"""Quick test of LLM runner initialization""" import sys from pathlib import Path sys.path.insert(0, str(Path(__file__).parent.parent)) from optimization_engine.future.llm_optimization_runner import LLMOptimizationRunner # Example LLM workflow llm_workflow = { 'engineering_features': [ { 'action': 'extract_displacement', 'domain': 'result_extraction', 'description': 'Extract displacement from OP2', 'params': {'result_type': 'displacement'} } ], 'inline_calculations': [ { 'action': 'normalize', 'params': { 'input': 'max_displacement', 'reference': 'max_allowed_disp', 'value': 5.0 }, 'code_hint': 'norm_disp = max_displacement / 5.0' } ], 'post_processing_hooks': [ { 'action': 'weighted_objective', 'params': { 'inputs': ['norm_disp'], 'weights': [1.0], 'objective': 'minimize' } } ], 'optimization': { 'algorithm': 'TPE', 'direction': 'minimize', 'design_variables': [ { 'parameter': 'wall_thickness', 'min': 3.0, 'max': 8.0 } ] } } def dummy_updater(dv): pass def dummy_runner(): return Path('tests/bracket_sim1-solution_1.op2') print("Initializing LLM runner...") runner = LLMOptimizationRunner( llm_workflow=llm_workflow, model_updater=dummy_updater, simulation_runner=dummy_runner, study_name='test' ) print(f"\nSuccess!") print(f"Extractors: {len(runner.extractors)}") print(f"Inline code: {len(runner.inline_code)}") print(f"Hooks: {runner.hook_manager.get_summary()['enabled_hooks']}")