mlops-validation-cn

# MLOps Validation ✅ Automated quality and security checks. ## Features ### 1. Pre-commit Hooks 🔧 Setup automated checks: ```bash cp references/pre-commit-config.yaml ../your-project/.pre-commit-config.yaml cd ../your-project pre-commit install ``` Runs on every commit: - Ruff (linting + formatting) - MyPy (type checking) - Bandit (security) ### 2. Test Fixtures 🧪 Shared pytest setup: ```bash cp references/conftest.py ../your-project/tests/ ``` Provides fixtures: - `sample_df` - Test dataframe - `temp_dir` - Temporary directory - `sample_config` - Config dict - `train_test_split` - Pre-split data ## Quick Start ```bash # Copy pre-commit config cp references/pre-commit-config.yaml ./.pre-commit-config.yaml # Install hooks pre-commit install # Run manually pre-commit run --all-files # Setup test fixtures cp references/conftest.py tests/ # Run tests pytest tests/ -v --cov=src ``` ## Commands ```bash # Type check mypy src/ # Lint ruff check src/ tests/ # Format ruff format src/ tests/ # Test pytest tests/ --cov=src # Security scan bandit -r src/ ``` ## Author Converted from [MLOps Coding Course](https://github.com/MLOps-Courses/mlops-coding-skills) ## Changelog ### v1.0.0 (2026-02-18) - Initial OpenClaw conversion - Added pre-commit config - Added test fixtures