fix infinite coordinates errors

process_kpi/process_gsm_capacity.py

@@ -506,6 +506,9 @@ def get_operational_neighbours(distance: int) -> pd.DataFrame:
     operational_df = operational_df[
         operational_df["operational_comment"] != "Operational is OK"
     ]
+    operational_df = operational_df[
+        operational_df[["Latitude", "Longitude"]].notna().all(axis=1)
+    ]
 
     # Rename all columns in operational_df by adding "Dataset2_" prefix
     operational_df = operational_df.add_prefix("Dataset2_")
@@ -515,12 +518,19 @@ def get_operational_neighbours(distance: int) -> pd.DataFrame:
         ["ID_BTS", "name", "BH Congestion status", "Longitude", "Latitude"]
     ]
 
-    # Remove NaN , empty string
-    congested_df = congested_df[congested_df["BH Congestion status"] != ""]
-
+    # Remove rows where "BH Congestion status" is empty or NaN
+    congested_df = congested_df[
+        congested_df["BH Congestion status"].notna()
+        & congested_df["BH Congestion status"].astype(str).str.len().astype(bool)
+    ]
     # Remove rows where "BH Congestion status" is "nan, nan"
     congested_df = congested_df[congested_df["BH Congestion status"] != "nan, nan"]
 
+    # Remove rows where Latitude and Longitude are empty
+    congested_df = congested_df[
+        congested_df[["Latitude", "Longitude"]].notna().all(axis=1)
+    ]
+
     # Rename all columns in congested_df by adding "Dataset1_" prefix
     congested_df = congested_df.add_prefix("Dataset1_")