fix: fallback entity value when column is empty to ensure all UMAP profiles are saved

2026-07-22 23:11:32 +08:00
parent 2c5aece65d
commit c1db7ad7eb
1 changed files with 2 additions and 1 deletions
@@ -988,7 +988,8 @@ def _run_clustering_pipeline(run, store, entity_ds_id, feature_columns, algorith
                        for i, row in enumerate(df_umap.iter_rows(named=True)):
                            ev = str(row.get(ent_col, ''))
                            if not ev:
-                                continue
+                                # Fallback: use row index when entity column is empty
+                                ev = f'entity_{i}'
                            lbl = labels_list[i] if i < len(labels_list) else -1
                            cache_key = f'{run.id}_{lbl}'
                            if cache_key not in cr_cache: