Major additions: - Training data export system for AtomizerField neural network training - Bracket stiffness optimization study with 50+ training samples - Intelligent NX model discovery (auto-detect solutions, expressions, mesh) - Result extractors module for displacement, stress, frequency, mass - User-generated NX journals for advanced workflows - Archive structure for legacy scripts and test outputs - Protocol documentation and dashboard launcher 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
75 lines
2.1 KiB
Markdown
75 lines
2.1 KiB
Markdown
# Backend Testing Guide
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## 1. Start Backend Server
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```bash
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cd atomizer-dashboard/backend
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python -m uvicorn api.main:app --reload --port 8000
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```
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## 2. Test REST Endpoints
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### Get Study Status
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```bash
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curl http://localhost:8000/api/optimization/studies/bracket_stiffness_optimization_V3/status
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```
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### Get Pareto Front
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```bash
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curl http://localhost:8000/api/optimization/studies/bracket_stiffness_optimization_V3/pareto-front
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```
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### Get Trial History
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```bash
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curl http://localhost:8000/api/optimization/studies/bracket_stiffness_optimization_V3/trials
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```
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### Generate HTML Report
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```bash
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curl -X POST "http://localhost:8000/api/optimization/studies/bracket_stiffness_optimization_V3/generate-report?format=html"
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```
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### List Studies
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```bash
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curl http://localhost:8000/api/optimization/studies
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```
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## 3. Test WebSocket (Browser Console)
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Open browser to `http://localhost:8000` and run in console:
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```javascript
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const ws = new WebSocket('ws://localhost:8000/api/ws/optimization/bracket_stiffness_optimization_V3');
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ws.onmessage = (event) => {
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const data = JSON.parse(event.data);
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console.log('Received:', data);
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};
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ws.onopen = () => console.log('Connected to optimization stream');
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ws.onerror = (error) => console.error('WebSocket error:', error);
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```
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You should see a `connected` message with current trial count.
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## 4. Test Mesh Conversion (If Nastran Files Available)
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```bash
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curl -X POST http://localhost:8000/api/optimization/studies/bracket_stiffness_optimization_V3/convert-mesh
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```
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## 5. Download Generated Report
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After generating report, download it:
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```bash
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curl http://localhost:8000/api/optimization/studies/bracket_stiffness_optimization_V3/reports/optimization_report.html -o test_report.html
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```
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## Expected Results
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- **Status endpoint**: Should return study config, trial counts, best values
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- **Pareto front**: Should return 48 Pareto-optimal solutions
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- **Trials endpoint**: Should return all 100 trial records
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- **Report generation**: Should create HTML file in `studies/bracket_stiffness_optimization_V3/2_results/reports/`
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- **WebSocket**: Should show connected message with current_trials = 100
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