[CI] Switch pre-commit to use ASF approved prek-action (apache#1318)

Author: jbampton

.github/workflows/pre-commit.yml

@@ -15,17 +15,15 @@
 # specific language governing permissions and limitations
 # under the License.
 
+---
+# https://github.com/j178/prek
 name: pre-commit
 
 on: [pull_request]
 
 permissions:
   contents: read
 
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: ${{ github.ref != 'refs/heads/master' }}
-
 jobs:
   pre-commit:
     name: Run pre-commit
@@ -35,20 +33,6 @@ jobs:
         uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
         with:
           persist-credentials: false
-      - name: Setup Python
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
-        with:
-          python-version: '3.13'
-          architecture: 'x64'
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install pre-commit
-      - name: set PY
-        run: echo "PY=$(python -VV | sha256sum | cut -d' ' -f1)" >> "$GITHUB_ENV"
-      - uses: actions/cache@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+      - uses: j178/prek-action@bdca6f102f98e2b4c7029491a53dfd366469e33d # v2.0.4
         with:
-          path: ~/.cache/pre-commit
-          key: pre-commit|${{ env.PY }}|${{ hashFiles('.pre-commit-config.yaml') }}
-      - name: Run pre-commit
-        run: pre-commit run --all-files
+          extra-args: --all-files