Claude 16cddd5243 feat: Comprehensive expression extraction and OP2 result extractor example ...

Enhanced expression extraction to find ALL named expressions in .prt files,
not just specific format. Added pyNastran-based result extraction example.

Expression Extraction Improvements:
- Updated regex to handle all NX expression format variations:
  * #(Type [units]) name: value;
  * (Type [units]) name: value;
  * *(Type [units]) name: value;
  * ((Type [units]) name: value;
- Added Root:expression_name: pattern detection
- Finds expressions even when value is not immediately available
- Deduplication to avoid duplicates
- Filters out NX internal names

Test Results with Bracket.prt:
- Previously: 1 expression (tip_thickness only)
- Now: 5 expressions found:
  * support_angle = 30.0 degrees
  * tip_thickness = 20.0 mm
  * p3 = 10.0 mm
  * support_blend_radius = 10.0 mm
  * p11 (reference found, value unknown)

OP2 Result Extraction (pyNastran):
- Created example extractor: op2_extractor_example.py
- Functions for common optimization metrics:
  * extract_max_displacement() - max displacement magnitude on any node
  * extract_max_stress() - von Mises or max principal stress
  * extract_mass() - total mass and center of gravity
- Handles multiple element types (CQUAD4, CTRIA3, CTETRA, etc.)
- Returns structured JSON for optimization engine integration
- Command-line tool for testing with real OP2 files

Usage:
  python optimization_engine/result_extractors/op2_extractor_example.py <file.op2>

Integration Ready:
- pyNastran already in requirements.txt
- Result extractor pattern established
- Can be used as template for custom metrics

Next Steps:
- Integrate result extractors into MCP tool framework
- Add safety factor calculations
- Support for thermal, modal results

2025-11-15 13:49:16 +00:00

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