Resolve broken scikits.odes installation on self-hosted M-series ru…

…nner (#3785)

* Try fixing M-series runner tests

This is being done by adding SuiteSparse and SUNDIALS installations which might have been missing on the runner, which broke `scikits.odes`.

* Don't use Homebrew SUNDIALS, use LD_LIBRARY_PATH

* Don't use Homebrew to install SUNDIALS

* Force remove pip cache for `scikits.odes`

---------

Co-authored-by: Eric G. Kratz <kratman@users.noreply.github.com>

.github/workflows/run_periodic_tests.yml

@@ -115,42 +115,54 @@ jobs:
         if: matrix.os == 'ubuntu-latest'
         run: python -m nox -s scripts
 
-  #M-series Mac Mini
+  # M-series Mac Mini
   build-apple-mseries:
     if: github.repository_owner == 'pybamm-team'
     needs: style
     runs-on: [self-hosted, macOS, ARM64]
     env:
       GITHUB_PATH: ${PYENV_ROOT/bin:$PATH}
+      LD_LIBRARY_PATH: $HOME/.local/lib
     strategy:
       fail-fast: false
       matrix:
         python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
 
     steps:
       - uses: actions/checkout@v4
-      - name: Install python & create virtualenv
+      - name: Install Python & create virtualenv
         shell: bash
         run: |
           eval "$(pyenv init -)"
           pyenv install ${{ matrix.python-version }} -s
           pyenv virtualenv ${{ matrix.python-version }} pybamm-${{ matrix.python-version }}
 
-      - name: Install dependencies & run unit tests for Windows and MacOS
+      - name: Install build-time dependencies & run unit tests for M-series macOS runner
         shell: bash
+        env:
+          # Point scikits.odes to the correct SUNDIALS installation
+          SUNDIALS_INST: $HOME/.local/lib
+          # Homebrew environment variables
+          HOMEBREW_NO_INSTALL_CLEANUP: 1
+          NONINTERACTIVE: 1
         run: |
           eval "$(pyenv init -)"
           pyenv activate pybamm-${{ matrix.python-version }}
-          python -m pip install --upgrade pip wheel setuptools nox
+          python -m pip install --upgrade pip nox
+          # Don't use Homebrew to install SUNDIALS because scikits.odes looks for
+          # in Homebrew folders instead, which we don't want
+          brew uninstall sundials --force
+          pip cache remove scikits.odes
+          python -m nox -s pybamm-requires -- --force
           python -m nox -s unit
 
-      - name: Run integration tests for Windows and MacOS
+      - name: Run integration tests for M-series macOS runner
         run: |
           eval "$(pyenv init -)"
           pyenv activate pybamm-${{ matrix.python-version }}
           python -m nox -s integration
 
-      - name: Uninstall pyenv-virtualenv & python
+      - name: Uninstall pyenv-virtualenv & Python
         if: always()
         shell: bash
         run: |