 PM-pinou
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6cbbc24f14
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refactor: split distance.py (1114 lines) into analysis/distance/ package
Break monolithic distance.py into 8 focused sub-modules:
- _geo.py: IP distance functions (subnet mask, haversine, geo)
- _text.py: String distance (Levenshtein + enum) + bool distance
- _numeric.py: Bytes/hex popcount + timestamp FFT distance
- _normalize.py: StandardScaler normalization
- _svd.py: svd_denoise (TruncatedSVD, returns noise_profile)
- _umap.py: umap_reduce (3D→2D fallback)
- _cluster_svd.py: cluster_svd_extract (per-cluster SVD)
DELETE: run_preprocessing_pipeline (dead code, replaced by ColumnProcessor)
All public APIs re-exported via __init__.py. Backward compatible.
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2026-07-24 13:50:44 +08:00 |
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