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

View File

@@ -539,3 +539,9 @@ df['creatinine'] = pd.to_numeric(df['creatinine'], errors='coerce')

View File

@@ -954,3 +954,9 @@ export const aiController = new AIController();

View File

@@ -1288,3 +1288,9 @@ npm install react-markdown

View File

@@ -196,3 +196,9 @@ FMA___基线 | FMA___1个月 | FMA___2个月

View File

@@ -354,3 +354,9 @@ formula = "FMA总分0-100 / 100"

View File

@@ -188,3 +188,9 @@ async handleFillnaMice(request, reply) {

View File

@@ -160,3 +160,9 @@ method: 'mean' | 'median' | 'mode' | 'constant' | 'ffill' | 'bfill'