Copilot commented on code in PR #12529:
URL: https://github.com/apache/gluten/pull/12529#discussion_r3683609484


##########
.github/workflows/velox_nightly.yml:
##########
@@ -180,6 +181,103 @@ jobs:
           path: package/target/gluten-velox-bundle-*.jar
           retention-days: 7
 
+  spark-test-spark35-smj:
+    if: ${{ startsWith(github.repository, 'apache/') }}
+    needs: build-native-lib-x86
+    runs-on: ubuntu-22.04
+    env:
+      SPARK_TESTING: true
+    container: apache/gluten:centos-8-jdk8
+    steps:
+      - uses: actions/checkout@v4
+      - name: Download All Artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: velox-native-lib-${{github.sha}}
+          path: ./cpp/build/
+      - name: Prepare
+        run: |
+          dnf module -y install python39 && \
+          alternatives --set python3 /usr/bin/python3.9 && \
+          pip3 install setuptools==77.0.3 && \
+          pip3 install pyspark==3.5.5 cython && \
+          pip3 install pandas==2.2.3 pyarrow==20.0.0

Review Comment:
   After switching `python3` via `alternatives`, using `pip3` can still point 
at the old interpreter’s pip on some CentOS images, which can install packages 
into the wrong site-packages and cause runtime import failures (e.g., 
`pyspark`/`pyarrow` not found). Prefer invoking pip via the selected 
interpreter (e.g., `python3 -m pip ...`) to guarantee the installs target 
Python 3.9.



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