Anto01
f13563d7ab
Documentation: - Add docs/06_PHYSICS/ with Zernike fundamentals and OPD method docs - Add docs/guides/CMA-ES_EXPLAINED.md optimization guide - Update CLAUDE.md and ATOMIZER_CONTEXT.md with current architecture - Update OP_01_CREATE_STUDY protocol Planning: - Add DYNAMIC_RESPONSE plans for random vibration/PSD support - Add OPTIMIZATION_ENGINE_MIGRATION_PLAN for code reorganization Insights System: - Update design_space, modal_analysis, stress_field, thermal_field insights - Improve error handling and data validation NX Journals: - Add analyze_wfe_zernike.py for Zernike WFE analysis - Add capture_study_images.py for automated screenshots - Add extract_expressions.py and introspect_part.py utilities - Add user_generated_journals/journal_top_view_image_taking.py Tests & Tools: - Add comprehensive Zernike OPD test suite - Add audit_v10 tests for WFE validation - Add tools for Pareto graphs and mirror data extraction - Add migrate_studies_to_topics.py utility Knowledge Base: - Initialize LAC (Learning Atomizer Core) with failure/success patterns Dashboard: - Update Setup.tsx and launch_dashboard.py - Add restart-dev.bat helper script 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
96 lines
3.2 KiB
Python
96 lines
3.2 KiB
Python
#!/usr/bin/env python
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"""
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Quick test script to compare Standard vs OPD Zernike methods.
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Usage:
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conda activate atomizer
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python test_zernike_opd_comparison.py
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This will analyze a recent OP2 file and show you:
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1. How much lateral displacement exists
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2. How different the WFE metrics are between methods
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3. Whether you need to switch to OPD method for your optimizations
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"""
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from pathlib import Path
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import sys
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# Add project root to path
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sys.path.insert(0, str(Path(__file__).parent))
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def main():
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import numpy as np
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from optimization_engine.extractors.extract_zernike_opd import (
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ZernikeOPDExtractor,
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)
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# Find a recent OP2 file from your studies
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studies_path = Path("studies/M1_Mirror")
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op2_files = list(studies_path.glob("**/2_iterations/**/*.op2"))
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if not op2_files:
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op2_files = list(studies_path.glob("**/*.op2"))
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if not op2_files:
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print("No OP2 files found in studies/M1_Mirror")
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return
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# Use the most recent one
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op2_file = max(op2_files, key=lambda p: p.stat().st_mtime)
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print(f"Analyzing: {op2_file}")
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print("=" * 80)
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# Run comparison
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try:
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extractor = ZernikeOPDExtractor(op2_file)
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print(f"\nAvailable subcases: {list(extractor.displacements.keys())}")
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# Show geometry info
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geo = extractor.node_geometry
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all_pos = np.array(list(geo.values()))
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print(f"\n--- Geometry Info ---")
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print(f" Nodes: {len(geo)}")
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print(f" X range: {all_pos[:,0].min():.1f} to {all_pos[:,0].max():.1f} mm")
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print(f" Y range: {all_pos[:,1].min():.1f} to {all_pos[:,1].max():.1f} mm")
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print(f" Z range: {all_pos[:,2].min():.1f} to {all_pos[:,2].max():.1f} mm")
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for label in extractor.displacements.keys():
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print(f"\n{'=' * 80}")
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print(f"SUBCASE {label}")
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print('=' * 80)
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comparison = extractor.extract_comparison(label)
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print(f"\n--- Standard Method (Z-only) ---")
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print(f" Global RMS: {comparison['standard_method']['global_rms_nm']:.2f} nm")
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print(f" Filtered RMS: {comparison['standard_method']['filtered_rms_nm']:.2f} nm")
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print(f"\n--- Rigorous OPD Method ---")
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print(f" Global RMS: {comparison['opd_method']['global_rms_nm']:.2f} nm")
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print(f" Filtered RMS: {comparison['opd_method']['filtered_rms_nm']:.2f} nm")
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print(f"\n--- Difference (OPD - Standard) ---")
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delta = comparison['delta']['filtered_rms_nm']
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pct = comparison['delta']['percent_difference_filtered']
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sign = "+" if delta > 0 else ""
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print(f" Filtered RMS: {sign}{delta:.2f} nm ({sign}{pct:.1f}%)")
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print(f"\n--- Lateral Displacement ---")
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print(f" Max: {comparison['lateral_displacement']['max_um']:.3f} µm")
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print(f" RMS: {comparison['lateral_displacement']['rms_um']:.3f} µm")
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print(f" P99: {comparison['lateral_displacement']['p99_um']:.3f} µm")
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print(f"\n>>> {comparison['recommendation']}")
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except Exception as e:
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print(f"Error: {e}")
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import traceback
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traceback.print_exc()
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return
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if __name__ == '__main__':
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main()
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