Spaces:
Sleeping
Sleeping
| name: Deploy Image Classifier to Hugging Face Spaces | |
| on: | |
| push: | |
| branches: | |
| - main | |
| jobs: | |
| deploy: | |
| runs-on: ubuntu-latest | |
| environment: hugging_face_env | |
| steps: | |
| # 1. Checkout code | |
| - name: Checkout Repository | |
| uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| # 2. Setup Python | |
| - name: Set Up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.11' | |
| # 3. Install system dependencies for OpenCV and MediaPipe | |
| - name: Install System Dependencies | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y \ | |
| git \ | |
| git-lfs \ | |
| libsm6 \ | |
| libxext6 \ | |
| libxrender-dev \ | |
| libgl1 \ | |
| libglib2.0-0 \ | |
| libgomp1 \ | |
| libglx-mesa0 \ | |
| ffmpeg \ | |
| rsync | |
| git lfs install | |
| # 4. Install Python dependencies | |
| - name: Install Dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install --no-cache-dir -r requirements.txt | |
| pip install --no-cache-dir "huggingface-hub>=0.30" hf-transfer>=0.1.4 | |
| # 5. Configure git for Hugging Face | |
| - name: Configure Git User | |
| run: | | |
| git config --global user.name "github-actions[bot]" | |
| git config --global user.email "github-actions[bot]@users.noreply.github.com" | |
| # 6. Deploy to Hugging Face Space | |
| - name: Deploy to Hugging Face Space | |
| env: | |
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | |
| HF_USERNAME: ${{ secrets.HF_USERNAME }} | |
| HF_SPACE_NAME: ${{ secrets.HF_SPACE_NAME }} | |
| run: | | |
| # Store credentials securely | |
| echo "https://$HF_USERNAME:$HF_TOKEN@huggingface.co" > ~/.git-credentials | |
| git config --global credential.helper store | |
| # Clone the space repository | |
| git clone https://huggingface.co/spaces/$HF_USERNAME/$HF_SPACE_NAME repo | |
| # Copy files to the repo directory (exclude unnecessary files) | |
| rsync -av --exclude={'.git','repo','.github','__pycache__','*.pyc','*.log','.env','venv','env','.vscode'} ./ repo/ | |
| # Commit and push | |
| cd repo | |
| # Track binary files with Git LFS | |
| git lfs track "*.tflite" | |
| git lfs track "*.png" | |
| git lfs track "*.jpg" | |
| git lfs track "*.jpeg" | |
| git add .gitattributes | |
| git add . | |
| git commit -m "๐ Automated Image Classifier deployment from GitHub Actions" || echo "No changes to commit" | |
| git push https://huggingface.co/spaces/$HF_USERNAME/$HF_SPACE_NAME main | |
| # 7. Cleanup credentials | |
| - name: Cleanup Credentials | |
| if: always() | |
| run: | | |
| rm -f ~/.git-credentials | |