update deploy github pages

.github/workflows/doc.yml

@@ -7,49 +7,54 @@ jobs:
   deploy-docs:
     runs-on: ubuntu-latest
     steps:
-      - name: "1. Clone repository"
-        uses: actions/checkout@v2
+      - name: "Clone repository"
+        uses: actions/checkout@v4
 
-      - name: "2. Set up Python 3.9"
-        uses: actions/setup-python@v1
+      - name: "Set up Python 3.9"
+        uses: actions/setup-python@v5
         with:
           python-version: '3.9'
 
-      - name: "3. Install pandoc"
+      # use `uv` to retrieve the latest dependency versions
+      - name: "Compile Dependency Versions"
         run: |
-          sudo apt-get install -y pandoc
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          uv pip compile requirements/dev-all.txt > requirements-latest.txt
 
-        # downloading gradle multiple times in parallel can yield to connection errors
-      - name: "4. Cache gradle distribution"
-        uses: actions/cache@v2
+      # only restore cache but do not upload
+      - name: "Restore cached python environment"
+        uses: actions/cache/restore@v4
+        id: pythonenv-cache
         with:
-          path: ~/.gradle/wrapper/dists
-          key: release-${{ runner.os }}-gradle-${{ hashFiles('gradle/wrapper/gradle-wrapper.properties') }}
+          path: ${{ env.pythonLocation }}
+          key: ${{ runner.os }}-${{ env.pythonLocation }}-${{ hashFiles('requirements/*.txt', 'requirements-latest.txt') }}
 
-      - name: "4.1 Cache gradle packages"
-        uses: actions/cache@v2
-        with:
-          path: ~/.gradle/caches
-          key: release-${{ runner.os }}-gradle-${{ hashFiles('gradle/wrapper/gradle-wrapper.properties', 'build.gradle') }}
+      - name: "Install pandoc"
+        run: |
+          sudo apt-get install -y pandoc
 
-      - name: "5. Setup pip"
+      - name: "Setup Pip"
         run: |
-          ./gradlew setupPip
+          python -m pip install --upgrade pip
 
-      - name: "6. Attach cache for pip"
-        uses: actions/cache@v1
-        id: cache
-        with:
-          path: ~/.cache/pip
-          key: release-${{ runner.os }}-pip-${{ hashFiles('requirements/core.txt', 'requirements/release.txt') }}
-          restore-keys: |
-            release-${{ runner.os }}-pip-
+      - name: "Install Dependencies"
+        run: |
+          # install latest dependencies (potentially updating cached dependencies)
+          pip install -U -r requirements/dev-all.txt
+
+      - name: "Install libomp (for LightGBM)"
+        run: |
+          ./.github/scripts/libomp-${{ runner.os }}.sh
+
+      - name: "Install Locally"
+        run: |
+          pip install .
 
-      - name: "7. Build docs"
+      - name: "Build docs"
         run: |
-          ./gradlew buildDocs
+          make --directory ./docs build-all-docs
 
-      - name: "8. Publish documentation to gh-pages"
+      - name: "Publish documentation to gh-pages"
         uses: s0/[email protected]
         env:
           REPO: self