Update app.py

app.py

@@ -137,7 +137,7 @@ def normalize_wardrobe_item(itm: Dict[str, Any]) -> Dict[str, Any]:
         return {}
 
     # Prefer explicit thumbnail_url, then camelCase thumbnailUrl, then thumbnail, then thumbnailPath
-    thumb = itm.get("thumbnail_url") or itm.get("thumbnailUrl") or itm.get("thumbnail") or itm.get("thumbnailPath") or None
+    thumb = itm.get("thumbnailUrl") # or itm.get("thumbnailUrl") or itm.get("thumbnail") or itm.get("thumbnailPath") or None
 
     title = itm.get("title") or itm.get("label") or (itm.get("analysis") or {}).get("type") or ""
     label = itm.get("label") or itm.get("title") or title or ""
@@ -149,7 +149,7 @@ def normalize_wardrobe_item(itm: Dict[str, Any]) -> Dict[str, Any]:
         "id": itm.get("id") or itm.get("doc_id") or "",
         "label": label,
         "title": title,
-        "thumbnail_url": thumb,
+        "thumbnailUrl": thumb,
         "analysis": itm.get("analysis") or {},
         "confidence": float(confidence) if confidence is not None else 0.8,
         # keep original payload for debugging if needed
@@ -222,7 +222,7 @@ def naive_generate_candidates(wardrobe_items: List[Dict[str, Any]],
                             "id": x.get("id"),
                             "label": x.get("label"),
                             "title": x.get("title"),
-                            "thumbnail_url": x.get("thumbnail_url"),
+                            "thumbnailUrl": x.get("thumbnailUrl"),
                             "analysis": x.get("analysis", {})
                         } for x in items
                     ],
@@ -261,7 +261,7 @@ def generate_candidates_with_gemini(wardrobe_items: List[Dict[str, Any]],
             "summary": (a.get("summary") or "")[:180],
             "brand": (a.get("brand") or "")[:80],
             "tags": a.get("tags") or [],
-            "thumbnail_url": it.get("thumbnail_url") or ""
+            "thumbnailUrl": it.get("thumbnailUrl") or ""
         })
 
     prompt = (
@@ -305,7 +305,7 @@ def generate_candidates_with_gemini(wardrobe_items: List[Dict[str, Any]],
             for iid in c.get("item_ids", []):
                 itm = id_map.get(str(iid))
                 if itm:
-                    items.append({"id": itm.get("id"), "label": itm.get("label"), "title": itm.get("title"), "thumbnail_url": itm.get("thumbnail_url"), "analysis": itm.get("analysis", {})})
+                    items.append({"id": itm.get("id"), "label": itm.get("label"), "title": itm.get("title"), "thumbnail_url": itm.get("thumbnailUrl"), "analysis": itm.get("analysis", {})})
             out.append({
                 "id": c.get("id") or str(uuid.uuid4()),
                 "items": items,
@@ -365,7 +365,7 @@ def refine_candidates_with_constraints(candidates: List[Dict[str, Any]],
                 "id": it.get("id"),
                 "label": it.get("label"),
                 "title": it.get("title"),
-                "thumbnail_url": it.get("thumbnail_url"),
+                "thumbnailUrl": it.get("thumbnailUrl"),
                 "analysis": it.get("analysis", {}),
                 "confidence": it.get("confidence", 0.5),
             } for it in resolved
@@ -484,12 +484,12 @@ def fetch_wardrobe_from_firestore(uid: str) -> List[Dict[str, Any]]:
         for d in docs:
             dd = d.to_dict() or {}
             # accept both snake_case and camelCase thumbnail fields
-            thumb = dd.get("thumbnail_url") or dd.get("thumbnailUrl") or dd.get("thumbnail") or dd.get("thumbnailPath") or None
+            thumb = dd.get("thumbnailUrl") # or dd.get("thumbnailUrl") or dd.get("thumbnail") or dd.get("thumbnailPath") or None
             items.append({
                 "id": dd.get("id") or d.id,
                 "label": dd.get("label") or dd.get("title") or "item",
                 "title": dd.get("title") or dd.get("label") or "",
-                "thumbnail_url": thumb,
+                "thumbnailUrl": thumb,
                 "analysis": dd.get("analysis", {}),
                 "confidence": dd.get("confidence", 0.8),
             })
@@ -506,12 +506,12 @@ def fetch_wardrobe_from_firestore(uid: str) -> List[Dict[str, Any]]:
         items = []
         for d in docs:
             dd = d.to_dict() or {}
-            thumb = dd.get("thumbnail_url") or dd.get("thumbnailUrl") or dd.get("thumbnail") or dd.get("thumbnailPath") or None
+            thumb = dd.get("thumbnailUrl") # or dd.get("thumbnailUrl") or dd.get("thumbnail") or dd.get("thumbnailPath") or None
             items.append({
                 "id": dd.get("id") or d.id,
                 "label": dd.get("label") or dd.get("title") or "item",
                 "title": dd.get("title") or dd.get("label") or "",
-                "thumbnail_url": thumb,
+                "thumbnailUrl": thumb,
                 "analysis": dd.get("analysis", {}),
                 "confidence": dd.get("confidence", 0.8),
             })
@@ -673,7 +673,7 @@ def suggest_all():
             log.warning("Failed to produce final note for candidate %s: %s", cand.get("id"), e)
             note = cand.get("notes") or cand.get("reason") or "A curated outfit."
 
-        thumb_urls = [it.get("thumbnail_url") for it in cand.get("items", []) if it.get("thumbnail_url")]
+        thumb_urls = [it.get("thumbnailUrl") # for it in cand.get("items", []) if it.get("thumbnail_url")]
 
         suggestion = {
             "id": cand.get("id") or str(uuid.uuid4()),