feat(dc): Add multi-metric transformation feature (direction 1+2)

Summary:
- Implement intelligent multi-metric grouping detection algorithm
- Add direction 1: timepoint-as-row, metric-as-column (analysis format)
- Add direction 2: timepoint-as-column, metric-as-row (display format)
- Fix column name pattern detection (FMA___ issue)
- Maintain original Record ID order in output
- Add full-select/clear buttons in UI
- Integrate into TransformDialog with Radio selection
- Update 3 documentation files

Technical Details:
- Python: detect_metric_groups(), apply_multi_metric_to_long(), apply_multi_metric_to_matrix()
- Backend: 3 new methods in QuickActionService
- Frontend: MultiMetricPanel.tsx (531 lines)
- Total: ~1460 lines of new code

Status: Fully tested and verified, ready for production
This commit is contained in:
2025-12-21 15:06:15 +08:00
parent 8be8cdcf53
commit 9b81aef9a7
123 changed files with 4781 additions and 150 deletions

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@@ -102,3 +102,9 @@ INFO: Uvicorn running on http://0.0.0.0:8001

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@@ -258,3 +258,9 @@ df_numeric.to_excel('test_data/numeric_test.xlsx', index=False)

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