Files
AIclinicalresearch/extraction_service/operations/__init__.py
HaHafeng 9b81aef9a7 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
2025-12-21 15:06:15 +08:00

33 lines
351 B
Python

"""
数据操作函数模块
提供预写的、经过测试的数据处理函数,供功能按钮调用。
模块列表:
- filter: 高级筛选
- recode: 数值映射(重编码)
- binning: 生成分类变量(分箱)
- conditional: 条件生成列
- missing: 缺失值处理
- duplicate: 去重
"""
__version__ = '1.0.0'