final fix

inference_tab/inference_logic.py

@@ -712,8 +712,6 @@ def fuzzyMatch(score_th, tile_dict):
     osm_gdf["name"] = osm_gdf["name"].str.replace("strasse", "", case=False, regex=False)
 
    
-    #gdf = gdf.to_crs(epsg=4326)
-    #osm_gdf = osm_gdf.to_crs(epsg=4326)
 
     # Build spatial index for fast nearest lookup
     osm_sindex = osm_gdf.sindex
@@ -733,27 +731,8 @@ def fuzzyMatch(score_th, tile_dict):
         # Closest OSM street geometrically
         nearest_idx, nearest_dist = osm_sindex.nearest(geom, return_all=False,return_distance=True)
 
-        print(nearest_idx,nearest_dist)
-       
-
         #closest_geom = osm_gdf.geometry.iloc[nearest_idx[1]]
-        closest_name = osm_gdf.name.iloc[nearest_idx[1]][0]
-
-     
-
-        '''# Compute geodesic distance (in meters)
-        nearest_point = nearest_points(geom, closest_geom)[1]
-        if isinstance(nearest_point, gpd.GeoSeries):
-            nearest_point = nearest_point.iloc[0]
-
-        print(f"Nearest point: {nearest_point}")
-        
-
-
-        dist_m = geodesic(
-            (geom.y, geom.x),
-            (nearest_point.y, nearest_point.x)
-        ).meters'''
+        closest_name = osm_gdf.name.iloc[nearest_idx[1]].values[0]
 
         results.append({
             "blob_id": row.blob_id,