management-publish-docs-r1" x="1171.2" y="361.6" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-14)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="1207.8" y="361.6" textLength="85.4" clip-path="url(#breeze-release-management-publish-docs-line-14)">vertica</text><text class="breeze-release-management-publish-docs-r1" x="1293.2" y="361.6" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-14)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="1329.8" y="361.6" textLength="61" clip-path="url(#breeze-release-management-publish-docs-line-14)">vespa</text><text class="breeze-release-management-publish-docs-r1" x="1390.8" y="361.6" textLength="61" clip-path="url(#breeze-release-management-publish-docs-line-14)">&#160;|&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="361.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-14)">
+</text><text class="breeze-release-management-publish-docs-r4" x="12.2" y="386" textLength="97.6" clip-path="url(#breeze-release-management-publish-docs-line-15)">weaviate</text><text class="breeze-release-management-publish-docs-r1" x="109.8" y="386" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-15)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="146.4" y="386" textLength="73.2" clip-path="url(#breeze-release-management-publish-docs-line-15)">yandex</text><text class="breeze-release-management-publish-docs-r1" x="219.6" y="386" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-15)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="256.2" y="386" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-15)">ydb</text><text class="breeze-release-management-publish-docs-r1" x="292.8" y="386" textLength="36.6" clip-path="url(#breeze-release-management-publish-docs-line-15)">&#160;|&#160;</text><text class="breeze-release-management-publish-docs-r4" x="329.4" y="386" textLength="85.4" clip-path="url(#breeze-release-management-publish-docs-line-15)">zendesk</text><text class="breeze-release-management-publish-docs-r1" x="414.8" y="386" textLength="1037" clip-path="url(#breeze-release-management-publish-docs-line-15)">]...&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="386" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-15)">
+</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="410.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-16)">
+</text><text class="breeze-release-management-publish-docs-r1" x="12.2" y="434.8" textLength="707.6" clip-path="url(#breeze-release-management-publish-docs-line-17)">Command&#160;to&#160;publish&#160;generated&#160;documentation&#160;to&#160;airflow-site</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="434.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-17)">
+</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="459.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-18)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="483.6" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-19)">╭─</text><text class="breeze-release-management-publish-docs-r5" x="24.4" y="483.6" textLength="170.8" clip-path="url(#breeze-release-management-publish-docs-line-19)">&#160;Publish&#160;Docs&#160;</text><text class="breeze-release-management-publish-docs-r5" x="195.2" y="483.6" textLength="1244.4" clip-path="url(#breeze-release-management-publish-docs-line-19)">──────────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-release-management-publish-docs-r5" x="1439.6" y="483.6" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-19)">─╮</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="483.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-19)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">│</text><text class="breeze-release-management-publish-docs-r6" x="24.4" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">*</text><text class="breeze-release-management-publish-docs-r4" x="61" y="508" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-20)">--airflow-site-directory&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r7" x="439.2" y="508" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-20)">-a</text><text class="breeze-release-management-publish-docs-r1" x="488" y="508" textLength="610" clip-path="url(#breeze-release-management-publish-docs-line-20)">Local&#160;directory&#160;path&#160;of&#160;cloned&#160;airflow-site&#160;repo.&#160;</text><text class="breeze-release-management-publish-docs-r8" x="1098" y="508" textLength="122" clip-path="url(#breeze-release-management-publish-docs-line-20)">[required]</text><text class="breeze-release-management-publish-docs-r9" x="1232.2" y="508" textLength="134.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">(DIRECTORY)</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="508" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-20)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="532.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="532.4" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-21)">--include-not-ready-providers</text><text class="breeze-release-management-publish-docs-r1" x="488" y="532.4" textLength="817.4" clip-path="url(#breeze-release-management-publish-docs-line-21)">Whether&#160;to&#160;include&#160;providers&#160;that&#160;are&#160;not&#160;yet&#160;ready&#160;to&#160;be&#160;released.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="532.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="532.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-21)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="556.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="556.8" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-22)">--include-removed-providers&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="488" y="556.8" textLength="561.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">Whether&#160;to&#160;include&#160;providers&#160;that&#160;are&#160;removed.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="556.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="556.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-22)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="581.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-23)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="581.2" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-23)">--override-versioned&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r7" x="439.2" y="581.2" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-23)">-s</text><text class="breeze-release-management-publish-docs-r1" x="488" y="581.2" textLength="390.4" clip-path="url(#breeze-release-management-publish-docs-line-23)">Overrides&#160;versioned&#160;directories.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="581.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-23)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="581.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-23)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="605.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-24)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="605.6" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-24)">--package-filter&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="488" y="605.6" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-24)">Filter(s)&#160;to&#160;use&#160;more&#160;than&#160;one&#160;can&#160;be&#160;specified.&#160;You&#160;can&#160;use&#160;glob&#160;pattern&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="605.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-24)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="605.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-24)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="630" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-25)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="630" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-25)">matching&#160;the&#160;full&#160;package&#160;name,&#160;for&#160;example&#160;`apache-airflow-providers-*`.&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="630" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-25)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="630" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-25)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="654.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="654.4" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-26)">Useful&#160;when&#160;you&#160;want&#160;to&#160;selectseveral&#160;similarly&#160;named&#160;packages&#160;together.&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="654.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="654.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-26)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="678.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">│</text><text class="breeze-release-management-publish-docs-r9" x="488" y="678.8" textLength="73.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">(TEXT)</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="678.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="678.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-27)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="703.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-28)">│</text><text class="breeze-release-management-publish-docs-r4" x="61" y="703.2" textLength="353.8" clip-path="url(#breeze-release-management-publish-docs-line-28)">--distributions-list&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="488" y="703.2" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-28)">Optional,&#160;contains&#160;space&#160;separated&#160;list&#160;of&#160;package&#160;ids&#160;that&#160;are&#160;processed&#160;for&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="703.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-28)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="703.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-28)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="727.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-29)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="727.6" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-29)">documentation&#160;building,&#160;and&#160;document&#160;publishing.&#160;It&#160;is&#160;an&#160;easier&#160;alternative&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="727.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-29)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="727.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-29)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="752" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="752" textLength="951.6" clip-path="url(#breeze-release-management-publish-docs-line-30)">to&#160;adding&#160;individual&#160;packages&#160;as&#160;arguments&#160;to&#160;every&#160;command.&#160;This&#160;overrides&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="752" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="752" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-30)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="776.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-31)">│</text><text class="breeze-release-management-publish-docs-r1" x="488" y="776.4" textLength="414.8" clip-path="url(#breeze-release-management-publish-docs-line-31)">the&#160;packages&#160;passed&#160;as&#160;arguments.&#160;</text><text class="breeze-release-management-publish-docs-r9" x="902.8" y="776.4" textLength="73.2" clip-path="url(#breeze-release-management-publish-docs-line-31)">(TEXT)</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="776.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-31)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="776.4" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-31)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="800.8" textLength="1464" clip-path="url(#breeze-release-management-publish-docs-line-32)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="800.8" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-32)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="825.2" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-33)">╭─</text><text class="breeze-release-management-publish-docs-r5" x="24.4" y="825.2" textLength="219.6" clip-path="url(#breeze-release-management-publish-docs-line-33)">&#160;Parallel&#160;running&#160;</text><text class="breeze-release-management-publish-docs-r5" x="244" y="825.2" textLength="1195.6" clip-path="url(#breeze-release-management-publish-docs-line-33)">──────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-release-management-publish-docs-r5" x="1439.6" y="825.2" textLength="24.4" clip-path="url(#breeze-release-management-publish-docs-line-33)">─╮</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="825.2" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-33)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="849.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">│</text><text class="breeze-release-management-publish-docs-r4" x="24.4" y="849.6" textLength="207.4" clip-path="url(#breeze-release-management-publish-docs-line-34)">--debug-resources</text><text class="breeze-release-management-publish-docs-r1" x="256.2" y="849.6" textLength="768.6" clip-path="url(#breeze-release-management-publish-docs-line-34)">Whether&#160;to&#160;show&#160;resource&#160;information&#160;while&#160;running&#160;in&#160;parallel.</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="849.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="849.6" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-34)">
+</text><text class="breeze-release-management-publish-docs-r5" x="0" y="874" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-35)">│</text><text class="breeze-release-management-publish-docs-r4" x="24.4" y="874" textLength="207.4" clip-path="url(#breeze-release-management-publish-docs-line-35)">--parallelism&#160;&#160;&#160;&#160;</text><text class="breeze-release-management-publish-docs-r1" x="256.2" y="874" textLength="927.2" clip-path="url(#breeze-release-management-publish-docs-line-35)">Maximum&#160;number&#160;of&#160;processes&#160;to&#160;use&#160;while&#160;running&#160;the&#160;operation&#160;in&#160;parallel.&#160;</text><text class="breeze-release-management-publish-docs-r5" x="1183.4" y="874" textLength="146.4" clip-path="url(#breeze-release-management-publish-docs-line-35)">[default:&#160;4]</text><text class="breeze-release-management-publish-docs-r9" x="1342" y="874" textLength="97.6" clip-path="url(#breeze-release-management-publish-docs-line-35)">(INTEGER</text><text class="breeze-release-management-publish-docs-r5" x="1451.8" y="874" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-35)">│</text><text class="breeze-release-management-publish-docs-r1" x="1464" y="874" textLength="12.2" clip-path="url(#breeze-release-management-publish-docs-line-35)">
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diff --git a/dev/breeze/doc/images/output_release-management_publish-docs.txt b/dev/breeze/doc/images/output_release-management_publish-docs.txt
index ba3f69ebcb5a0..d297b0c1df610 100644
--- a/dev/breeze/doc/images/output_release-management_publish-docs.txt
+++ b/dev/breeze/doc/images/output_release-management_publish-docs.txt
@@ -1 +1 @@
-f08a2861a8c88397caa6ea8471819456
+a217460b2b6f186716d30731da732e73
diff --git a/dev/breeze/doc/images/output_workflow-run_publish-docs.svg b/dev/breeze/doc/images/output_workflow-run_publish-docs.svg
index fd739ee8590e2..baebbce0fb83d 100644
--- a/dev/breeze/doc/images/output_workflow-run_publish-docs.svg
+++ b/dev/breeze/doc/images/output_workflow-run_publish-docs.svg
@@ -1,4 +1,4 @@
-<svg class="rich-terminal" viewBox="0 0 1482 1221.1999999999998" xmlns="http://www.w3.org/2000/svg">
+<svg class="rich-terminal" viewBox="0 0 1482 1245.6" xmlns="http://www.w3.org/2000/svg">
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@@ -45,7 +45,7 @@
 
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+    <rect fill="#292929" stroke="rgba(255,255,255,0.35)" stroke-width="1" x="1" y="1" width="1480" height="1243.6" rx="8"/><text class="breeze-workflow-run-publish-docs-title" fill="#c5c8c6" text-anchor="middle" x="740" y="27">Command:&#160;workflow-run&#160;publish-docs</text>
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-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="678.8" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="678.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">
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-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="776.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="776.4" textLength="109.8" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">version.&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="427" y="776.4" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">(TEXT)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="776.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="776.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="800.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="800.8" textLength="268.4" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">--airflow-base-version</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="800.8" textLength="1122.4" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">Override&#160;Airflow&#160;Base&#160;Version&#160;to&#160;use&#160;for&#160;the&#160;docs&#160;build.&#160;If&#160;not&#160;provided,&#160;it&#160;will&#160;be&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="800.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="800.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="825.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="825.2" textLength="1122.4" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">extracted&#160;from&#160;the&#160;ref.&#160;If&#160;airflow-version&#160;is&#160;provided,&#160;the&#160;base&#160;version&#160;of&#160;the&#160;version&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="825.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="825.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="849.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="849.6" textLength="622.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">provided&#160;(i.e.&#160;stripped&#160;pre-/post-/dev-&#160;suffixes).&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="939.4" y="849.6" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">(TEXT)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="849.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="849.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="874" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="874" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="898.4" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">╭─</text><text class="breeze-workflow-run-publish-docs-r5" x="24.4" y="898.4" textLength="488" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">&#160;Select&#160;docs&#160;to&#160;exclude&#160;and&#160;destination&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="512.4" y="898.4" textLength="927.2" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">────────────────────────────────────────────────────────────────────────────</text><text class="breeze-workflow-run-publish-docs-r5" x="1439.6" y="898.4" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">─╮</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="898.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="922.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="922.8" textLength="353.8" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">--exclude-docs&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="922.8" textLength="1037" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">Comma&#160;separated&#160;short&#160;name&#160;list&#160;of&#160;docs&#160;packages&#160;to&#160;exclude&#160;from&#160;the&#160;publish.&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="922.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="922.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">
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-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="971.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="971.6" textLength="353.8" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">--site-env&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="971.6" textLength="683.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">S3&#160;bucket&#160;to&#160;which&#160;the&#160;documentation&#160;will&#160;be&#160;published.&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="1085.8" y="971.6" textLength="280.6" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">(auto&#160;|&#160;live&#160;|&#160;staging)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="971.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="971.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="996" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="996" textLength="353.8" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">--skip-write-to-stable-folder</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="996" textLength="366" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">Skip&#160;writing&#160;to&#160;stable&#160;folder.</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="996" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="996" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1020.4" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1020.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1044.8" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">╭─</text><text class="breeze-workflow-run-publish-docs-r5" x="24.4" y="1044.8" textLength="244" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">&#160;Inventory&#160;handling&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="268.4" y="1044.8" textLength="1171.2" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-workflow-run-publish-docs-r5" x="1439.6" y="1044.8" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">─╮</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1044.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">
-</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1069.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="1069.2" textLength="341.6" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">--ignore-missing-inventories</text><text class="breeze-workflow-run-publish-docs-r1" x="390.4" y="1069.2" textLength="695.4" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">Do&#160;not&#160;fail&#160;the&#160;build&#160;on&#160;missing&#160;third-party&#160;inventories.</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="1069.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1069.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">
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+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="630" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-25)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="341.6" y="630" textLength="1098" clip-path="url(#breeze-workflow-run-publish-docs-line-25)">version&#160;matches&#160;the&#160;content&#160;being&#160;built&#160;(running&#160;main&#x27;s&#160;workflow&#160;against&#160;an&#160;older&#160;tag&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="630" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-25)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="630" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-25)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="654.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-26)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="341.6" y="654.4" textLength="1098" clip-path="url(#breeze-workflow-run-publish-docs-line-26)">breaks&#160;when&#160;inputs/jobs&#160;have&#160;since&#160;changed).&#160;Pass&#160;an&#160;explicit&#160;ref&#160;to&#160;override&#160;(e.g.&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="654.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-26)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="654.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-26)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="678.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="341.6" y="678.8" textLength="109.8" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">&#x27;main&#x27;).&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="451.4" y="678.8" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">(TEXT)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="678.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="678.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-27)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="703.2" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-28)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="703.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-28)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="727.6" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-29)">╭─</text><text class="breeze-workflow-run-publish-docs-r5" x="24.4" y="727.6" textLength="451.4" clip-path="url(#breeze-workflow-run-publish-docs-line-29)">&#160;Optional&#160;airflow&#160;versions&#160;to&#160;build.&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="475.8" y="727.6" textLength="963.8" clip-path="url(#breeze-workflow-run-publish-docs-line-29)">───────────────────────────────────────────────────────────────────────────────</text><text class="breeze-workflow-run-publish-docs-r5" x="1439.6" y="727.6" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-29)">─╮</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="727.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-29)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="752" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-30)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="752" textLength="268.4" clip-path="url(#breeze-workflow-run-publish-docs-line-30)">--airflow-version&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="752" textLength="1122.4" clip-path="url(#breeze-workflow-run-publish-docs-line-30)">Override&#160;Airflow&#160;Version&#160;to&#160;use&#160;for&#160;the&#160;docs&#160;build.&#160;If&#160;not&#160;provided,&#160;it&#160;will&#160;be&#160;extracted&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="752" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-30)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="752" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-30)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="776.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="776.4" textLength="1122.4" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">from&#160;the&#160;ref.&#160;If&#160;only&#160;base&#160;version&#160;is&#160;provided,&#160;it&#160;will&#160;be&#160;set&#160;to&#160;the&#160;same&#160;as&#160;the&#160;base&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="776.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="776.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-31)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="800.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="800.8" textLength="109.8" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">version.&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="427" y="800.8" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">(TEXT)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="800.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="800.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-32)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="825.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="825.2" textLength="268.4" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">--airflow-base-version</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="825.2" textLength="1122.4" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">Override&#160;Airflow&#160;Base&#160;Version&#160;to&#160;use&#160;for&#160;the&#160;docs&#160;build.&#160;If&#160;not&#160;provided,&#160;it&#160;will&#160;be&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="825.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="825.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-33)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="849.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="849.6" textLength="1122.4" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">extracted&#160;from&#160;the&#160;ref.&#160;If&#160;airflow-version&#160;is&#160;provided,&#160;the&#160;base&#160;version&#160;of&#160;the&#160;version&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="849.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="849.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-34)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="874" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="317.2" y="874" textLength="622.2" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">provided&#160;(i.e.&#160;stripped&#160;pre-/post-/dev-&#160;suffixes).&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="939.4" y="874" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">(TEXT)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="874" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="874" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-35)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="898.4" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="898.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-36)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="922.8" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">╭─</text><text class="breeze-workflow-run-publish-docs-r5" x="24.4" y="922.8" textLength="488" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">&#160;Select&#160;docs&#160;to&#160;exclude&#160;and&#160;destination&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="512.4" y="922.8" textLength="927.2" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">────────────────────────────────────────────────────────────────────────────</text><text class="breeze-workflow-run-publish-docs-r5" x="1439.6" y="922.8" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">─╮</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="922.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-37)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="947.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-38)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="947.2" textLength="353.8" clip-path="url(#breeze-workflow-run-publish-docs-line-38)">--exclude-docs&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="947.2" textLength="1037" clip-path="url(#breeze-workflow-run-publish-docs-line-38)">Comma&#160;separated&#160;short&#160;name&#160;list&#160;of&#160;docs&#160;packages&#160;to&#160;exclude&#160;from&#160;the&#160;publish.&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="947.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-38)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="947.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-38)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="971.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="971.6" textLength="378.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">(example:&#160;apache.druid,google)&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="780.8" y="971.6" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">(TEXT)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="971.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="971.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-39)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="996" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="996" textLength="353.8" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">--site-env&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="996" textLength="683.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">S3&#160;bucket&#160;to&#160;which&#160;the&#160;documentation&#160;will&#160;be&#160;published.&#160;</text><text class="breeze-workflow-run-publish-docs-r8" x="1085.8" y="996" textLength="280.6" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">(auto&#160;|&#160;live&#160;|&#160;staging)</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="996" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="996" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-40)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1020.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="1020.4" textLength="353.8" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">--skip-write-to-stable-folder</text><text class="breeze-workflow-run-publish-docs-r1" x="402.6" y="1020.4" textLength="366" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">Skip&#160;writing&#160;to&#160;stable&#160;folder.</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="1020.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1020.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-41)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1044.8" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1044.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-42)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1069.2" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">╭─</text><text class="breeze-workflow-run-publish-docs-r5" x="24.4" y="1069.2" textLength="244" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">&#160;Inventory&#160;handling&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="268.4" y="1069.2" textLength="1171.2" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-workflow-run-publish-docs-r5" x="1439.6" y="1069.2" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">─╮</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1069.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-43)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1093.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-44)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="1093.6" textLength="341.6" clip-path="url(#breeze-workflow-run-publish-docs-line-44)">--ignore-missing-inventories</text><text class="breeze-workflow-run-publish-docs-r1" x="390.4" y="1093.6" textLength="695.4" clip-path="url(#breeze-workflow-run-publish-docs-line-44)">Do&#160;not&#160;fail&#160;the&#160;build&#160;on&#160;missing&#160;third-party&#160;inventories.</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="1093.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-44)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1093.6" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-44)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1118" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-45)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1118" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-45)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1142.4" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-46)">╭─</text><text class="breeze-workflow-run-publish-docs-r5" x="24.4" y="1142.4" textLength="195.2" clip-path="url(#breeze-workflow-run-publish-docs-line-46)">&#160;Common&#160;options&#160;</text><text class="breeze-workflow-run-publish-docs-r5" x="219.6" y="1142.4" textLength="1220" clip-path="url(#breeze-workflow-run-publish-docs-line-46)">────────────────────────────────────────────────────────────────────────────────────────────────────</text><text class="breeze-workflow-run-publish-docs-r5" x="1439.6" y="1142.4" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-46)">─╮</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1142.4" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-46)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1166.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-47)">│</text><text class="breeze-workflow-run-publish-docs-r4" x="24.4" y="1166.8" textLength="73.2" clip-path="url(#breeze-workflow-run-publish-docs-line-47)">--help</text><text class="breeze-workflow-run-publish-docs-r9" x="122" y="1166.8" textLength="24.4" clip-path="url(#breeze-workflow-run-publish-docs-line-47)">-h</text><text class="breeze-workflow-run-publish-docs-r1" x="170.8" y="1166.8" textLength="329.4" clip-path="url(#breeze-workflow-run-publish-docs-line-47)">Show&#160;this&#160;message&#160;and&#160;exit.</text><text class="breeze-workflow-run-publish-docs-r5" x="1451.8" y="1166.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-47)">│</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1166.8" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-47)">
+</text><text class="breeze-workflow-run-publish-docs-r5" x="0" y="1191.2" textLength="1464" clip-path="url(#breeze-workflow-run-publish-docs-line-48)">╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯</text><text class="breeze-workflow-run-publish-docs-r1" x="1464" y="1191.2" textLength="12.2" clip-path="url(#breeze-workflow-run-publish-docs-line-48)">
 </text>
     </g>
     </g>
diff --git a/dev/breeze/doc/images/output_workflow-run_publish-docs.txt b/dev/breeze/doc/images/output_workflow-run_publish-docs.txt
index 9dd84999bbf79..ec4b80e134164 100644
--- a/dev/breeze/doc/images/output_workflow-run_publish-docs.txt
+++ b/dev/breeze/doc/images/output_workflow-run_publish-docs.txt
@@ -1 +1 @@
-65b7b00a5792d185aee3628fdc2227de
+7b0c50b44659ac9f38b95112563643d4
diff --git a/dev/breeze/tests/test_packages.py b/dev/breeze/tests/test_packages.py
index ce136d70b87a6..27b197498ed02 100644
--- a/dev/breeze/tests/test_packages.py
+++ b/dev/breeze/tests/test_packages.py
@@ -124,12 +124,12 @@ def test_get_removed_providers():
 
 def test_get_suspended_provider_ids():
     # Modify it every time we suspend/resume provider
-    assert get_suspended_provider_ids() == ["apache.beam"]
+    assert get_suspended_provider_ids() == []
 
 
 def test_get_suspended_provider_folders():
     # Modify it every time we suspend/resume provider
-    assert get_suspended_provider_folders() == ["apache/beam"]
+    assert get_suspended_provider_folders() == []
 
 
 @pytest.mark.parametrize(
diff --git a/dev/breeze/tests/test_selective_checks.py b/dev/breeze/tests/test_selective_checks.py
index 0e45e016b48a0..cef9d638869fe 100644
--- a/dev/breeze/tests/test_selective_checks.py
+++ b/dev/breeze/tests/test_selective_checks.py
@@ -554,7 +554,7 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
             pytest.param(
                 ("providers/apache/beam/tests/unit/apache/beam/file.py",),
                 {
-                    "selected-providers-list-as-string": "common.compat google",
+                    "selected-providers-list-as-string": "apache.beam common.compat google",
                     "all-python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
                     "all-python-versions-list-as-string": DEFAULT_PYTHON_MAJOR_MINOR_VERSION,
                     "python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
@@ -574,16 +574,17 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
                     "providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam,c...google",
+                                "test_types": "Providers[apache.beam,common.compat] Providers[google]",
                             }
                         ]
                     ),
                     "individual-providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam...google",
+                                "test_types": "Providers[apache.beam] "
+                                "Providers[common.compat] Providers[google]",
                             }
                         ]
                     ),
@@ -596,7 +597,7 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
             pytest.param(
                 ("providers/apache/beam/tests/unit/apache/beam/file.py",),
                 {
-                    "selected-providers-list-as-string": "common.compat google",
+                    "selected-providers-list-as-string": "apache.beam common.compat google",
                     "all-python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
                     "all-python-versions-list-as-string": DEFAULT_PYTHON_MAJOR_MINOR_VERSION,
                     "python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
@@ -616,16 +617,17 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
                     "providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam,c...google",
+                                "test_types": "Providers[apache.beam,common.compat] Providers[google]",
                             }
                         ]
                     ),
                     "individual-providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam...google",
+                                "test_types": "Providers[apache.beam] "
+                                "Providers[common.compat] Providers[google]",
                             }
                         ]
                     ),
@@ -642,7 +644,7 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
                     "providers/apache/beam/tests/unit/apache/beam/file.py",
                 ),
                 {
-                    "selected-providers-list-as-string": "common.compat google",
+                    "selected-providers-list-as-string": "apache.beam common.compat google",
                     "all-python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
                     "all-python-versions-list-as-string": DEFAULT_PYTHON_MAJOR_MINOR_VERSION,
                     "python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
@@ -662,16 +664,17 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
                     "providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam,c...google",
+                                "test_types": "Providers[apache.beam,common.compat] Providers[google]",
                             }
                         ]
                     ),
                     "individual-providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam...google",
+                                "test_types": "Providers[apache.beam] "
+                                "Providers[common.compat] Providers[google]",
                             }
                         ]
                     ),
@@ -688,7 +691,7 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
                     "providers/apache/beam/tests/unit/apache/beam/file.py",
                 ),
                 {
-                    "selected-providers-list-as-string": "common.compat google",
+                    "selected-providers-list-as-string": "apache.beam common.compat google",
                     "all-python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
                     "all-python-versions-list-as-string": DEFAULT_PYTHON_MAJOR_MINOR_VERSION,
                     "python-versions": f"['{DEFAULT_PYTHON_MAJOR_MINOR_VERSION}']",
@@ -708,16 +711,17 @@ def assert_outputs_are_printed(expected_outputs: dict[str, str], stderr: str):
                     "providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam,c...google",
+                                "test_types": "Providers[apache.beam,common.compat] Providers[google]",
                             }
                         ]
                     ),
                     "individual-providers-test-types-list-as-strings-in-json": json.dumps(
                         [
                             {
-                                "description": "common.compat...google",
-                                "test_types": "Providers[common.compat] Providers[google]",
+                                "description": "apache.beam...google",
+                                "test_types": "Providers[apache.beam] "
+                                "Providers[common.compat] Providers[google]",
                             }
                         ]
                     ),
@@ -2746,7 +2750,7 @@ def test_expected_output_push(
                 "providers/google/tests/unit/google/file.py",
             ),
             {
-                "selected-providers-list-as-string": "amazon apache.cassandra apache.kafka "
+                "selected-providers-list-as-string": "amazon apache.beam apache.cassandra apache.kafka "
                 "cncf.kubernetes common.compat common.messaging common.sql databricks "
                 "facebook google hashicorp http microsoft.azure microsoft.mssql mongo mysql "
                 "openlineage oracle postgres presto salesforce samba sftp ssh standard trino",
@@ -2758,7 +2762,7 @@ def test_expected_output_push(
                 "run-unit-tests": "true",
                 "skip-providers-tests": "false",
                 "docs-build": "true",
-                "docs-list-as-string": "apache-airflow helm-chart amazon apache.cassandra "
+                "docs-list-as-string": "apache-airflow helm-chart amazon apache.beam apache.cassandra "
                 "apache.kafka cncf.kubernetes common.compat common.messaging common.sql databricks facebook google hashicorp http microsoft.azure "
                 "microsoft.mssql mongo mysql openlineage oracle postgres "
                 "presto salesforce samba sftp ssh standard trino",
@@ -2781,7 +2785,7 @@ def test_expected_output_push(
                     [
                         {
                             "description": "amazon...standard",
-                            "test_types": "Providers[amazon] Providers[apache.cassandra,"
+                            "test_types": "Providers[amazon] Providers[apache.beam,apache.cassandra,"
                             "apache.kafka,cncf.kubernetes,common.compat,common.messaging,common.sql,databricks,facebook,"
                             "hashicorp,http,microsoft.azure,microsoft.mssql,mongo,mysql,"
                             "openlineage,oracle,postgres,presto,salesforce,samba,sftp,ssh,trino] "
@@ -3064,7 +3068,7 @@ def test_upgrade_to_newer_dependencies(
         pytest.param(
             ("providers/google/docs/some_file.rst",),
             {
-                "docs-list-as-string": "amazon apache.cassandra apache.kafka "
+                "docs-list-as-string": "amazon apache.beam apache.cassandra apache.kafka "
                 "cncf.kubernetes common.compat common.messaging common.sql databricks facebook google hashicorp http "
                 "microsoft.azure microsoft.mssql mongo mysql openlineage oracle "
                 "postgres presto salesforce samba sftp ssh standard trino",
diff --git a/devel-common/src/tests_common/test_utils/providers.py b/devel-common/src/tests_common/test_utils/providers.py
index 6c602da3cffd7..37a999f34225a 100644
--- a/devel-common/src/tests_common/test_utils/providers.py
+++ b/devel-common/src/tests_common/test_utils/providers.py
@@ -68,7 +68,7 @@ def get_provider_min_airflow_version(provider_name: str) -> tuple[int, ...]:
 
 
 # Ignore module import errors for any suspended provider paths used in example dags
-IGNORE_MODULE_IMPORT_ERRORS: list[str] = ["airflow.providers.apache.beam"]
+IGNORE_MODULE_IMPORT_ERRORS: list[str] = []
 
 
 def get_suspended_providers_folders() -> list[str]:
diff --git a/providers/apache/beam/README.rst b/providers/apache/beam/README.rst
index e152d0223ed1b..b36c0e6bf008f 100644
--- a/providers/apache/beam/README.rst
+++ b/providers/apache/beam/README.rst
@@ -55,7 +55,7 @@ PIP package                                 Version required
 ==========================================  ==================================================================
 ``apache-airflow``                          ``>=2.11.0``
 ``apache-airflow-providers-common-compat``  ``>=1.12.0``
-``apache-beam``                             ``>=2.69.0``
+``apache-beam``                             ``>=2.76.0``
 ``pyarrow``                                 ``>=16.1.0; python_version < "3.14"``
 ``pyarrow``                                 ``>=22.0.0; python_version >= "3.14"``
 ``numpy``                                   ``>=1.22.4; python_version < "3.11"``
diff --git a/providers/apache/beam/docs/index.rst b/providers/apache/beam/docs/index.rst
index 41b135524187f..6e6451c3ba6dc 100644
--- a/providers/apache/beam/docs/index.rst
+++ b/providers/apache/beam/docs/index.rst
@@ -100,16 +100,17 @@ PIP package                                 Version required
 ==========================================  ==================================================================
 ``apache-airflow``                          ``>=2.11.0``
 ``apache-airflow-providers-common-compat``  ``>=1.12.0``
-``apache-beam``                             ``>=2.69.0``
-``pyarrow``                                 ``>=16.1.0``
+``apache-beam``                             ``>=2.76.0``
+``pyarrow``                                 ``>=16.1.0; python_version < "3.14"``
+``pyarrow``                                 ``>=22.0.0; python_version >= "3.14"``
 ``numpy``                                   ``>=1.22.4; python_version < "3.11"``
 ``numpy``                                   ``>=1.23.2; python_version < "3.12" and python_version >= "3.11"``
 ``numpy``                                   ``>=1.26.0; python_version >= "3.12" and python_version < "3.14"``
 ``numpy``                                   ``>=2.4.3; python_version >= "3.14"``
 ==========================================  ==================================================================
 
-Cross provider package dependencies
------------------------------------
+Optional cross provider package dependencies
+--------------------------------------------
 
 Those are dependencies that might be needed in order to use all the features of the package.
 You need to install the specified provider distributions in order to use them.
@@ -118,15 +119,31 @@ You can install such cross-provider dependencies when installing from PyPI. For
 
 .. code-block:: bash
 
-    pip install apache-airflow-providers-apache-beam[common.compat]
+    pip install apache-airflow-providers-apache-beam[google]
 
 
-==================================================================================================================  =================
-Dependent package                                                                                                   Extra
-==================================================================================================================  =================
-`apache-airflow-providers-common-compat <https://airflow.apache.org/docs/apache-airflow-providers-common-compat>`_  ``common.compat``
-`apache-airflow-providers-google <https://airflow.apache.org/docs/apache-airflow-providers-google>`_                ``google``
-==================================================================================================================  =================
+====================================================================================================  ==========
+Dependent package                                                                                     Extra
+====================================================================================================  ==========
+`apache-airflow-providers-google <https://airflow.apache.org/docs/apache-airflow-providers-google>`_  ``google``
+====================================================================================================  ==========
+
+Optional dependencies
+---------------------
+
+These extras install optional third-party libraries that enable additional features of the provider.
+Install them when installing from PyPI. For example:
+
+.. code-block:: bash
+
+    pip install apache-airflow-providers-apache-beam[google]
+
+
+==========  ============================
+Extra       Dependencies
+==========  ============================
+``google``  ``apache-beam[gcp]>=2.76.0``
+==========  ============================
 
 Downloading official packages
 -----------------------------
diff --git a/providers/apache/beam/provider.yaml b/providers/apache/beam/provider.yaml
index 4d063df41892a..1d75c40f01d7f 100644
--- a/providers/apache/beam/provider.yaml
+++ b/providers/apache/beam/provider.yaml
@@ -21,9 +21,9 @@ name: Apache Beam
 description: |
     `Apache Beam <https://beam.apache.org/>`__.
 
-state: suspended
-source-date-epoch: 1768334134
+state: ready
 lifecycle: production
+source-date-epoch: 1772063928
 # Note that those versions are maintained by release manager - do not update them manually
 # with the exception of case where other provider in sources has >= new provider version.
 # In such case adding >= NEW_VERSION and bumping to NEW_VERSION in a provider have
diff --git a/providers/apache/beam/pyproject.toml b/providers/apache/beam/pyproject.toml
index 1a5adcea50fb0..39b5b0f077527 100644
--- a/providers/apache/beam/pyproject.toml
+++ b/providers/apache/beam/pyproject.toml
@@ -61,7 +61,7 @@ requires-python = ">=3.10"
 dependencies = [
     "apache-airflow>=2.11.0",
     "apache-airflow-providers-common-compat>=1.12.0",
-    "apache-beam>=2.69.0",
+    "apache-beam>=2.76.0",
     "pyarrow>=16.1.0; python_version < '3.14'",
     "pyarrow>=22.0.0; python_version >= '3.14'",
     "numpy>=1.22.4; python_version<'3.11'",
@@ -74,7 +74,7 @@ dependencies = [
 # Any change in the dependencies is preserved when the file is regenerated
 [project.optional-dependencies]
 "google" = [
-    "apache-beam[gcp]>=2.69.0",
+    "apache-beam[gcp]>=2.76.0",
 ]
 
 [dependency-groups]
diff --git a/providers/google/docs/index.rst b/providers/google/docs/index.rst
index 38e66e3af2451..db9c84efeae27 100644
--- a/providers/google/docs/index.rst
+++ b/providers/google/docs/index.rst
@@ -210,6 +210,7 @@ You can install such cross-provider dependencies when installing from PyPI. For
 Dependent package                                                                                                         Extra
 ========================================================================================================================  ====================
 `apache-airflow-providers-amazon <https://airflow.apache.org/docs/apache-airflow-providers-amazon>`_                      ``amazon``
+`apache-airflow-providers-apache-beam <https://airflow.apache.org/docs/apache-airflow-providers-apache-beam>`_            ``apache.beam``
 `apache-airflow-providers-apache-cassandra <https://airflow.apache.org/docs/apache-airflow-providers-apache-cassandra>`_  ``apache.cassandra``
 `apache-airflow-providers-cncf-kubernetes <https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes>`_    ``cncf.kubernetes``
 `apache-airflow-providers-common-messaging <https://airflow.apache.org/docs/apache-airflow-providers-common-messaging>`_  ``common.messaging``
@@ -238,12 +239,13 @@ Install them when installing from PyPI. For example:
 
 .. code-block:: bash
 
-    pip install apache-airflow-providers-google[cncf.kubernetes]
+    pip install apache-airflow-providers-google[apache.beam]
 
 
 ====================  ====================================================
 Extra                 Dependencies
 ====================  ====================================================
+``apache.beam``       ``apache-airflow-providers-apache-beam>=6.2.2``
 ``cncf.kubernetes``   ``apache-airflow-providers-cncf-kubernetes>=10.1.0``
 ``fab``               ``apache-airflow-providers-fab>=2.0.0``
 ``leveldb``           ``plyvel>=1.5.1; python_version < '3.13'``
diff --git a/providers/google/pyproject.toml b/providers/google/pyproject.toml
index a75a49acdc642..07f2b310091ef 100644
--- a/providers/google/pyproject.toml
+++ b/providers/google/pyproject.toml
@@ -159,6 +159,9 @@ dependencies = [
 # The optional dependencies should be modified in place in the generated file
 # Any change in the dependencies is preserved when the file is regenerated
 [project.optional-dependencies]
+"apache.beam" = [
+    "apache-airflow-providers-apache-beam>=6.2.2",
+]
 "cncf.kubernetes" = [
     "apache-airflow-providers-cncf-kubernetes>=10.1.0",
 ]
@@ -229,6 +232,7 @@ dev = [
     "apache-airflow-task-sdk",
     "apache-airflow-devel-common",
     "apache-airflow-providers-amazon",
+    "apache-airflow-providers-apache-beam",
     "apache-airflow-providers-apache-cassandra",
     "apache-airflow-providers-cncf-kubernetes",
     "apache-airflow-providers-common-compat",
diff --git a/providers/google/tests/unit/google/cloud/hooks/test_dataflow.py b/providers/google/tests/unit/google/cloud/hooks/test_dataflow.py
index 28d06fde772ac..0cbbddeabfdc6 100644
--- a/providers/google/tests/unit/google/cloud/hooks/test_dataflow.py
+++ b/providers/google/tests/unit/google/cloud/hooks/test_dataflow.py
@@ -28,11 +28,6 @@
 from uuid import UUID
 
 import pytest
-
-# TODO: Remove below skip once beam provider changed to ready state
-pytest.importorskip("apache-beam", reason="apache-beam package suspended due to grpcio limitation")
-
-
 from google.cloud.dataflow_v1beta3 import (
     GetJobMetricsRequest,
     GetJobRequest,
@@ -201,12 +196,17 @@ def setup_method(self):
         self.dataflow_hook = DataflowHook(gcp_conn_id="google_cloud_default")
         self.dataflow_hook.beam_hook = MagicMock()
 
+    @mock.patch("airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_client_options")
     @mock.patch("airflow.providers.google.cloud.hooks.dataflow.DataflowHook._authorize")
     @mock.patch("airflow.providers.google.cloud.hooks.dataflow.build")
-    def test_dataflow_client_creation(self, mock_build, mock_authorize):
+    def test_dataflow_client_creation(self, mock_build, mock_authorize, mock_get_client_options):
         result = self.dataflow_hook.get_conn()
         mock_build.assert_called_once_with(
-            "dataflow", "v1b3", http=mock_authorize.return_value, cache_discovery=False
+            "dataflow",
+            "v1b3",
+            http=mock_authorize.return_value,
+            cache_discovery=False,
+            client_options=mock_get_client_options.return_value,
         )
         assert mock_build.return_value == result
 
@@ -1374,16 +1374,21 @@ class TestDataflowPipelineHook:
     def setup_method(self):
         self.dataflow_hook = DataflowHook(gcp_conn_id="google_cloud_default")
 
+    @mock.patch("airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_client_options")
     @mock.patch("airflow.providers.google.cloud.hooks.dataflow.DataflowHook._authorize")
     @mock.patch("airflow.providers.google.cloud.hooks.dataflow.build")
-    def test_get_conn(self, mock_build, mock_authorize):
+    def test_get_conn(self, mock_build, mock_authorize, mock_get_client_options):
         """
         Test that get_conn is called with the correct params and
         returns the correct API address
         """
         connection = self.dataflow_hook.get_pipelines_conn()
         mock_build.assert_called_once_with(
-            "datapipelines", "v1", http=mock_authorize.return_value, cache_discovery=False
+            "datapipelines",
+            "v1",
+            http=mock_authorize.return_value,
+            cache_discovery=False,
+            client_options=mock_get_client_options.return_value,
         )
         assert mock_build.return_value == connection
 
diff --git a/providers/google/tests/unit/google/cloud/operators/test_dataflow.py b/providers/google/tests/unit/google/cloud/operators/test_dataflow.py
index d4442a1c52079..90b444dd6c471 100644
--- a/providers/google/tests/unit/google/cloud/operators/test_dataflow.py
+++ b/providers/google/tests/unit/google/cloud/operators/test_dataflow.py
@@ -21,10 +21,6 @@
 
 import httplib2
 import pytest
-
-# TODO: Remove below skip once beam provider changed to ready state
-pytest.importorskip("apache-beam", reason="apache-beam package suspended due to grpcio limitation")
-
 from googleapiclient.errors import HttpError
 
 from airflow.providers.common.compat.sdk import AirflowException
diff --git a/providers/google/tests/unit/google/cloud/operators/test_datapipeline.py b/providers/google/tests/unit/google/cloud/operators/test_datapipeline.py
index 14dbe700f27bb..42dae66464433 100644
--- a/providers/google/tests/unit/google/cloud/operators/test_datapipeline.py
+++ b/providers/google/tests/unit/google/cloud/operators/test_datapipeline.py
@@ -21,9 +21,6 @@
 
 import pytest
 
-# TODO: Remove below skip once beam provider changed to ready state
-pytest.importorskip("apache-beam", reason="apache-beam package suspended due to grpcio limitation")
-
 from airflow.providers.google.cloud.operators.dataflow import (
     DataflowCreatePipelineOperator,
     DataflowRunPipelineOperator,
diff --git a/providers/google/tests/unit/google/cloud/sensors/test_dataflow.py b/providers/google/tests/unit/google/cloud/sensors/test_dataflow.py
index 26e6549f5358c..21cdca183281d 100644
--- a/providers/google/tests/unit/google/cloud/sensors/test_dataflow.py
+++ b/providers/google/tests/unit/google/cloud/sensors/test_dataflow.py
@@ -21,9 +21,6 @@
 
 import pytest
 
-# TODO: Remove below skip once beam provider changed to ready state
-pytest.importorskip("apache-beam", reason="apache-beam package suspended due to grpcio limitation")
-
 from airflow.providers.common.compat.sdk import AirflowException, TaskDeferred
 from airflow.providers.google.cloud.hooks.dataflow import DataflowJobStatus
 from airflow.providers.google.cloud.sensors.dataflow import (
diff --git a/providers/google/tests/unit/google/cloud/triggers/test_dataflow.py b/providers/google/tests/unit/google/cloud/triggers/test_dataflow.py
index bc2eb646e813b..b179f40fa3a18 100644
--- a/providers/google/tests/unit/google/cloud/triggers/test_dataflow.py
+++ b/providers/google/tests/unit/google/cloud/triggers/test_dataflow.py
@@ -19,58 +19,14 @@
 
 import asyncio
 import logging
-import sys
-import types
 from unittest import mock
 
 import pytest
 from google.api_core.exceptions import ServiceUnavailable
 from google.cloud.dataflow_v1beta3 import Job, JobState, JobType
 
-
-# While the apache-beam provider is suspended (#61926),
-# `airflow.providers.google.cloud.hooks.dataflow` cannot be imported because it
-# does `from airflow.providers.apache.beam.hooks.beam import ...` at module
-# scope. Probe-import the real module first (which also triggers Airflow's
-# provider-entry-point discovery while the real `airflow.providers.apache`
-# namespace package is still intact) and only fall back to stubs when the
-# probe fails. The stubs deliberately cover only the missing beam-specific
-# subtree — we never overwrite `airflow.providers.apache` itself, otherwise
-# sibling providers such as `airflow.providers.apache.pig` would be unreachable
-# via the namespace package's `__path__`.
-def _beam_module_stubs() -> dict[str, types.ModuleType]:
-    beam_package = types.ModuleType("airflow.providers.apache.beam")
-    beam_package.__path__ = []
-    hooks_package = types.ModuleType("airflow.providers.apache.beam.hooks")
-    hooks_package.__path__ = []
-
-    class BeamRunnerType:
-        DataflowRunner = "DataflowRunner"
-
-    class BeamModule(types.ModuleType):
-        BeamHook: object
-        BeamRunnerType: object
-        beam_options_to_args: object
-
-    beam_module = BeamModule("airflow.providers.apache.beam.hooks.beam")
-    beam_module.BeamHook = mock.MagicMock()
-    beam_module.BeamRunnerType = BeamRunnerType
-    beam_module.beam_options_to_args = mock.MagicMock(return_value=[])
-
-    return {
-        "airflow.providers.apache.beam": beam_package,
-        "airflow.providers.apache.beam.hooks": hooks_package,
-        "airflow.providers.apache.beam.hooks.beam": beam_module,
-    }
-
-
-try:
-    import airflow.providers.apache.beam.hooks.beam  # noqa: F401
-except ImportError:
-    sys.modules.update(_beam_module_stubs())
-
-from airflow.providers.google.cloud.hooks.dataflow import DataflowJobStatus  # noqa: E402
-from airflow.providers.google.cloud.triggers.dataflow import (  # noqa: E402
+from airflow.providers.google.cloud.hooks.dataflow import DataflowJobStatus
+from airflow.providers.google.cloud.triggers.dataflow import (
     DataflowJobAutoScalingEventTrigger,
     DataflowJobMessagesTrigger,
     DataflowJobMetricsTrigger,
@@ -79,7 +35,7 @@ class BeamModule(types.ModuleType):
     DataflowStartYamlJobTrigger,
     TemplateJobStartTrigger,
 )
-from airflow.triggers.base import TriggerEvent  # noqa: E402
+from airflow.triggers.base import TriggerEvent
 
 PROJECT_ID = "test-project-id"
 JOB_ID = "test_job_id_2012-12-23-10:00"
diff --git a/providers/google/tests/unit/google/cloud/utils/test_mlengine_prediction_summary.py b/providers/google/tests/unit/google/cloud/utils/test_mlengine_prediction_summary.py
index e9ca519b3f1c1..c152c56ba0394 100644
--- a/providers/google/tests/unit/google/cloud/utils/test_mlengine_prediction_summary.py
+++ b/providers/google/tests/unit/google/cloud/utils/test_mlengine_prediction_summary.py
@@ -24,10 +24,6 @@
 import dill
 import pytest
 
-# TODO: Remove below skip once beam provider changed to ready state
-pytest.importorskip("apache-beam", reason="apache-beam package suspended due to grpcio limitation")
-
-
 if sys.version_info < (3, 12):
     from airflow.providers.google.cloud.utils import mlengine_prediction_summary
 else:
diff --git a/providers/yandex/README.rst b/providers/yandex/README.rst
index dfe13fb71d86a..e9f46057a087c 100644
--- a/providers/yandex/README.rst
+++ b/providers/yandex/README.rst
@@ -61,8 +61,7 @@ PIP package                                 Version required
 ``yandexcloud``                             ``>=0.328.0; python_version < "3.13"``
 ``yandex-query-client``                     ``>=0.1.4``
 ``apache-airflow-providers-common-compat``  ``>=1.13.0``
-``grpcio``                                  ``>=1.70.0; python_version < "3.14"``
-``grpcio``                                  ``>=1.78.0; python_version >= "3.14"``
+``grpcio``                                  ``>=1.78.0``
 ==========================================  =======================================
 
 The changelog for the provider package can be found in the
diff --git a/providers/yandex/docs/index.rst b/providers/yandex/docs/index.rst
index b47f46bba44c6..6938af86aadcb 100644
--- a/providers/yandex/docs/index.rst
+++ b/providers/yandex/docs/index.rst
@@ -110,8 +110,7 @@ PIP package                                 Version required
 ``yandexcloud``                             ``>=0.328.0; python_version < "3.13"``
 ``yandex-query-client``                     ``>=0.1.4``
 ``apache-airflow-providers-common-compat``  ``>=1.13.0``
-``grpcio``                                  ``>=1.70.0; python_version < "3.14"``
-``grpcio``                                  ``>=1.78.0; python_version >= "3.14"``
+``grpcio``                                  ``>=1.78.0``
 ==========================================  =======================================
 
 Downloading official packages
diff --git a/providers/yandex/pyproject.toml b/providers/yandex/pyproject.toml
index 5c5a17b00c4a9..ed1873c6a7e86 100644
--- a/providers/yandex/pyproject.toml
+++ b/providers/yandex/pyproject.toml
@@ -66,11 +66,10 @@ dependencies = [
     "yandex-query-client>=0.1.4",
     "apache-airflow-providers-common-compat>=1.13.0",
     # Adding temp min version for grpcio to address
-    # ERROR providers/yandex/tests/unit/yandex/operators/test_dataproc.py - RuntimeError: The grpc package installed is at version 1.68.1, but the generated code in yandex/cloud/endpoint/api_endpoint_service_pb2_grpc.py depends on grpcio>=1.70.0. Please upgrade your grpc module to grpcio>=1.70.0 or downgrade your generated code using grpcio-tools<=1.68.1.
-    # this dependency can be removed when yandexcloud bump min version of grpcio to 1.70
+    # ERROR providers/yandex/tests/unit/yandex/operators/test_dataproc.py - RuntimeError: The grpc package installed is at version 1.76.0, but the generated code in yandex/cloud/endpoint/api_endpoint_service_pb2_grpc.py depends on grpcio>=1.78.0. Please upgrade your grpc module to grpcio>=1.78.0 or downgrade your generated code using grpcio-tools<=1.76.0.
+    # this dependency can be removed when yandexcloud bump min version of grpcio to 1.78
     # https://github.com/yandex-cloud/python-sdk/blob/82493e32bbf1d678afbb8376632b3f5b5923fd10/pyproject.toml#L23
-    'grpcio>=1.70.0; python_version < "3.14"',
-    'grpcio>=1.78.0; python_version >= "3.14"',
+    "grpcio>=1.78.0",
 ]
 
 [dependency-groups]
diff --git a/pyproject.toml b/pyproject.toml
index 6fb072dd00bc8..5317e8e6a44a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -117,6 +117,9 @@ apache-airflow = "airflow.__main__:main"
 "apache.arrow" = [
     "apache-airflow-providers-apache-arrow>=0.1.0"
 ]
+"apache.beam" = [
+    "apache-airflow-providers-apache-beam>=5.8.1"
+]
 "apache.cassandra" = [
     "apache-airflow-providers-apache-cassandra>=3.7.0; python_version !=\"3.14\""
 ]
@@ -417,6 +420,7 @@ apache-airflow = "airflow.__main__:main"
     "apache-airflow-providers-amazon>=9.0.0",
     "apache-airflow-providers-anthropic>=0.1.0",
     "apache-airflow-providers-apache-arrow>=0.1.0",
+    "apache-airflow-providers-apache-beam>=5.8.1",
     "apache-airflow-providers-apache-cassandra>=3.7.0; python_version !=\"3.14\"",
     "apache-airflow-providers-apache-drill>=2.8.1",
     "apache-airflow-providers-apache-druid>=3.12.0",
@@ -1112,6 +1116,8 @@ mypy_path = [
     "$MYPY_CONFIG_FILE_DIR/providers/anthropic/tests",
     "$MYPY_CONFIG_FILE_DIR/providers/apache/arrow/src",
     "$MYPY_CONFIG_FILE_DIR/providers/apache/arrow/tests",
+    "$MYPY_CONFIG_FILE_DIR/providers/apache/beam/src",
+    "$MYPY_CONFIG_FILE_DIR/providers/apache/beam/tests",
     "$MYPY_CONFIG_FILE_DIR/providers/apache/cassandra/src",
     "$MYPY_CONFIG_FILE_DIR/providers/apache/cassandra/tests",
     "$MYPY_CONFIG_FILE_DIR/providers/apache/drill/src",
@@ -1455,6 +1461,7 @@ apache-airflow-providers-alibaba = false
 apache-airflow-providers-amazon = false
 apache-airflow-providers-anthropic = false
 apache-airflow-providers-apache-arrow = false
+apache-airflow-providers-apache-beam = false
 apache-airflow-providers-apache-cassandra = false
 apache-airflow-providers-apache-drill = false
 apache-airflow-providers-apache-druid = false
@@ -1615,6 +1622,7 @@ apache-airflow-providers-alibaba = false
 apache-airflow-providers-amazon = false
 apache-airflow-providers-anthropic = false
 apache-airflow-providers-apache-arrow = false
+apache-airflow-providers-apache-beam = false
 apache-airflow-providers-apache-cassandra = false
 apache-airflow-providers-apache-drill = false
 apache-airflow-providers-apache-druid = false
@@ -1782,6 +1790,7 @@ apache-airflow-providers-alibaba = { workspace = true }
 apache-airflow-providers-amazon = { workspace = true }
 apache-airflow-providers-anthropic = { workspace = true }
 apache-airflow-providers-apache-arrow = { workspace = true }
+apache-airflow-providers-apache-beam = { workspace = true }
 apache-airflow-providers-apache-cassandra = { workspace = true }
 apache-airflow-providers-apache-drill = { workspace = true }
 apache-airflow-providers-apache-druid = { workspace = true }
@@ -1925,6 +1934,7 @@ members = [
     "providers/amazon",
     "providers/anthropic",
     "providers/apache/arrow",
+    "providers/apache/beam",
     "providers/apache/cassandra",
     "providers/apache/drill",
     "providers/apache/druid",
diff --git a/scripts/in_container/run_provider_yaml_files_check.py b/scripts/in_container/run_provider_yaml_files_check.py
index 34e338a6a144e..12e082864f23f 100755
--- a/scripts/in_container/run_provider_yaml_files_check.py
+++ b/scripts/in_container/run_provider_yaml_files_check.py
@@ -1046,12 +1046,13 @@ def check_doc_files(yaml_files: dict[str, dict]) -> tuple[int, int]:
         if f.name != "index.rst" and "_partials" not in f.parts and f.parts[2] == "docs"
     }
 
-    expected_doc_urls = {
-        doc_url
-        for doc_url in expected_doc_urls
-        for suspend_provider in suspended_providers
-        if suspend_provider not in doc_url
-    }
+    if suspended_providers:
+        expected_doc_urls = {
+            doc_url
+            for doc_url in expected_doc_urls
+            for suspend_provider in suspended_providers
+            if suspend_provider not in doc_url
+        }
 
     if suspended_logos:
         console.print("[yellow]Suspended logos:[/]")
diff --git a/scripts/in_container/verify_providers.py b/scripts/in_container/verify_providers.py
index 5f2ffcdb8c80a..a67b565a26dc8 100755
--- a/scripts/in_container/verify_providers.py
+++ b/scripts/in_container/verify_providers.py
@@ -47,13 +47,7 @@
 USE_AIRFLOW_VERSION = os.environ.get("USE_AIRFLOW_VERSION") or ""
 IS_AIRFLOW_VERSION_PROVIDED = re.match(r"^(\d+)\.(\d+)\.(\d+)\S*$", USE_AIRFLOW_VERSION)
 
-SKIP_IMPORTING_PACKAGES: list[str] = [
-    "airflow.providers.google.cloud.utils.mlengine_prediction_summary",
-    "airflow.providers.google.cloud.operators.dataflow",
-    "airflow.providers.google.cloud.hooks.dataflow",
-    "airflow.providers.google.cloud.sensors.dataflow",
-    "airflow.providers.google.cloud.triggers.dataflow",
-]
+SKIP_IMPORTING_PACKAGES: list[str] = []
 
 
 class EntityType(Enum):
diff --git a/uv.lock b/uv.lock
index d794145db453d..a39119a8d0fb3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -93,6 +93,7 @@ apache-airflow-providers-ssh = false
 apache-airflow-providers-papermill = false
 apache-airflow-providers-google = false
 pydantic-ai-skills = "2026-07-16T00:00:00Z"
+apache-airflow-providers-apache-beam = false
 apache-airflow-providers-microsoft-psrp = false
 apache-airflow-providers-vertica = false
 apache-airflow-providers-apache-hdfs = false
@@ -166,8 +167,8 @@ apache-airflow-providers-openai = false
 apache-airflow-task-sdk-integration-tests = false
 apache-airflow-providers-smtp = false
 apache-airflow-providers-dingding = false
-apache-airflow-providers-apache-kylin = false
 apache-airflow-providers-cloudant = false
+apache-airflow-providers-apache-kylin = false
 
 [manifest]
 members = [
@@ -191,6 +192,7 @@ members = [
     "apache-airflow-providers-amazon",
     "apache-airflow-providers-anthropic",
     "apache-airflow-providers-apache-arrow",
+    "apache-airflow-providers-apache-beam",
     "apache-airflow-providers-apache-cassandra",
     "apache-airflow-providers-apache-drill",
     "apache-airflow-providers-apache-druid",
@@ -516,7 +518,7 @@ resolution-markers = [
     "(python_full_version < '3.11' and platform_machine != 'arm64') or (python_full_version < '3.11' and sys_platform != 'darwin')",
 ]
 dependencies = [
-    { name = "caio", version = "0.9.25", source = { registry = "https://pypi.org/simple" } },
+    { name = "caio", version = "0.9.25", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/67/e2/d7cb819de8df6b5c1968a2756c3cb4122d4fa2b8fc768b53b7c9e5edb646/aiofile-3.9.0.tar.gz", hash = "sha256:e5ad718bb148b265b6df1b3752c4d1d83024b93da9bd599df74b9d9ffcf7919b", size = 17943, upload-time = "2024-10-08T10:39:35.846Z" }
 wheels = [
@@ -548,7 +550,7 @@ resolution-markers = [
     "(python_full_version == '3.11.*' and platform_machine != 'arm64' and sys_platform == 'darwin') or (python_full_version == '3.11.*' and sys_platform != 'darwin' and sys_platform != 'emscripten' and sys_platform != 'win32')",
 ]
 dependencies = [
-    { name = "caio", version = "0.12.2", source = { registry = "https://pypi.org/simple" } },
+    { name = "caio", version = "0.12.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/14/31/edb06aabd8f8f0b56d659f30800795f40b93cba96be946ce179f6931e3a5/aiofile-3.12.3.tar.gz", hash = "sha256:caa6aa746b5e47e2165f7abd741b6415e49cf4d44fddc0f61844612cc3924d41", size = 21600, upload-time = "2026-08-04T22:59:27.171Z" }
 wheels = [
@@ -748,7 +750,7 @@ name = "aiohttp-cors"
 version = "0.8.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "aiohttp" },
+    { name = "aiohttp", marker = "python_full_version < '3.15'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/d89e846a5444b3d5eb8985a6ddb0daef3774928e1bfbce8e84ec97b0ffa7/aiohttp_cors-0.8.1.tar.gz", hash = "sha256:ccacf9cb84b64939ea15f859a146af1f662a6b1d68175754a07315e305fb1403", size = 38626, upload-time = "2025-03-31T14:16:20.048Z" }
 wheels = [
@@ -900,7 +902,7 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 dependencies = [
-    { name = "alibabacloud-tea" },
+    { name = "alibabacloud-tea", marker = "python_full_version >= '3.15'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/92/7cb0807d6d380fa09cbad6d4fe983781e657dcc16d60fc559d6575bf98be/alibabacloud_credentials-0.3.6.tar.gz", hash = "sha256:caa82cf258648dcbe1ca14aeba50ba21845567d6ac3cd48d318e0a445fff7f96", size = 18771, upload-time = "2024-10-28T03:40:03.806Z" }
 
@@ -928,10 +930,10 @@ resolution-markers = [
     "(python_full_version < '3.11' and platform_machine != 'arm64') or (python_full_version < '3.11' and sys_platform != 'darwin')",
 ]
 dependencies = [
-    { name = "aiofiles", version = "24.1.0", source = { registry = "https://pypi.org/simple" } },
-    { name = "alibabacloud-credentials-api" },
-    { name = "alibabacloud-tea" },
-    { name = "apscheduler" },
+    { name = "aiofiles", version = "24.1.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "alibabacloud-credentials-api", marker = "python_full_version < '3.15'" },
+    { name = "alibabacloud-tea", marker = "python_full_version < '3.15'" },
+    { name = "apscheduler", marker = "python_full_version < '3.15'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/25/19/bc359efb0c12f400a89783f8dc87a7261a955d73acc7b766a736e5597851/alibabacloud_credentials-1.0.12.tar.gz", hash = "sha256:87da41ea3ffb146b44d999c62c160c2b96b0c30275ae35205bcdfe79ba0c4119", size = 43203, upload-time = "2026-08-18T04:34:16.32Z" }
 wheels = [
@@ -1012,9 +1014,9 @@ resolution-markers = [
     "python_full_version >= '3.15' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 dependencies = [
-    { name = "alibabacloud-credentials", version = "0.3.6", source = { registry = "https://pypi.org/simple" } },
-    { name = "alibabacloud-gateway-spi" },
-    { name = "darabonba-core" },
+    { name = "alibabacloud-credentials", version = "0.3.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.15'" },
+    { name = "alibabacloud-gateway-spi", marker = "python_full_version >= '3.15'" },
+    { name = "darabonba-core", marker = "python_full_version >= '3.15'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/6f/03/e5856775e80250c3340b17d504de22294fb382cddd08e907972ac9403fd3/alibabacloud_tea_openapi-0.4.0rc3.tar.gz", hash = "sha256:1797afb22d9c96b7196eea3d1c4b1a38b3df8f1d19aed66e44a82c68eda3eda1", size = 21123, upload-time = "2025-04-16T06:03:02.273Z" }
 
@@ -1042,11 +1044,11 @@ resolution-markers = [
     "(python_full_version < '3.11' and platform_machine != 'arm64') or (python_full_version < '3.11' and sys_platform != 'darwin')",
 ]
 dependencies = [
-    { name = "alibabacloud-credentials", version = "1.0.12", source = { registry = "https://pypi.org/simple" } },
-    { name = "alibabacloud-gateway-spi" },
-    { name = "alibabacloud-tea-util" },
-    { name = "cryptography" },
-    { name = "darabonba-core" },
+    { name = "alibabacloud-credentials", version = "1.0.12", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.15'" },
+    { name = "alibabacloud-gateway-spi", marker = "python_full_version < '3.15'" },
+    { name = "alibabacloud-tea-util", marker = "python_full_version < '3.15'" },
+    { name = "cryptography", marker = "python_full_version < '3.15'" },
+    { name = "darabonba-core", marker = "python_full_version < '3.15'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ab/34/1918a2d780676494365c7f945bfab397ecddb988054d78025bd26f438977/alibabacloud_tea_openapi-0.4.6.tar.gz", hash = "sha256:dafc32401712f5b21c12dc3d05ba887a91ad156d9b49a7662279f9fd90526fb2", size = 26742, upload-time = "2026-08-17T08:34:11.55Z" }
 wheels = [
@@ -1171,6 +1173,7 @@ all = [
     { name = "apache-airflow-providers-amazon", extra = ["aiobotocore", "python3-saml", "s3fs"] },
     { name = "apache-airflow-providers-anthropic" },
     { name = "apache-airflow-providers-apache-arrow" },
+    { name = "apache-airflow-providers-apache-beam" },
     { name = "apache-airflow-providers-apache-cassandra", marker = "python_full_version != '3.14.*'" },
     { name = "apache-airflow-providers-apache-drill" },
     { name = "apache-airflow-providers-apache-druid" },
@@ -1296,6 +1299,9 @@ apache-arrow = [
 apache-atlas = [
     { name = "atlasclient" },
 ]
+apache-beam = [
+    { name = "apache-airflow-providers-apache-beam" },
+]
 apache-cassandra = [
     { name = "apache-airflow-providers-apache-cassandra", marker = "python_full_version != '3.14.*'" },
 ]
@@ -1741,6 +1747,8 @@ requires-dist = [
     { name = "apache-airflow-providers-anthropic", marker = "extra == 'anthropic'", editable = "providers/anthropic" },
     { name = "apache-airflow-providers-apache-arrow", marker = "extra == 'all'", editable = "providers/apache/arrow" },
     { name = "apache-airflow-providers-apache-arrow", marker = "extra == 'apache-arrow'", editable = "providers/apache/arrow" },
+    { name = "apache-airflow-providers-apache-beam", marker = "extra == 'all'", editable = "providers/apache/beam" },
+    { name = "apache-airflow-providers-apache-beam", marker = "extra == 'apache-beam'", editable = "providers/apache/beam" },
     { name = "apache-airflow-providers-apache-cassandra", marker = "python_full_version != '3.14.*' and extra == 'all'", editable = "providers/apache/cassandra" },
     { name = "apache-airflow-providers-apache-cassandra", marker = "python_full_version != '3.14.*' and extra == 'apache-cassandra'", editable = "providers/apache/cassandra" },
     { name = "apache-airflow-providers-apache-drill", marker = "extra == 'all'", editable = "providers/apache/drill" },
@@ -1950,7 +1958,7 @@ requires-dist = [
     { name = "sentry-sdk", marker = "extra == 'sentry'", specifier = ">=2.30.0" },
     { name = "uv", marker = "extra == 'uv'", specifier = ">=0.12.5" },
 ]
-provides-extras = ["all-core", "async", "graphviz", "gunicorn", "kerberos", "memray", "otel", "statsd", "all-task-sdk", "airbyte", "akeyless", "alibaba", "amazon", "anthropic", "apache-arrow", "apache-cassandra", "apache-drill", "apache-druid", "apache-flink", "apache-hdfs", "apache-hive", "apache-iceberg", "apache-impala", "apache-kafka", "apache-kylin", "apache-livy", "apache-pig", "apache-pinot", "apache-spark", "apache-tinkerpop", "apprise", "arangodb", "asana", "atlassian-jira", "celery", "clickhousedb", "cloudant", "cncf-kubernetes", "cohere", "common-ai", "common-compat", "common-io", "common-messaging", "common-sql", "databricks", "datadog", "dbt-cloud", "dingding", "discord", "docker", "edge3", "elasticsearch", "exasol", "fab", "facebook", "ftp", "git", "github", "google", "grpc", "hashicorp", "http", "imap", "influxdb", "informatica", "jdbc", "jenkins", "keycloak", "microsoft-azure", "microsoft-mssql", "microsoft-psrp", "microsoft-winrm", "mongo", "mysql", "neo4j", "odbc", "openai", "openfaas", "openlineage", "opensearch", "opsgenie", "oracle", "pagerduty", "papermill", "pgvector", "pinecone", "postgres", "presto", "qdrant", "redis", "salesforce", "samba", "segment", "sendgrid", "sftp", "singularity", "slack", "smtp", "snowflake", "sqlite", "ssh", "standard", "tableau", "telegram", "teradata", "trino", "vertica", "vespa", "weaviate", "yandex", "ydb", "zendesk", "all", "aiobotocore", "apache-atlas", "apache-webhdfs", "amazon-aws-auth", "cloudpickle", "github-enterprise", "google-auth", "ldap", "pandas", "polars", "rabbitmq", "sentry", "s3fs", "uv"]
+provides-extras = ["all-core", "async", "graphviz", "gunicorn", "kerberos", "memray", "otel", "statsd", "all-task-sdk", "airbyte", "akeyless", "alibaba", "amazon", "anthropic", "apache-arrow", "apache-beam", "apache-cassandra", "apache-drill", "apache-druid", "apache-flink", "apache-hdfs", "apache-hive", "apache-iceberg", "apache-impala", "apache-kafka", "apache-kylin", "apache-livy", "apache-pig", "apache-pinot", "apache-spark", "apache-tinkerpop", "apprise", "arangodb", "asana", "atlassian-jira", "celery", "clickhousedb", "cloudant", "cncf-kubernetes", "cohere", "common-ai", "common-compat", "common-io", "common-messaging", "common-sql", "databricks", "datadog", "dbt-cloud", "dingding", "discord", "docker", "edge3", "elasticsearch", "exasol", "fab", "facebook", "ftp", "git", "github", "google", "grpc", "hashicorp", "http", "imap", "influxdb", "informatica", "jdbc", "jenkins", "keycloak", "microsoft-azure", "microsoft-mssql", "microsoft-psrp", "microsoft-winrm", "mongo", "mysql", "neo4j", "odbc", "openai", "openfaas", "openlineage", "opensearch", "opsgenie", "oracle", "pagerduty", "papermill", "pgvector", "pinecone", "postgres", "presto", "qdrant", "redis", "salesforce", "samba", "segment", "sendgrid", "sftp", "singularity", "slack", "smtp", "snowflake", "sqlite", "ssh", "standard", "tableau", "telegram", "teradata", "trino", "vertica", "vespa", "weaviate", "yandex", "ydb", "zendesk", "all", "aiobotocore", "apache-atlas", "apache-webhdfs", "amazon-aws-auth", "cloudpickle", "github-enterprise", "google-auth", "ldap", "pandas", "polars", "rabbitmq", "sentry", "s3fs", "uv"]
 
 [package.metadata.requires-dev]
 ci-image = [
@@ -3536,6 +3544,61 @@ dev = [
 ]
 docs = [{ name = "apache-airflow-devel-common", extras = ["docs"], editable = "devel-common" }]
 
+[[package]]
+name = "apache-airflow-providers-apache-beam"
+version = "6.2.3"
+source = { editable = "providers/apache/beam" }
+dependencies = [
+    { name = "apache-airflow" },
+    { name = "apache-airflow-providers-common-compat" },
+    { name = "apache-beam" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "pyarrow" },
+]
+
+[package.optional-dependencies]
+google = [
+    { name = "apache-beam", extra = ["gcp"] },
+]
+
+[package.dev-dependencies]
+dev = [
+    { name = "apache-airflow" },
+    { name = "apache-airflow-devel-common" },
+    { name = "apache-airflow-providers-common-compat" },
+    { name = "apache-airflow-providers-google" },
+    { name = "apache-airflow-task-sdk" },
+]
+docs = [
+    { name = "apache-airflow-devel-common", extra = ["docs"] },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "apache-airflow", editable = "." },
+    { name = "apache-airflow-providers-common-compat", editable = "providers/common/compat" },
+    { name = "apache-beam", specifier = ">=2.76.0" },
+    { name = "apache-beam", extras = ["gcp"], marker = "extra == 'google'", specifier = ">=2.76.0" },
+    { name = "numpy", marker = "python_full_version < '3.11'", specifier = ">=1.22.4" },
+    { name = "numpy", marker = "python_full_version == '3.11.*'", specifier = ">=1.23.2" },
+    { name = "numpy", marker = "python_full_version >= '3.12' and python_full_version < '3.14'", specifier = ">=1.26.0" },
+    { name = "numpy", marker = "python_full_version >= '3.14'", specifier = ">=2.4.3" },
+    { name = "pyarrow", marker = "python_full_version < '3.14'", specifier = ">=16.1.0" },
+    { name = "pyarrow", marker = "python_full_version >= '3.14'", specifier = ">=22.0.0" },
+]
+provides-extras = ["google"]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "apache-airflow", editable = "." },
+    { name = "apache-airflow-devel-common", editable = "devel-common" },
+    { name = "apache-airflow-providers-common-compat", editable = "providers/common/compat" },
+    { name = "apache-airflow-providers-google", editable = "providers/google" },
+    { name = "apache-airflow-task-sdk", editable = "task-sdk" },
+]
+docs = [{ name = "apache-airflow-devel-common", extras = ["docs"], editable = "devel-common" }]
+
 [[package]]
 name = "apache-airflow-providers-apache-cassandra"
 version = "3.9.5"
@@ -5850,6 +5913,9 @@ dependencies = [
 amazon = [
     { name = "apache-airflow-providers-amazon" },
 ]
+apache-beam = [
+    { name = "apache-airflow-providers-apache-beam" },
+]
 apache-cassandra = [
     { name = "apache-airflow-providers-apache-cassandra" },
 ]
@@ -5916,6 +5982,7 @@ dev = [
     { name = "apache-airflow" },
     { name = "apache-airflow-devel-common" },
     { name = "apache-airflow-providers-amazon" },
+    { name = "apache-airflow-providers-apache-beam" },
     { name = "apache-airflow-providers-apache-cassandra" },
     { name = "apache-airflow-providers-apache-kafka" },
     { name = "apache-airflow-providers-cncf-kubernetes" },
@@ -5947,6 +6014,7 @@ docs = [
 requires-dist = [
     { name = "apache-airflow", editable = "." },
     { name = "apache-airflow-providers-amazon", marker = "extra == 'amazon'", editable = "providers/amazon" },
+    { name = "apache-airflow-providers-apache-beam", marker = "extra == 'apache-beam'", editable = "providers/apache/beam" },
     { name = "apache-airflow-providers-apache-cassandra", marker = "extra == 'apache-cassandra'", editable = "providers/apache/cassandra" },
     { name = "apache-airflow-providers-cncf-kubernetes", marker = "extra == 'cncf-kubernetes'", editable = "providers/cncf/kubernetes" },
     { name = "apache-airflow-providers-common-compat", editable = "providers/common/compat" },
@@ -6045,13 +6113,14 @@ requires-dist = [
     { name = "tenacity", specifier = ">=8.3.0" },
     { name = "types-protobuf", specifier = ">=5.27.0,!=5.29.1.20250402" },
 ]
-provides-extras = ["cncf-kubernetes", "fab", "leveldb", "oracle", "facebook", "amazon", "apache-cassandra", "microsoft-azure", "microsoft-mssql", "mongo", "mysql", "openlineage", "postgres", "presto", "salesforce", "sftp", "ssh", "trino", "http", "standard", "common-messaging"]
+provides-extras = ["apache-beam", "cncf-kubernetes", "fab", "leveldb", "oracle", "facebook", "amazon", "apache-cassandra", "microsoft-azure", "microsoft-mssql", "mongo", "mysql", "openlineage", "postgres", "presto", "salesforce", "sftp", "ssh", "trino", "http", "standard", "common-messaging"]
 
 [package.metadata.requires-dev]
 dev = [
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     { name = "apache-airflow-devel-common", editable = "devel-common" },
     { name = "apache-airflow-providers-amazon", editable = "providers/amazon" },
+    { name = "apache-airflow-providers-apache-beam", editable = "providers/apache/beam" },
     { name = "apache-airflow-providers-apache-cassandra", editable = "providers/apache/cassandra" },
     { name = "apache-airflow-providers-apache-kafka", editable = "providers/apache/kafka" },
     { name = "apache-airflow-providers-cncf-kubernetes", editable = "providers/cncf/kubernetes" },
@@ -7283,8 +7352,7 @@ dependencies = [
 [package.optional-dependencies]
 numpy = [
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
-    { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
 ]
 openlineage = [
     { name = "apache-airflow-providers-openlineage" },
@@ -7299,8 +7367,7 @@ dev = [
     { name = "apache-airflow-providers-openlineage" },
     { name = "apache-airflow-task-sdk" },
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
-    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.11.*'" },
-    { name = "numpy", version = "2.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
 ]
 docs = [
     { name = "apache-airflow-devel-common", extra = ["docs"] },
@@ -8683,8 +8750,7 @@ docs = [
 requires-dist = [
     { name = "apache-airflow", editable = "." },
     { name = "apache-airflow-providers-common-compat", editable = "providers/common/compat" },
-    { name = "grpcio", marker = "python_full_version < '3.14'", specifier = ">=1.70.0" },
-    { name = "grpcio", marker = "python_full_version >= '3.14'", specifier = ">=1.78.0" },
+    { name = "grpcio", specifier = ">=1.78.0" },
     { name = "yandex-query-client", specifier = ">=0.1.4" },
     { name = "yandexcloud", marker = "python_full_version < '3.13'", specifier = ">=0.328.0" },
     { name = "yandexcloud", marker = "python_full_version >= '3.13'", specifier = ">=0.376.0" },
@@ -9453,6 +9519,100 @@ requires-dist = [
 [package.metadata.requires-dev]
 mypy = [{ name = "apache-airflow-devel-common", extras = ["mypy"], editable = "devel-common" }]
 
+[[package]]
+name = "apache-beam"
+version = "2.76.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "beartype" },
+    { name = "cryptography" },
+    { name = "fastavro" },
+    { name = "fasteners" },
+    { name = "grpcio" },
+    { name = "httplib2" },
+    { name = "jsonpickle" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "objsize" },
+    { name = "packaging" },
+    { name = "pillow" },
+    { name = "proto-plus" },
+    { name = "protobuf" },
+    { name = "pyarrow" },
+    { name = "pymongo" },
+    { name = "python-dateutil" },
+    { name = "pytz" },
+    { name = "pyyaml" },
+    { name = "requests" },
+    { name = "sortedcontainers" },
+    { name = "typing-extensions" },
+    { name = "zstandard" },
+]
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