Sdk tests with papermill

.github/workflows/sdk-e2e-tests-with-papermill.yaml

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+name: E2E Tests with Notebooks
+
+on:
+  push: {}
+  pull_request: {}
+  workflow_dispatch: {}
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  e2e:
+    runs-on: ubuntu-22.04
+    timeout-minutes: 30
+    strategy:
+      fail-fast: true
+      matrix:
+        python-version: ["3.9", "3.10", "3.11"]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Test Notebook
+        uses: ./.github/workflows/template-e2e-notebook-test
+        with:
+          python-version: ${{ matrix.python-version }}
+          notebook-input: "examples/v1beta1/sdk/cmaes-and-resume-policies.ipynb,examples/v1beta1/sdk/tune-train-from-func.ipynb"

.github/workflows/template-e2e-notebook-test/action.yaml

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+name: Notebook test template
+description: A composite action to setup and run example notebooks using Papermill
+
+inputs:
+  python-version:
+    required: false
+    description: Python version
+    default: "3.9"
+  notebook-input:
+    description: 'List of paths to the input notebooks, separated by commas'
+    required: true
+
+runs:
+  using: composite
+  steps:
+
+    - name: Setup Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ inputs.python-version }}
+
+    - name: Install dependencies
+      shell: bash
+      run: |
+        python -m pip install --upgrade pip
+        pip install papermill kubeflow-katib jupyter ipykernel
+        python -m ipykernel install --user --name python3 --display-name "Python 3"
+
+    - name: Setup Minikube Cluster
+      uses: medyagh/[email protected]
+      with:
+        network-plugin: cni
+        cni: flannel
+        driver: none
+        kubernetes-version: v1.29.2
+        minikube-version: 1.34.0
+        start-args: --wait-timeout=120s
+
+    - name: Setup Minikube
+      shell: bash
+      run: ./test/e2e/v1beta1/scripts/gh-actions/setup-minikube.sh true true "" "" "cmaes"
+
+    - name: Setup Katib
+      shell: bash
+      run: ./test/e2e/v1beta1/scripts/gh-actions/setup-katib.sh true true postgres
+
+    - name: Run Jupyter Notebook with Papermill
+      shell: bash
+      run: |
+        IFS=',' read -r -a NOTEBOOK_ARRAY <<< "${{ inputs.notebook-input }}"
+        for NOTEBOOK in "${NOTEBOOK_ARRAY[@]}"; do
+          echo "Running notebook: $NOTEBOOK"
+          ./test/e2e/v1beta1/scripts/gh-actions/run-notebook.sh -i "$NOTEBOOK" -n kubeflow
+        done