refine

msr.py

@@ -838,9 +838,6 @@ def mine_all_agents():
             conn, identifiers, start_date, end_date
         )
 
-        total_reviews = sum(len(metadata_list) for metadata_list in all_metadata.values())
-        agents_with_data = sum(1 for metadata_list in all_metadata.values() if metadata_list)
-
     except Exception as e:
         print(f"Error during DuckDB fetch: {str(e)}")
         import traceback
@@ -849,24 +846,24 @@ def mine_all_agents():
     finally:
         conn.close()
 
-    print(f"\n[4/5] Uploading review metadata...")
-
-    success_count, error_count = batch_upload_review_metadata(all_metadata)
-
-    print(f"\n[5/5] Saving leaderboard...")
+    print(f"\n[4/5] Saving leaderboard...")
 
     try:
         leaderboard_dict = construct_leaderboard_from_metadata(all_metadata, agents)
         monthly_metrics = calculate_monthly_metrics_by_agent(all_metadata, agents)
         save_leaderboard_data_to_hf(leaderboard_dict, monthly_metrics)
 
-        print(f"\nCOMPLETE: {success_count} files uploaded" + (f", {error_count} errors" if error_count > 0 else ""))
-
     except Exception as e:
         print(f"Error saving leaderboard: {str(e)}")
         import traceback
         traceback.print_exc()
 
+    print(f"\n[5/5] Uploading review metadata...")
+
+    success_count, error_count = batch_upload_review_metadata(all_metadata)
+
+    print(f"\nCOMPLETE: {success_count} files uploaded" + (f", {error_count} errors" if error_count > 0 else ""))
+
 
 # =============================================================================
 # SCHEDULER SETUP