Make the project complete. #12
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| name: Continuous Integration | ||
| on: | ||
| push: | ||
| branches: [ main, develop ] | ||
| pull_request: | ||
| branches: [ main, develop ] | ||
| env: | ||
| PYTHON_VERSION: '3.9' | ||
| CUDA_VERSION: '11.8' | ||
| jobs: | ||
| test: | ||
| runs-on: ubuntu-latest | ||
| strategy: | ||
| matrix: | ||
| python-version: ['3.8', '3.9', '3.10', '3.11'] | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v4 | ||
| - name: Set up Python ${{ matrix.python-version }} | ||
| uses: actions/setup-python@v4 | ||
| with: | ||
| python-version: ${{ matrix.python-version }} | ||
| - name: Cache pip dependencies | ||
| uses: actions/cache@v3 | ||
| with: | ||
| path: ~/.cache/pip | ||
| key: ${{ runner.os }}-pip-${{ matrix.python-version }}-${{ hashFiles('**/requirements.txt') }} | ||
| restore-keys: | | ||
| ${{ runner.os }}-pip-${{ matrix.python-version }}- | ||
| ${{ runner.os }}-pip- | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install -e . | ||
| pip install -r requirements.txt | ||
| pip install pytest pytest-cov pytest-xdist | ||
| - name: Run unit tests | ||
| run: | | ||
| pytest test/ -v --cov=quantllm --cov-report=xml --cov-report=term-missing -n auto | ||
| - name: Upload coverage to Codecov | ||
| uses: codecov/codecov-action@v3 | ||
| with: | ||
| file: ./coverage.xml | ||
| flags: unittests | ||
| name: codecov-umbrella | ||
| fail_ci_if_error: false | ||
| lint: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v4 | ||
| - name: Set up Python | ||
| uses: actions/setup-python@v4 | ||
| with: | ||
| python-version: ${{ env.PYTHON_VERSION }} | ||
| - name: Install linting tools | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install flake8 black isort mypy | ||
| - name: Run black | ||
| run: black --check --diff quantllm/ | ||
| - name: Run isort | ||
| run: isort --check-only --diff quantllm/ | ||
| - name: Run flake8 | ||
| run: flake8 quantllm/ | ||
| - name: Run mypy | ||
| run: mypy quantllm/ --ignore-missing-imports | ||
| i | ||
| ntegration-test: | ||
| runs-on: ubuntu-latest | ||
| needs: [test, lint] | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v4 | ||
| - name: Set up Python | ||
| uses: actions/setup-python@v4 | ||
| with: | ||
| python-version: ${{ env.PYTHON_VERSION }} | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install -e . | ||
| pip install -r requirements.txt | ||
| - name: Test CLI installation | ||
| run: | | ||
| quantllm --help | ||
| quantllm --version | ||
| - name: Test basic quantization workflow | ||
| run: | | ||
| # Test with a small model | ||
| quantllm quantize \ | ||
| --model "gpt2" \ | ||
| --method "gguf" \ | ||
| --bits 4 \ | ||
| --output-dir "./test_output" \ | ||
| --dry-run \ | ||
| --verbose | ||
| - name: Test configuration file support | ||
| run: | | ||
| # Create test config | ||
| cat > test_config.yaml << EOF | ||
| model: "gpt2" | ||
| method: "gguf" | ||
| bits: 4 | ||
| output_dir: "./test_output" | ||
| dry_run: true | ||
| EOF | ||
| # Test config file loading | ||
| quantllm quantize --config test_config.yaml --verbose | ||
| docker-build: | ||
| runs-on: ubuntu-latest | ||
| needs: [test, lint] | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v4 | ||
| - name: Set up Docker Buildx | ||
| uses: docker/setup-buildx-action@v2 | ||
| - name: Build CLI Docker image | ||
| run: | | ||
| docker build -f docker/Dockerfile.cli -t quantllm:cli-test . | ||
| - name: Test CLI Docker image | ||
| run: | | ||
| docker run --rm quantllm:cli-test --help | ||
| docker run --rm quantllm:cli-test --version | ||
| - name: Build GPU Docker image | ||
| run: | | ||
| docker build -f docker/Dockerfile.gpu -t quantllm:gpu-test . | ||
| security-scan: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v4 | ||
| - name: Run Trivy vulnerability scanner | ||
| uses: aquasecurity/trivy-action@master | ||
| with: | ||
| scan-type: 'fs' | ||
| scan-ref: '.' | ||
| format: 'sarif' | ||
| output: 'trivy-results.sarif' | ||
| - name: Upload Trivy scan results to GitHub Security tab | ||
| uses: github/codeql-action/upload-sarif@v2 | ||
| if: always() | ||
| with: | ||
| sarif_file: 'trivy-results.sarif' | ||
| performance-test: | ||
| runs-on: ubuntu-latest | ||
| if: github.event_name == 'pull_request' | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v4 | ||
| - name: Set up Python | ||
| uses: actions/setup-python@v4 | ||
| with: | ||
| python-version: ${{ env.PYTHON_VERSION }} | ||
| - name: Install dependencies | ||
| run: | | ||
| python -m pip install --upgrade pip | ||
| pip install -e . | ||
| pip install -r requirements.txt | ||
| pip install pytest-benchmark | ||
| - name: Run performance benchmarks | ||
| run: | | ||
| pytest test/ -k "benchmark" --benchmark-only --benchmark-json=benchmark.json | ||
| - name: Store benchmark result | ||
| uses: benchmark-action/github-action-benchmark@v1 | ||
| with: | ||
| tool: 'pytest' | ||
| output-file-path: benchmark.json | ||
| github-token: ${{ secrets.GITHUB_TOKEN }} | ||
| auto-push: false | ||
| comment-on-alert: true | ||
| alert-threshold: '200%' | ||
| fail-on-alert: true | ||
