DualFlow/ci/model_build.yml

# 模型构建CI/CD流程
name: Model Build

on:
  push:
    branches: [ main, develop ]
    paths:
      - 'models/**'
  pull_request:
    branches: [ main, develop ]
    paths:
      - 'models/**'

jobs:
  build:
    runs-on: ubuntu-latest
    
    strategy:
      matrix:
        model: [nlp_bert, vision_resnet, recommender_v2]
    
    steps:
    - name: Checkout code
      uses: actions/checkout@v3
    
    - name: Set up Python
      uses: actions/setup-python@v4
      with:
        python-version: '3.9'
    
    - name: Cache pip dependencies
      uses: actions/cache@v3
      with:
        path: ~/.cache/pip
        key: ${{ runner.os }}-pip-${{ hashFiles('models/${{ matrix.model }}/requirements.txt') }}
        restore-keys: |
          ${{ runner.os }}-pip-
    
    - name: Install dependencies
      run: |
        cd models/${{ matrix.model }}
        pip install -r requirements.txt
    
    - name: Lint code
      run: |
        cd models/${{ matrix.model }}
        pip install flake8 black isort
        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
        black --check .
        isort --check-only .
    
    - name: Run tests
      run: |
        cd models/${{ matrix.model }}
        python -m pytest tests/ -v --cov=. --cov-report=xml
    
    - name: Upload coverage reports
      uses: codecov/codecov-action@v3
      with:
        file: models/${{ matrix.model }}/coverage.xml
        flags: ${{ matrix.model }}
    
    - name: Build Docker image
      run: |
        cd models/${{ matrix.model }}
        docker build -t dualflow-${{ matrix.model }}:${{ github.sha }} .
    
    - name: Test Docker image
      run: |
        cd models/${{ matrix.model }}
        docker run --rm dualflow-${{ matrix.model }}:${{ github.sha }} python -c "import torch; print('Docker image works!')"
    
    - name: Upload model artifacts
      uses: actions/upload-artifact@v3
      with:
        name: ${{ matrix.model }}-artifacts
        path: models/${{ matrix.model }}/outputs/
        if-no-files-found: warn