Atomizer/optimization_engine/templates/run_optimization_template.py

#!/usr/bin/env python
"""
{STUDY_NAME} - Optimization Script (Simplified)
================================================================

This script uses the ConfigDrivenRunner for config-driven optimization.
The ~300 lines of boilerplate code is now handled automatically.

Workflow:
---------
1. python run_optimization.py --discover    # Model introspection
2. python run_optimization.py --validate    # Single trial validation
3. python run_optimization.py --test        # Quick 3-trial test
4. python run_optimization.py --run         # Full optimization

Generated by Atomizer StudyWizard
"""

from pathlib import Path
import sys

# Add project root to path
project_root = Path(__file__).resolve().parents[2]
sys.path.insert(0, str(project_root))

from optimization_engine.core.base_runner import ConfigDrivenRunner


def main():
    """Run optimization using config-driven runner."""
    # Create runner - all config read from optimization_config.json
    runner = ConfigDrivenRunner(__file__)

    # Element type: 'auto' detects from DAT file
    # Override if needed: runner.element_type = 'cquad4' (shell) or 'ctetra' (solid)

    return runner.run()


if __name__ == "__main__":
    exit(main())