Automatize Tutorials html, py files creation (#496)

* workflow to export tutorials

---------

.github/workflows/export_tutorials.yml

@@ -0,0 +1,72 @@
+name: "Export Tutorials"
+
+on:
+  push:
+    branches:
+      - "**"  # Run on push on all branches
+    paths:
+      - 'tutorials/**/*.ipynb'
+jobs:
+  export_tutorials:
+    permissions: write-all
+    runs-on: ubuntu-latest
+    env:
+      TUTORIAL_TIMEOUT: 1200s
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: 3.8
+
+    - name: Install dependencies
+      run: |
+        # Dependencies for tutorials
+        python3 -m pip install --upgrade pip .[tutorial] black[jupyter]
+    - name: Setup FFmpeg
+      uses: FedericoCarboni/setup-ffmpeg@v2
+
+    - id: files
+      uses: jitterbit/get-changed-files@v1
+      with:
+        token: ${{ secrets.GITHUB_TOKEN }}
+        format: space-delimited
+
+    - name: Configure git
+      run: |
+        git config user.name "github-actions[bot]"
+        git config user.email 41898282+github-actions[bot]@users.noreply.github.com
+    - name: Export tutorials to .py and .html
+      run: |
+        set -x
+        for file in ${{ steps.files.outputs.all }}; do
+          if [[ $file == *.ipynb ]]; then
+            filename=$(basename $file)
+            pyfilename=$(echo ${filename%?????})py
+            timeout --signal=SIGKILL $TUTORIAL_TIMEOUT python -Xfrozen_modules=off -m jupyter nbconvert $file --to python --output $pyfilename --output-dir=$(dirname $file)
+            htmlfilename=$(echo ${filename%?????} | sed -e 's/-//g')html
+            htmldir="docs/source"/$(echo ${file%?????} | sed -e 's/-//g')html 
+            timeout --signal=SIGKILL $TUTORIAL_TIMEOUT python -Xfrozen_modules=off -m jupyter nbconvert --execute $file --to html --output $htmlfilename --output-dir=$htmldir
+          fi
+        done
+        set +x
+        
+    - name: Run formatter
+      run: black tutorials/
+
+    - uses: benjlevesque/short-sha@v2.1
+      id: short-sha
+
+    - name: Remove unwanted files
+      run: |
+        rm -rf build/
+    - name: Create Pull Request
+      uses: peter-evans/create-pull-request@v5.0.2
+      with:
+        labels: maintenance
+        title: Export tutorial changed in ${{ steps.short-sha.outputs.sha }}
+        branch: export-tutorial-${{ steps.short-sha.outputs.sha }}
+        base: ${{ github.head_ref }}
+        commit-message: export tutorials changed in ${{ steps.short-sha.outputs.sha }}
+        delete-branch: true