diff --git a/.github/actions/setup-python/action.yml b/.github/actions/setup-python/action.yml
index 0337ba0007bfa..c3fe9bf2558de 100644
--- a/.github/actions/setup-python/action.yml
+++ b/.github/actions/setup-python/action.yml
@@ -36,6 +36,6 @@ runs:
           exit 1
         fi
         echo "version=$python_version" >> $GITHUB_OUTPUT
-    - uses: actions/setup-python@v3
+    - uses: actions/setup-python@v4
       with:
         python-version: ${{ steps.get-python-version.outputs.version }}
diff --git a/.github/workflows/autoformat.yml b/.github/workflows/autoformat.yml
index bda33fa34032c..74dc8ec4d4fbb 100644
--- a/.github/workflows/autoformat.yml
+++ b/.github/workflows/autoformat.yml
@@ -56,9 +56,7 @@ jobs:
       ui_changed: ${{ steps.check-diff.outputs.ui_changed }}
     steps:
       - uses: actions/checkout@v3
-      - uses: actions/setup-python@v3
-        with:
-          python-version: '3.7'
+      - uses: ./.github/actions/setup-python
       - run: |
           pip install requests
       - name: Check diff
@@ -118,9 +116,7 @@ jobs:
         with:
           repository: ${{ needs.check-comment.outputs.repository }}
           ref: ${{ needs.check-comment.outputs.ref }}
-      - uses: actions/setup-python@v3
-        with:
-          python-version: '3.7'
+      - uses: ./.github/actions/setup-python
       - name: Install dependencies
         run: |
           pip install -r requirements/lint-requirements.txt
diff --git a/.github/workflows/cross-version-tests.yml b/.github/workflows/cross-version-tests.yml
index a12598d134e9b..5849173fd6660 100644
--- a/.github/workflows/cross-version-tests.yml
+++ b/.github/workflows/cross-version-tests.yml
@@ -49,9 +49,7 @@ jobs:
           submodules: recursive
           repository: ${{ github.event.inputs.repository }}
           ref: ${{ github.event.inputs.ref }}
-      - uses: actions/setup-python@v3
-        with:
-          python-version: "3.7"
+      - uses: ./.github/actions/setup-python
       - name: Install dependencies
         run: |
           pip install -r dev/requirements.txt