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Commit ·
c03f3fe
1
Parent(s): c8df25c
Update GitHub Actions workflow for Image Classifier project
Browse files- .github/workflows/deploy.yml +92 -0
.github/workflows/deploy.yml
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name: Deploy Image Classifier to Hugging Face Spaces
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on:
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push:
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branches:
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- main
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jobs:
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deploy:
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runs-on: ubuntu-latest
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environment: hugging_face_env
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steps:
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# 1. Checkout code
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- name: Checkout Repository
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uses: actions/checkout@v3
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with:
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lfs: true
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# 2. Setup Python
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- name: Set Up Python
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uses: actions/setup-python@v4
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with:
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python-version: '3.11'
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# 3. Install system dependencies for OpenCV and MediaPipe
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- name: Install System Dependencies
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run: |
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sudo apt-get update
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sudo apt-get install -y \
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git \
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git-lfs \
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libsm6 \
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libxext6 \
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libxrender-dev \
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libgl1 \
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libglib2.0-0 \
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libgomp1 \
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libglx-mesa0 \
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ffmpeg \
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rsync
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git lfs install
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# 4. Install Python dependencies
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- name: Install Dependencies
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run: |
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python -m pip install --upgrade pip
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pip install --no-cache-dir -r requirements.txt
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pip install --no-cache-dir "huggingface-hub>=0.30" hf-transfer>=0.1.4
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# 5. Configure git for Hugging Face
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- name: Configure Git User
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run: |
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git config --global user.name "github-actions[bot]"
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git config --global user.email "github-actions[bot]@users.noreply.github.com"
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# 6. Deploy to Hugging Face Space
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- name: Deploy to Hugging Face Space
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env:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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HF_USERNAME: ${{ secrets.HF_USERNAME }}
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HF_SPACE_NAME: ${{ secrets.HF_SPACE_NAME }}
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run: |
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# Store credentials securely
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echo "https://$HF_USERNAME:$HF_TOKEN@huggingface.co" > ~/.git-credentials
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git config --global credential.helper store
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# Clone the space repository
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git clone https://huggingface.co/spaces/$HF_USERNAME/$HF_SPACE_NAME repo
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# Copy files to the repo directory (exclude unnecessary files)
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rsync -av --exclude={'.git','repo','.github','__pycache__','*.pyc','*.log','.env','venv','env','.vscode'} ./ repo/
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# Commit and push
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cd repo
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# Track binary files with Git LFS
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git lfs track "*.tflite"
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git lfs track "*.png"
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git lfs track "*.jpg"
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git lfs track "*.jpeg"
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git add .gitattributes
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git add .
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git commit -m "🛒 Automated Image Classifier deployment from GitHub Actions" || echo "No changes to commit"
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git push https://huggingface.co/spaces/$HF_USERNAME/$HF_SPACE_NAME main
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# 7. Cleanup credentials
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- name: Cleanup Credentials
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if: always()
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run: |
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rm -f ~/.git-credentials
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