diff --git a/.github/workflows/test_arrow_nightly_cookbook.yml b/.github/workflows/test_arrow_nightly_cookbook.yml
index 9f68c104..0ade9ebb 100644
--- a/.github/workflows/test_arrow_nightly_cookbook.yml
+++ b/.github/workflows/test_arrow_nightly_cookbook.yml
@@ -100,7 +100,7 @@ jobs:
       ARROW_NIGHTLY: ${{ matrix.arrow_nightly }}
     steps:
       - uses: actions/checkout@v5
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - uses: actions/setup-java@v5
@@ -124,7 +124,7 @@ jobs:
       ARROW_NIGHTLY: ${{ matrix.arrow_nightly }}
     steps:
       - uses: actions/checkout@v5
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - uses: actions/setup-java@v5
diff --git a/.github/workflows/test_java_cookbook.yml b/.github/workflows/test_java_cookbook.yml
index 88383dbc..f073666f 100644
--- a/.github/workflows/test_java_cookbook.yml
+++ b/.github/workflows/test_java_cookbook.yml
@@ -42,7 +42,7 @@ jobs:
         java-version: [ '11', '17', '18' ]
     steps:
       - uses: actions/checkout@v5
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - uses: actions/setup-java@v5
@@ -71,7 +71,7 @@ jobs:
         java-version: [ '11', '17', '18' ]
     steps:
       - uses: actions/checkout@v5
-      - uses: actions/setup-python@v5
+      - uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - uses: actions/setup-java@v5