diff --git a/.github/workflows/beam_PostCommit_Python.yml b/.github/workflows/beam_PostCommit_Python.yml
index 80226779d4af..6de20d4d86ef 100644
--- a/.github/workflows/beam_PostCommit_Python.yml
+++ b/.github/workflows/beam_PostCommit_Python.yml
@@ -60,7 +60,7 @@ jobs:
       matrix:
         job_name: [beam_PostCommit_Python]
         job_phrase: [Run Python PostCommit]
-        python_version: ['3.8', '3.9', '3.10', '3.11']
+        python_version: ['3.8', '3.9', '3.10', '3.11', '3.12']
     if: |
       github.event_name == 'workflow_dispatch' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PostCommit_Python_Arm.yml b/.github/workflows/beam_PostCommit_Python_Arm.yml
index cb06e2e90bcd..b817826f332b 100644
--- a/.github/workflows/beam_PostCommit_Python_Arm.yml
+++ b/.github/workflows/beam_PostCommit_Python_Arm.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: [beam_PostCommit_Python_Arm]
         job_phrase: [Run Python PostCommit Arm]
-        python_version: ['3.8', '3.9', '3.10', '3.11']
+        python_version: ['3.8', '3.9', '3.10', '3.11', '3.12']
     if: |
       github.event_name == 'workflow_dispatch' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PostCommit_Python_Examples_Dataflow.yml b/.github/workflows/beam_PostCommit_Python_Examples_Dataflow.yml
index ee3dcdeaf08a..92f760cace4a 100644
--- a/.github/workflows/beam_PostCommit_Python_Examples_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_Python_Examples_Dataflow.yml
@@ -74,14 +74,14 @@ jobs:
         uses: ./.github/actions/setup-environment-action
         with:
           java-version: default
-          python-version: 3.11
+          python-version: 3.12
       - name: Run examplesPostCommit script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
           gradle-command: :sdks:python:test-suites:dataflow:examplesPostCommit
           arguments: |
             -PuseWheelDistribution \
-            -PpythonVersion=3.11 \
+            -PpythonVersion=3.12 \
       - name: Archive Python Test Results
         uses: actions/upload-artifact@v4
         if: failure()
diff --git a/.github/workflows/beam_PostCommit_Python_Examples_Direct.yml b/.github/workflows/beam_PostCommit_Python_Examples_Direct.yml
index 0a14b423a3bd..e610301a9b68 100644
--- a/.github/workflows/beam_PostCommit_Python_Examples_Direct.yml
+++ b/.github/workflows/beam_PostCommit_Python_Examples_Direct.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_Examples_Direct"]
         job_phrase: ["Run Python Examples_Direct"]
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_Examples_Flink.yml b/.github/workflows/beam_PostCommit_Python_Examples_Flink.yml
index f6b6a603ff89..9c87a683e677 100644
--- a/.github/workflows/beam_PostCommit_Python_Examples_Flink.yml
+++ b/.github/workflows/beam_PostCommit_Python_Examples_Flink.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_Examples_Flink"]
         job_phrase: ["Run Python Examples_Flink"]
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_Examples_Spark.yml b/.github/workflows/beam_PostCommit_Python_Examples_Spark.yml
index 17dd383f5639..b4fa42f78694 100644
--- a/.github/workflows/beam_PostCommit_Python_Examples_Spark.yml
+++ b/.github/workflows/beam_PostCommit_Python_Examples_Spark.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_Examples_Spark"]
         job_phrase: ["Run Python Examples_Spark"]
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_MongoDBIO_IT.yml b/.github/workflows/beam_PostCommit_Python_MongoDBIO_IT.yml
index b50b6711712b..efde7ac98a8f 100644
--- a/.github/workflows/beam_PostCommit_Python_MongoDBIO_IT.yml
+++ b/.github/workflows/beam_PostCommit_Python_MongoDBIO_IT.yml
@@ -74,13 +74,13 @@ jobs:
         uses: ./.github/actions/setup-environment-action
         with:
           java-version: default
-          python-version: 3.11
+          python-version: 3.12
       - name: Run mongodbioIT script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
-          gradle-command: :sdks:python:test-suites:direct:py311:mongodbioIT
+          gradle-command: :sdks:python:test-suites:direct:py312:mongodbioIT
           arguments: |
-            -PpythonVersion=3.11 \
+            -PpythonVersion=3.12 \
       - name: Archive Python Test Results
         uses: actions/upload-artifact@v4
         if: failure()
diff --git a/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow.yml b/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow.yml
index bb3bae69806c..4c31d7bb7a44 100644
--- a/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow.yml
@@ -65,7 +65,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_ValidatesContainer_Dataflow"]
         job_phrase: ["Run Python Dataflow ValidatesContainer"]
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow_With_RC.yml b/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow_With_RC.yml
index c13df624e7af..bd2701950178 100644
--- a/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow_With_RC.yml
+++ b/.github/workflows/beam_PostCommit_Python_ValidatesContainer_Dataflow_With_RC.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_ValidatesContainer_Dataflow_With_RC"]
         job_phrase: ["Run Python RC Dataflow ValidatesContainer"]
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Dataflow.yml b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Dataflow.yml
index 7c2a46b6c91f..6e7ad5e3f2a6 100644
--- a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Dataflow.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_ValidatesRunner_Dataflow"]
         job_phrase: ["Run Python Dataflow ValidatesRunner"]
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Flink.yml b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Flink.yml
index 18c0c8d55c43..529e535f1bdc 100644
--- a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Flink.yml
+++ b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Flink.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_ValidatesRunner_Flink"]
         job_phrase: ["Run Python Flink ValidatesRunner"]
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Samza.yml b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Samza.yml
index 54f52992b50d..961b5390ac5b 100644
--- a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Samza.yml
+++ b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Samza.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_ValidatesRunner_Samza"]
         job_phrase: ["Run Python Samza ValidatesRunner"]
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Spark.yml b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Spark.yml
index 2407176bc095..546f40ecad1b 100644
--- a/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Spark.yml
+++ b/.github/workflows/beam_PostCommit_Python_ValidatesRunner_Spark.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_Python_ValidatesRunner_Spark"]
         job_phrase: ["Run Python Spark ValidatesRunner"]
-        python_version: ['3.8', '3.9', '3.11']
+        python_version: ['3.8', '3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
diff --git a/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Dataflow.yml b/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Dataflow.yml
index e5a2c1b39134..2ee94f9e7e8e 100644
--- a/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Dataflow.yml
@@ -75,7 +75,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            3.12
       - name: run PostCommit Python Xlang Gcp Dataflow script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
diff --git a/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Direct.yml b/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Direct.yml
index d4e57997da70..db82a5a94b49 100644
--- a/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Direct.yml
+++ b/.github/workflows/beam_PostCommit_Python_Xlang_Gcp_Direct.yml
@@ -75,7 +75,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            3.12
       - name: run PostCommit Python Xlang Gcp Direct script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
diff --git a/.github/workflows/beam_PostCommit_Python_Xlang_IO_Dataflow.yml b/.github/workflows/beam_PostCommit_Python_Xlang_IO_Dataflow.yml
index 66402fad0b8d..3080d8652893 100644
--- a/.github/workflows/beam_PostCommit_Python_Xlang_IO_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_Python_Xlang_IO_Dataflow.yml
@@ -75,7 +75,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            3.12
       - name: run PostCommit Python Xlang IO Dataflow script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
diff --git a/.github/workflows/beam_PostCommit_Sickbay_Python.yml b/.github/workflows/beam_PostCommit_Sickbay_Python.yml
index 1a09341adeb1..ad5f90d2bab5 100644
--- a/.github/workflows/beam_PostCommit_Sickbay_Python.yml
+++ b/.github/workflows/beam_PostCommit_Sickbay_Python.yml
@@ -61,7 +61,7 @@ jobs:
         job_name: [beam_PostCommit_Sickbay_Python]
         job_phrase_1: [Run Python]
         job_phrase_2: [PostCommit Sickbay]
-        python_version: ['3.8', '3.9', '3.10', '3.11']
+        python_version: ['3.8', '3.9', '3.10', '3.11', '3.12']
     if: |
       github.event_name == 'workflow_dispatch' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PostCommit_TransformService_Direct.yml b/.github/workflows/beam_PostCommit_TransformService_Direct.yml
index 46d883b48681..196a9b76123c 100644
--- a/.github/workflows/beam_PostCommit_TransformService_Direct.yml
+++ b/.github/workflows/beam_PostCommit_TransformService_Direct.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_TransformService_Direct"]
         job_phrase: ["Run TransformService_Direct PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -77,7 +77,7 @@ jobs:
           java-version: 11
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run TransformService Direct script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
diff --git a/.github/workflows/beam_PostCommit_XVR_Direct.yml b/.github/workflows/beam_PostCommit_XVR_Direct.yml
index de1b995bc649..a840fcc34f02 100644
--- a/.github/workflows/beam_PostCommit_XVR_Direct.yml
+++ b/.github/workflows/beam_PostCommit_XVR_Direct.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_XVR_Direct"]
         job_phrase: ["Run XVR_Direct PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -76,7 +76,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run PostCommit XVR Direct script
         env:
           CLOUDSDK_CONFIG: ${{ env.KUBELET_GCLOUD_CONFIG_PATH}}
diff --git a/.github/workflows/beam_PostCommit_XVR_Flink.yml b/.github/workflows/beam_PostCommit_XVR_Flink.yml
index 134efdf0dfc3..9b4a48bb90a0 100644
--- a/.github/workflows/beam_PostCommit_XVR_Flink.yml
+++ b/.github/workflows/beam_PostCommit_XVR_Flink.yml
@@ -63,7 +63,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_XVR_Flink"]
         job_phrase: ["Run XVR_Flink PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -77,7 +77,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run PostCommit XVR Flink script
         env:
           CLOUDSDK_CONFIG: ${{ env.KUBELET_GCLOUD_CONFIG_PATH}}
diff --git a/.github/workflows/beam_PostCommit_XVR_JavaUsingPython_Dataflow.yml b/.github/workflows/beam_PostCommit_XVR_JavaUsingPython_Dataflow.yml
index ff2edee6f562..5a4338a615ea 100644
--- a/.github/workflows/beam_PostCommit_XVR_JavaUsingPython_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_XVR_JavaUsingPython_Dataflow.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_XVR_JavaUsingPython_Dataflow"]
         job_phrase: ["Run XVR_JavaUsingPython_Dataflow PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -76,7 +76,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run PostCommit XVR JavaUsingPython Dataflow script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
diff --git a/.github/workflows/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow.yml b/.github/workflows/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow.yml
index 5cf43dbeea40..7545624c3fe5 100644
--- a/.github/workflows/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow.yml
@@ -73,13 +73,13 @@ jobs:
       - name: Setup environment
         uses: ./.github/actions/setup-environment-action
         with:
-          python-version: 3.11
+          python-version: 3.12
       - name: run PostCommit XVR PythonUsingJavaSQL Dataflow script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
           gradle-command: :runners:google-cloud-dataflow-java:validatesCrossLanguageRunnerPythonUsingSql
           arguments: |
-            -PpythonVersion=3.11 \
+            -PpythonVersion=3.12 \
       - name: Archive Python Test Results
         uses: actions/upload-artifact@v4
         if: failure()
diff --git a/.github/workflows/beam_PostCommit_XVR_PythonUsingJava_Dataflow.yml b/.github/workflows/beam_PostCommit_XVR_PythonUsingJava_Dataflow.yml
index da7d88213e69..1d053aa479d5 100644
--- a/.github/workflows/beam_PostCommit_XVR_PythonUsingJava_Dataflow.yml
+++ b/.github/workflows/beam_PostCommit_XVR_PythonUsingJava_Dataflow.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_XVR_PythonUsingJava_Dataflow"]
         job_phrase: ["Run XVR_PythonUsingJava_Dataflow PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -76,7 +76,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run PostCommit XVR PythonUsingJava Dataflow script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
diff --git a/.github/workflows/beam_PostCommit_XVR_Samza.yml b/.github/workflows/beam_PostCommit_XVR_Samza.yml
index b56872dd778b..37f7a7281719 100644
--- a/.github/workflows/beam_PostCommit_XVR_Samza.yml
+++ b/.github/workflows/beam_PostCommit_XVR_Samza.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_XVR_Samza"]
         job_phrase: ["Run XVR_Samza PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -76,7 +76,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run PostCommit XVR Samza script
         env:
           CLOUDSDK_CONFIG: ${{ env.KUBELET_GCLOUD_CONFIG_PATH}}
diff --git a/.github/workflows/beam_PostCommit_XVR_Spark3.yml b/.github/workflows/beam_PostCommit_XVR_Spark3.yml
index 68f9cb93b5f6..da38dca507a9 100644
--- a/.github/workflows/beam_PostCommit_XVR_Spark3.yml
+++ b/.github/workflows/beam_PostCommit_XVR_Spark3.yml
@@ -62,7 +62,7 @@ jobs:
       matrix:
         job_name: ["beam_PostCommit_XVR_Spark3"]
         job_phrase: ["Run XVR_Spark3 PostCommit"]
-        python_version: ['3.8','3.11']
+        python_version: ['3.8','3.12']
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
@@ -76,7 +76,7 @@ jobs:
         with:
           python-version: |
             3.8
-            3.11
+            ${{ matrix.python_version }}
       - name: run PostCommit XVR Spark3 script
         env:
           CLOUDSDK_CONFIG: ${{ env.KUBELET_GCLOUD_CONFIG_PATH}}
diff --git a/.github/workflows/beam_PreCommit_Portable_Python.yml b/.github/workflows/beam_PreCommit_Portable_Python.yml
index 1c7bdf157f7a..09ffed626422 100644
--- a/.github/workflows/beam_PreCommit_Portable_Python.yml
+++ b/.github/workflows/beam_PreCommit_Portable_Python.yml
@@ -86,7 +86,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Portable_Python']
         job_phrase: ['Run Portable_Python PreCommit']
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_Python.yml b/.github/workflows/beam_PreCommit_Python.yml
index c96e7cf0bd3c..cc539b4c2f16 100644
--- a/.github/workflows/beam_PreCommit_Python.yml
+++ b/.github/workflows/beam_PreCommit_Python.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python']
         job_phrase: ['Run Python PreCommit']
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_PythonDocker.yml b/.github/workflows/beam_PreCommit_PythonDocker.yml
index d708d58924da..5fcef7216944 100644
--- a/.github/workflows/beam_PreCommit_PythonDocker.yml
+++ b/.github/workflows/beam_PreCommit_PythonDocker.yml
@@ -64,9 +64,9 @@ jobs:
       matrix:
         job_name: ["beam_PreCommit_PythonDocker"]
         job_phrase: ["Run PythonDocker PreCommit"]
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
-      github.event_name == 'push' || 
+      github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
       github.event_name == 'workflow_dispatch' ||
       (github.event_name == 'schedule' && github.repository == 'apache/beam') ||
diff --git a/.github/workflows/beam_PreCommit_Python_Dataframes.yml b/.github/workflows/beam_PreCommit_Python_Dataframes.yml
index b41da9ec3185..c5600f50b574 100644
--- a/.github/workflows/beam_PreCommit_Python_Dataframes.yml
+++ b/.github/workflows/beam_PreCommit_Python_Dataframes.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python_Dataframes']
         job_phrase: ['Run Python_Dataframes PreCommit']
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_Python_Examples.yml b/.github/workflows/beam_PreCommit_Python_Examples.yml
index 2b100f05d176..62d8337ff8f1 100644
--- a/.github/workflows/beam_PreCommit_Python_Examples.yml
+++ b/.github/workflows/beam_PreCommit_Python_Examples.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python_Examples']
         job_phrase: ['Run Python_Examples PreCommit']
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_Python_Integration.yml b/.github/workflows/beam_PreCommit_Python_Integration.yml
index e2531f5eea2e..a92201d83b79 100644
--- a/.github/workflows/beam_PreCommit_Python_Integration.yml
+++ b/.github/workflows/beam_PreCommit_Python_Integration.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python_Integration']
         job_phrase: ['Run Python_Integration PreCommit']
-        python_version: ['3.8', '3.11']
+        python_version: ['3.8', '3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_Python_ML.yml b/.github/workflows/beam_PreCommit_Python_ML.yml
index 779f222366a2..1dd50ccd22a3 100644
--- a/.github/workflows/beam_PreCommit_Python_ML.yml
+++ b/.github/workflows/beam_PreCommit_Python_ML.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python_ML']
         job_phrase: ['Run Python_ML PreCommit']
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_Python_PVR_Flink.yml b/.github/workflows/beam_PreCommit_Python_PVR_Flink.yml
index 64609737cb25..95e59e7b4a5f 100644
--- a/.github/workflows/beam_PreCommit_Python_PVR_Flink.yml
+++ b/.github/workflows/beam_PreCommit_Python_PVR_Flink.yml
@@ -87,8 +87,8 @@ jobs:
         job_phrase: ["Run Python_PVR_Flink PreCommit"]
     timeout-minutes: 120
     if: |
-      github.event_name == 'push' || 
-      github.event_name == 'pull_request_target' || 
+      github.event_name == 'push' ||
+      github.event_name == 'pull_request_target' ||
       (github.event_name == 'schedule' && github.repository == 'apache/beam') ||
       github.event_name == 'workflow_dispatch' ||
       github.event.comment.body == 'Run Python_PVR_Flink PreCommit'
@@ -104,15 +104,15 @@ jobs:
       - name: Setup environment
         uses: ./.github/actions/setup-environment-action
         with:
-          python-version: 3.11
+          python-version: 3.12
       - name: run Python PVR Flink PreCommit script
         uses: ./.github/actions/gradle-command-self-hosted-action
         env:
           CLOUDSDK_CONFIG: ${{ env.KUBELET_GCLOUD_CONFIG_PATH}}
         with:
-          gradle-command: :sdks:python:test-suites:portable:py311:flinkValidatesRunner
+          gradle-command: :sdks:python:test-suites:portable:py312:flinkValidatesRunner
           arguments: |
-            -PpythonVersion=3.11 \
+            -PpythonVersion=3.12 \
       - name: Archive Python Test Results
         uses: actions/upload-artifact@v4
         if: failure()
diff --git a/.github/workflows/beam_PreCommit_Python_Runners.yml b/.github/workflows/beam_PreCommit_Python_Runners.yml
index 080c191443b9..eaf565826d5f 100644
--- a/.github/workflows/beam_PreCommit_Python_Runners.yml
+++ b/.github/workflows/beam_PreCommit_Python_Runners.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python_Runners']
         job_phrase: ['Run Python_Runners PreCommit']
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_PreCommit_Python_Transforms.yml b/.github/workflows/beam_PreCommit_Python_Transforms.yml
index 20d31304150f..2528aee525d7 100644
--- a/.github/workflows/beam_PreCommit_Python_Transforms.yml
+++ b/.github/workflows/beam_PreCommit_Python_Transforms.yml
@@ -64,7 +64,7 @@ jobs:
       matrix:
         job_name: ['beam_PreCommit_Python_Transforms']
         job_phrase: ['Run Python_Transforms PreCommit']
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
diff --git a/.github/workflows/beam_Python_ValidatesContainer_Dataflow_ARM.yml b/.github/workflows/beam_Python_ValidatesContainer_Dataflow_ARM.yml
index 8871af45b50e..4a232c4511f7 100644
--- a/.github/workflows/beam_Python_ValidatesContainer_Dataflow_ARM.yml
+++ b/.github/workflows/beam_Python_ValidatesContainer_Dataflow_ARM.yml
@@ -54,7 +54,7 @@ jobs:
       matrix:
         job_name: [beam_Python_ValidatesContainer_Dataflow_ARM]
         job_phrase: [Run Python ValidatesContainer Dataflow ARM]
-        python_version: ['3.8','3.9','3.10','3.11']
+        python_version: ['3.8','3.9','3.10','3.11','3.12']
     if: |
       github.event_name == 'push' ||
       (github.event_name == 'schedule' && github.repository == 'apache/beam') ||
@@ -99,7 +99,7 @@ jobs:
         id: run_script
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
-          gradle-command: :sdks:python:test-suites:dataflow:py${{steps.set_py_ver_clean.outputs.py_ver_clean}}:validatesContainerARM 
+          gradle-command: :sdks:python:test-suites:dataflow:py${{steps.set_py_ver_clean.outputs.py_ver_clean}}:validatesContainerARM
           arguments: |
             -PpythonVersion=${{ matrix.python_version }} \
             -Pcontainer-architecture-list=arm64,amd64 \
diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml
index 7b6ac3355b80..5142b0b22c30 100644
--- a/.github/workflows/build_wheels.yml
+++ b/.github/workflows/build_wheels.yml
@@ -48,7 +48,7 @@ jobs:
     runs-on: ubuntu-latest
     env:
       EVENT_NAME: ${{ github.event_name }}
-      PY_VERSIONS_FULL: "cp38-* cp39-* cp310-* cp311-*"
+      PY_VERSIONS_FULL: "cp38-* cp39-* cp310-* cp311-* cp312-*"
     outputs:
       gcp-variables-set: ${{ steps.check_gcp_variables.outputs.gcp-variables-set }}
       py-versions-full: ${{ steps.set-py-versions.outputs.py-versions-full }}
diff --git a/.github/workflows/python_dependency_tests.yml b/.github/workflows/python_dependency_tests.yml
index 1c4012029d56..fed1056b90b2 100644
--- a/.github/workflows/python_dependency_tests.yml
+++ b/.github/workflows/python_dependency_tests.yml
@@ -30,6 +30,7 @@ jobs:
             {"py_ver": "3.9", "py_env": "py39"},
             {"py_ver": "3.10", "py_env": "py310" },
             { "py_ver": "3.11", "py_env": "py311" },
+            { "py_ver": "3.12", "py_env": "py312" },
           ]
     steps:
       - name: Checkout code
diff --git a/.github/workflows/python_tests.yml b/.github/workflows/python_tests.yml
index c7840797e856..efc5af84c4bc 100644
--- a/.github/workflows/python_tests.yml
+++ b/.github/workflows/python_tests.yml
@@ -102,6 +102,7 @@ jobs:
           {"py_ver": "3.9", "tox_env": "py39"},
           {"py_ver": "3.10", "tox_env": "py310" },
           { "py_ver": "3.11", "tox_env": "py311" },
+          { "py_ver": "3.12", "tox_env": "py312" },
         ]
     steps:
       - name: Checkout code
@@ -134,7 +135,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [[self-hosted, ubuntu-20.04, main], macos-latest, windows-latest]
-        python: ["3.8", "3.9", "3.10", "3.11"]
+        python: ["3.8", "3.9", "3.10", "3.11", "3.12"]
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
@@ -159,7 +160,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [[self-hosted, ubuntu-20.04, main], macos-latest, windows-latest]
-        python: ["3.8", "3.9", "3.10", "3.11"]
+        python: ["3.8", "3.9", "3.10", "3.11", "3.12"]
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
diff --git a/.github/workflows/update_python_dependencies.yml b/.github/workflows/update_python_dependencies.yml
index b2827745148a..80cb120a78bf 100644
--- a/.github/workflows/update_python_dependencies.yml
+++ b/.github/workflows/update_python_dependencies.yml
@@ -16,7 +16,7 @@
 # under the License.
 
 # This workflow will update python dependencies as part of the release process
-# And commit the changes into the branch release, creating a PR into the branch 
+# And commit the changes into the branch release, creating a PR into the branch
 
 name: Update Python Depedencies
 
@@ -43,7 +43,7 @@ jobs:
       properties: ${{ steps.test-properties.outputs.properties }}
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4        
+        uses: actions/checkout@v4
       - id: test-properties
         uses: ./.github/actions/setup-default-test-properties
 
@@ -62,6 +62,7 @@ jobs:
             3.9
             3.10
             3.11
+            3.12
           java-version: default
           go-version: default
       - name: Update Python Dependencies
@@ -88,8 +89,8 @@ jobs:
           fi
           branchName=weekly_update_python_dependencies_$(date +%s)
           git checkout -b $branchName
-          git add -A 
-          git diff-index --quiet HEAD || gitdiff=$? || echo $? 
+          git add -A
+          git diff-index --quiet HEAD || gitdiff=$? || echo $?
           if [[ $gitDiff != 0 ]]; then
             echo "Changes are ready to commit"
             git commit -m "Update Python Dependencies" --quiet
diff --git a/CHANGES.md b/CHANGES.md
index 6947c0d5e7e5..a81ff3c28121 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -57,9 +57,8 @@
 
 ## Highlights
 
-* Added FlinkRunner for Flink 1.18. ([#30789](https://github.com/apache/beam/issues/30789))
-* New highly anticipated feature X added to Python SDK ([#X](https://github.com/apache/beam/issues/X)).
-* New highly anticipated feature Y added to Java SDK ([#Y](https://github.com/apache/beam/issues/Y)).
+* Apache Beam adds Python 3.12 support ([#29149](https://github.com/apache/beam/issues/29149)).
+* Added FlinkRunner for Flink 1.18 ([#30789](https://github.com/apache/beam/issues/30789)).
 
 ## I/Os
 
diff --git a/build.gradle.kts b/build.gradle.kts
index d443aa37b413..d1efb45b74ee 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -473,6 +473,7 @@ tasks.register("pythonPreCommit") {
   dependsOn(":sdks:python:test-suites:tox:py39:preCommitPy39")
   dependsOn(":sdks:python:test-suites:tox:py310:preCommitPy310")
   dependsOn(":sdks:python:test-suites:tox:py311:preCommitPy311")
+  dependsOn(":sdks:python:test-suites:tox:py312:preCommitPy312")
 }
 
 tasks.register("pythonPreCommitIT") {
@@ -489,6 +490,7 @@ tasks.register("pythonDockerBuildPreCommit") {
   dependsOn(":sdks:python:container:py39:docker")
   dependsOn(":sdks:python:container:py310:docker")
   dependsOn(":sdks:python:container:py311:docker")
+  dependsOn(":sdks:python:container:py312:docker")
 }
 
 tasks.register("pythonLintPreCommit") {
@@ -535,15 +537,22 @@ tasks.register("python311PostCommit") {
   dependsOn(":sdks:python:test-suites:portable:py311:postCommitPy311")
 }
 
+tasks.register("python312PostCommit") {
+  dependsOn(":sdks:python:test-suites:dataflow:py312:postCommitIT")
+  dependsOn(":sdks:python:test-suites:direct:py312:postCommitIT")
+  dependsOn(":sdks:python:test-suites:direct:py312:hdfsIntegrationTest")
+  dependsOn(":sdks:python:test-suites:portable:py312:postCommitPy312")
+}
+
 tasks.register("portablePythonPreCommit") {
   dependsOn(":sdks:python:test-suites:portable:py38:preCommitPy38")
-  dependsOn(":sdks:python:test-suites:portable:py311:preCommitPy311")
+  dependsOn(":sdks:python:test-suites:portable:py312:preCommitPy312")
 }
 
 tasks.register("pythonSparkPostCommit") {
   dependsOn(":sdks:python:test-suites:portable:py38:sparkValidatesRunner")
   dependsOn(":sdks:python:test-suites:portable:py39:sparkValidatesRunner")
-  dependsOn(":sdks:python:test-suites:portable:py311:sparkValidatesRunner")
+  dependsOn(":sdks:python:test-suites:portable:py312:sparkValidatesRunner")
 }
 
 tasks.register("websitePreCommit") {
diff --git a/gradle.properties b/gradle.properties
index 8c41a9f86c8f..f3dea792ccc1 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -41,4 +41,4 @@ docker_image_default_repo_prefix=beam_
 # supported flink versions
 flink_versions=1.14,1.15,1.16,1.17,1.18
 # supported python versions
-python_versions=3.8,3.9,3.10,3.11
+python_versions=3.8,3.9,3.10,3.11,3.12
diff --git a/sdks/python/apache_beam/__init__.py b/sdks/python/apache_beam/__init__.py
index 85b518718528..27c2b293fbd0 100644
--- a/sdks/python/apache_beam/__init__.py
+++ b/sdks/python/apache_beam/__init__.py
@@ -70,7 +70,7 @@
 import warnings
 
 if sys.version_info.major == 3:
-  if sys.version_info.minor <= 6 or sys.version_info.minor >= 12:
+  if sys.version_info.minor <= 7 or sys.version_info.minor >= 13:
     warnings.warn(
         'This version of Apache Beam has not been sufficiently tested on '
         'Python %s.%s. You may encounter bugs or missing features.' %
diff --git a/sdks/python/apache_beam/runners/dataflow/internal/apiclient.py b/sdks/python/apache_beam/runners/dataflow/internal/apiclient.py
index 1e68676c457f..e0be0c33720d 100644
--- a/sdks/python/apache_beam/runners/dataflow/internal/apiclient.py
+++ b/sdks/python/apache_beam/runners/dataflow/internal/apiclient.py
@@ -82,7 +82,7 @@
 
 _LOGGER = logging.getLogger(__name__)
 
-_PYTHON_VERSIONS_SUPPORTED_BY_DATAFLOW = ['3.8', '3.9', '3.10', '3.11']
+_PYTHON_VERSIONS_SUPPORTED_BY_DATAFLOW = ['3.8', '3.9', '3.10', '3.11', '3.12']
 
 
 class Environment(object):
diff --git a/sdks/python/apache_beam/runners/dataflow/internal/apiclient_test.py b/sdks/python/apache_beam/runners/dataflow/internal/apiclient_test.py
index d639ad21c31c..a4e1a5253a73 100644
--- a/sdks/python/apache_beam/runners/dataflow/internal/apiclient_test.py
+++ b/sdks/python/apache_beam/runners/dataflow/internal/apiclient_test.py
@@ -972,7 +972,7 @@ def test_interpreter_version_check_passes_py38(self):
 
   @mock.patch(
       'apache_beam.runners.dataflow.internal.apiclient.sys.version_info',
-      (3, 12, 0))
+      (3, 13, 0))
   @mock.patch(
       'apache_beam.runners.dataflow.internal.apiclient.'
       'beam_version.__version__',
diff --git a/sdks/python/setup.py b/sdks/python/setup.py
index 1c80beea23e8..4a7b57db917b 100644
--- a/sdks/python/setup.py
+++ b/sdks/python/setup.py
@@ -421,6 +421,7 @@ def get_portability_package_data():
               'pytest-xdist>=2.5.0,<4',
               'pytest-timeout>=2.1.0,<3',
               'scikit-learn>=0.20.0',
+              'setuptools',
               'sqlalchemy>=1.3,<3.0',
               'psycopg2-binary>=2.8.5,<3.0.0',
               'testcontainers[mysql]>=3.0.3,<4.0.0',
@@ -525,6 +526,7 @@ def get_portability_package_data():
           'Programming Language :: Python :: 3.9',
           'Programming Language :: Python :: 3.10',
           'Programming Language :: Python :: 3.11',
+          'Programming Language :: Python :: 3.12',
           # When updating version classifiers, also update version warnings
           # above and in apache_beam/__init__.py.
           'Topic :: Software Development :: Libraries',
diff --git a/sdks/python/test-suites/dataflow/py312/build.gradle b/sdks/python/test-suites/dataflow/py312/build.gradle
new file mode 100644
index 000000000000..ea2bacc02018
--- /dev/null
+++ b/sdks/python/test-suites/dataflow/py312/build.gradle
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * License); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+apply plugin: org.apache.beam.gradle.BeamModulePlugin
+applyPythonNature()
+
+// Required to setup a Python 3 virtualenv and task names.
+pythonVersion = '3.12'
+apply from: "../common.gradle"
diff --git a/sdks/python/test-suites/direct/py312/build.gradle b/sdks/python/test-suites/direct/py312/build.gradle
new file mode 100644
index 000000000000..e913001fd317
--- /dev/null
+++ b/sdks/python/test-suites/direct/py312/build.gradle
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * License); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+plugins { id 'org.apache.beam.module' }
+applyPythonNature()
+
+// Required to setup a Python 3 virtualenv and task names.
+pythonVersion = '3.12'
+apply from: '../common.gradle'
diff --git a/sdks/python/test-suites/gradle.properties b/sdks/python/test-suites/gradle.properties
index c4e94bed4d84..3d16ee63f12a 100644
--- a/sdks/python/test-suites/gradle.properties
+++ b/sdks/python/test-suites/gradle.properties
@@ -23,29 +23,29 @@
 # dataflow test-suites
 # (TODO): https://github.com/apache/beam/issues/21971
 # Add python 3.10 to dataflow test-suites
-dataflow_precommit_it_task_py_versions=3.8,3.11
+dataflow_precommit_it_task_py_versions=3.8,3.12
 dataflow_mongodbio_it_task_py_versions=3.8
 dataflow_chicago_taxi_example_task_py_versions=3.8
 
 # TODO: Enable following tests after making sure we have enough capacity.
-dataflow_validates_runner_batch_tests=3.8,3.11
-dataflow_validates_runner_streaming_tests=3.8,3.11
-dataflow_examples_postcommit_py_versions=3.11
+dataflow_validates_runner_batch_tests=3.8,3.12
+dataflow_validates_runner_streaming_tests=3.8,3.12
+dataflow_examples_postcommit_py_versions=3.12
 # TFX_BSL is not yet supported on Python 3.10.
 dataflow_cloudml_benchmark_tests_py_versions=3.9
 # direct runner test-suites
-direct_mongodbio_it_task_py_versions=3.11
+direct_mongodbio_it_task_py_versions=3.12
 
 # flink runner test-suites
-flink_validates_runner_precommit_py_versions=3.11
-flink_validates_runner_postcommit_py_versions=3.8,3.11
-flink_examples_postcommit_py_versions=3.8,3.11
+flink_validates_runner_precommit_py_versions=3.12
+flink_validates_runner_postcommit_py_versions=3.8,3.12
+flink_examples_postcommit_py_versions=3.8,3.12
 
 # samza runner test-suites
-samza_validates_runner_postcommit_py_versions=3.8,3.11
+samza_validates_runner_postcommit_py_versions=3.8,3.12
 
 # spark runner test-suites
-spark_examples_postcommit_py_versions=3.8,3.11
+spark_examples_postcommit_py_versions=3.8,3.12
 
 # cross language postcommit python test suites
-cross_language_validates_py_versions=3.8,3.11
+cross_language_validates_py_versions=3.8,3.12
diff --git a/sdks/python/test-suites/portable/py312/build.gradle b/sdks/python/test-suites/portable/py312/build.gradle
new file mode 100644
index 000000000000..689713525494
--- /dev/null
+++ b/sdks/python/test-suites/portable/py312/build.gradle
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * License); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+apply plugin: org.apache.beam.gradle.BeamModulePlugin
+applyPythonNature()
+
+addPortableWordCountTasks()
+
+// Required to setup a Python 3 virtualenv and task names.
+pythonVersion = '3.12'
+apply from: "../common.gradle"
diff --git a/sdks/python/test-suites/tox/py312/build.gradle b/sdks/python/test-suites/tox/py312/build.gradle
new file mode 100644
index 000000000000..17478ec43aa8
--- /dev/null
+++ b/sdks/python/test-suites/tox/py312/build.gradle
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * License); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/**
+ * Unit tests for Python 3.12
+ */
+
+plugins { id 'org.apache.beam.module' }
+applyPythonNature()
+
+// Required to setup a Python 3 virtualenv and task names.
+pythonVersion = '3.12'
+
+apply from: "../common.gradle"
+
diff --git a/sdks/python/tox.ini b/sdks/python/tox.ini
index 63bcce8adf3c..aa0200f75005 100644
--- a/sdks/python/tox.ini
+++ b/sdks/python/tox.ini
@@ -17,7 +17,7 @@
 
 [tox]
 # new environments will be excluded by default unless explicitly added to envlist.
-envlist = py38,py39,py310,py311,py38-{cloud,cloudcoverage,dask},py39-{cloud},py310-{cloud,dask},py311-{cloud,dask},docs,lint,mypy,whitespacelint
+envlist = py38,py39,py310,py311,py312,py38-{cloud,cloudcoverage,dask},py39-{cloud},py310-{cloud,dask},py311-{cloud,dask},py312-{cloud,dask},docs,lint,mypy,whitespacelint
 toxworkdir = {toxinidir}/target/{env:ENV_NAME:.tox}
 
 [pycodestyle]
@@ -67,33 +67,33 @@ commands_post =
 
 commands = false {envname} is misconfigured
 
-[testenv:py{38,39,310,311}]
+[testenv:py{38,39,310,311,312}]
 commands =
   python apache_beam/examples/complete/autocomplete_test.py
   bash {toxinidir}/scripts/run_pytest.sh {envname} "{posargs}"
 
-[testenv:py{38,39,310,311}-win]
+[testenv:py{38,39,310,311,312}-win]
 commands =
   python apache_beam/examples/complete/autocomplete_test.py
   bash {toxinidir}/scripts/run_pytest.sh {envname} "{posargs}"
 install_command = {envbindir}/python.exe {envbindir}/pip.exe install --retries 10 {opts} {packages}
 list_dependencies_command = {envbindir}/python.exe {envbindir}/pip.exe freeze
 
-[testenv:py{38,39,310,311}-cloud]
+[testenv:py{38,39,310,311,312}-cloud]
 ; extras = test,gcp,interactive,dataframe,aws,azure
 extras = test,gcp,interactive,dataframe,aws,azure
 commands =
   python apache_beam/examples/complete/autocomplete_test.py
   bash {toxinidir}/scripts/run_pytest.sh {envname} "{posargs}"
 
-[testenv:py{38,39,310,311}-ml]
+[testenv:py{38,39,310,311,312}-ml]
 # Don't set TMPDIR to avoid "AF_UNIX path too long" errors in certain tests.
 setenv =
 extras = test,gcp,dataframe,ml_test
 commands =
   bash {toxinidir}/scripts/run_pytest.sh {envname} "{posargs}"
 
-[testenv:py{38,39,310,311}-dask]
+[testenv:py{38,39,310,311,312}-dask]
 extras = test,dask
 commands =
   bash {toxinidir}/scripts/run_pytest.sh {envname} "{posargs}"
@@ -296,7 +296,7 @@ commands =
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_pyarrow {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
 
-[testenv:py{38,39,310,311}-pandas-{14,15,20}]
+[testenv:py{38,39}-pandas-{14,15,20}]
 deps =
   14: pandas>=1.4.3,<1.5.0
   # Exclude 1.5.0 and 1.5.1 because of https://github.com/pandas-dev/pandas/issues/45725
@@ -317,7 +317,7 @@ deps =
 commands =
   bash {toxinidir}/scripts/run_pytest.sh {envname} 'apache_beam/ml/transforms apache_beam/examples/snippets/transforms/elementwise/mltransform_test.py'
 
-[testenv:py{38,39,310,311}-pytorch-{19,110,111,112,113}]
+[testenv:py{38,39}-pytorch-{19,110,111,112,113}]
 deps =
   19: torch>=1.9.0,<1.10.0
   110: torch>=1.10.0,<1.11.0
@@ -334,7 +334,7 @@ commands =
   # Allow exit code 5 (no tests run) so that we can run this command safely on arbitrary subdirectories.
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_pytorch {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
-[testenv:py{38,39,310}-pytorch-200]
+[testenv:py{38,39}-pytorch-200]
 deps =
   200:
     torch>=2.0.0,<2.1.0
@@ -350,7 +350,7 @@ commands =
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_pytorch {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
 # TODO(https://github.com/apache/beam/issues/25796) - uncomment onnx tox task in tox/py38/build.gradle once onnx supports protobuf 4.x.x
-[testenv:py{38,39,310}-onnx-113]
+[testenv:py{38,39}-onnx-113]
 # TODO(https://github.com/apache/beam/issues/25443)
 # apparently tox has problem when substitution key has single value. Change back to -onnx-{113,...}
 # when multiple onnx versions are tested.
@@ -369,7 +369,7 @@ commands =
   # Run all ONNX unit tests
   pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_onnx {posargs}
 
-[testenv:py{38,39,310}-tensorflow-212]
+[testenv:py{38,39}-tensorflow-212]
 deps =
   212: tensorflow>=2.12rc1,<2.13
   # Help pip resolve conflict with typing-extensions for old version of TF https://github.com/apache/beam/issues/30852
@@ -382,7 +382,7 @@ commands =
   # Allow exit code 5 (no tests run) so that we can run this command safely on arbitrary subdirectories.
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_tf {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
-[testenv:py{38,39,310}-xgboost-{160,170}]
+[testenv:py{38,39}-xgboost-{160,170}]
 deps =
   160:
     xgboost>=1.6.0,<1.7.0
@@ -398,7 +398,7 @@ commands =
   # Allow exit code 5 (no tests run) so that we can run this command safely on arbitrary subdirectories.
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_xgboost {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
-[testenv:py{38,39,310,311}-transformers-{428,429,430}]
+[testenv:py{38,39}-transformers-{428,429,430}]
 deps =
   428: transformers>=4.28.0,<4.29.0
   429: transformers>=4.29.0,<4.30.0
@@ -428,7 +428,7 @@ commands =
   /bin/sh -c 'pytest -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 -m uses_vertex_ai {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
 
-[testenv:py{38,39,310,311}-embeddings]
+[testenv:py{38,39}-embeddings]
 deps =
   sentence-transformers==2.2.2
 passenv = HF_INFERENCE_TOKEN
@@ -441,7 +441,7 @@ commands =
   /bin/sh -c 'pytest apache_beam/ml/transforms/embeddings -o junit_suite_name={envname} --junitxml=pytest_{envname}.xml -n 6 {posargs}; ret=$?; [ $ret = 5 ] && exit 0 || exit $ret'
 
 
-[testenv:py{38,39,310,311}-TFHubEmbeddings-{014,015}]
+[testenv:py{38,39}-TFHubEmbeddings-{014,015}]
 deps =
   014: tensorflow-hub>=0.14.0,<0.15.0
   # Help pip resolve conflict with typing-extensions due to an old version of tensorboard https://github.com/apache/beam/issues/30852
diff --git a/settings.gradle.kts b/settings.gradle.kts
index c6c0140c2b56..3f0e5d631b69 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -305,21 +305,25 @@ include(":sdks:python:test-suites:dataflow:py38")
 include(":sdks:python:test-suites:dataflow:py39")
 include(":sdks:python:test-suites:dataflow:py310")
 include(":sdks:python:test-suites:dataflow:py311")
+include(":sdks:python:test-suites:dataflow:py312")
 include(":sdks:python:test-suites:direct")
 include(":sdks:python:test-suites:direct:py38")
 include(":sdks:python:test-suites:direct:py39")
 include(":sdks:python:test-suites:direct:py310")
 include(":sdks:python:test-suites:direct:py311")
+include(":sdks:python:test-suites:direct:py312")
 include(":sdks:python:test-suites:direct:xlang")
 include(":sdks:python:test-suites:portable:py38")
 include(":sdks:python:test-suites:portable:py39")
 include(":sdks:python:test-suites:portable:py310")
 include(":sdks:python:test-suites:portable:py311")
+include(":sdks:python:test-suites:portable:py312")
 include(":sdks:python:test-suites:tox:pycommon")
 include(":sdks:python:test-suites:tox:py38")
 include(":sdks:python:test-suites:tox:py39")
 include(":sdks:python:test-suites:tox:py310")
 include(":sdks:python:test-suites:tox:py311")
+include(":sdks:python:test-suites:tox:py312")
 include(":sdks:python:test-suites:xlang")
 include(":sdks:typescript")
 include(":sdks:typescript:container")