chore(ci): upgrade python for build action [backport 2.18] (#11782)

Co-authored-by: Christophe Papazian <[email protected]>

.github/workflows/build_deploy.yml

@@ -40,7 +40,7 @@ jobs:
       - uses: actions/setup-python@v5
         name: Install Python
         with:
-          python-version: '3.7'
+          python-version: '3.12'
       - name: Build sdist
         run: |
           pip install "setuptools_scm[toml]>=4" "cython" "cmake>=3.24.2,<3.28" "setuptools-rust"