From f543d07819f9df09d7caeb0606e189c5c34797f9 Mon Sep 17 00:00:00 2001
From: tushar1977 <steve192g@gmail.com>
Date: Wed, 29 Oct 2025 19:16:15 +0530
Subject: [PATCH 1/2] Converts raw data to json

---
 backend/app/database/face_clusters.py | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/backend/app/database/face_clusters.py b/backend/app/database/face_clusters.py
index dc8c97334..828ecec17 100644
--- a/backend/app/database/face_clusters.py
+++ b/backend/app/database/face_clusters.py
@@ -205,9 +205,9 @@ def db_delete_all_clusters() -> int:
         conn.close()
 
 
-def db_get_all_clusters_with_face_counts() -> (
-    List[Dict[str, Union[str, Optional[str], int]]]
-):
+def db_get_all_clusters_with_face_counts() -> List[
+    Dict[str, Union[str, Optional[str], int]]
+]:
     """
     Retrieve all clusters with their face counts and stored face images.
 
@@ -299,11 +299,12 @@ def db_get_images_by_cluster_id(
                 bbox_json,
             ) = row
 
+            import json
+
+            metadata_dict = json.loads(metadata) if metadata else None
             # Parse bbox JSON if it exists
             bbox = None
             if bbox_json:
-                import json
-
                 bbox = json.loads(bbox_json)
 
             images.append(
@@ -311,7 +312,7 @@ def db_get_images_by_cluster_id(
                     "image_id": image_id,
                     "image_path": image_path,
                     "thumbnail_path": thumbnail_path,
-                    "metadata": metadata,
+                    "metadata": metadata_dict,
                     "face_id": face_id,
                     "confidence": confidence,
                     "bbox": bbox,

From 9482f8eea09cac104bd8b7ecf4299bce7455317d Mon Sep 17 00:00:00 2001
From: tushar1977 <steve192g@gmail.com>
Date: Wed, 29 Oct 2025 19:22:20 +0530
Subject: [PATCH 2/2] reverted the brackets

---
 backend/app/database/face_clusters.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/backend/app/database/face_clusters.py b/backend/app/database/face_clusters.py
index 828ecec17..033b9b984 100644
--- a/backend/app/database/face_clusters.py
+++ b/backend/app/database/face_clusters.py
@@ -205,9 +205,9 @@ def db_delete_all_clusters() -> int:
         conn.close()
 
 
-def db_get_all_clusters_with_face_counts() -> List[
-    Dict[str, Union[str, Optional[str], int]]
-]:
+def db_get_all_clusters_with_face_counts() -> (
+    List[Dict[str, Union[str, Optional[str], int]]]
+):
     """
     Retrieve all clusters with their face counts and stored face images.