check with update pandas logic

nba_tracking_data_15_16.py

@@ -54,21 +54,21 @@ for game in items[0:2]:
   _URLS[name] = _URL + "/" + name + ".7z"
 
 def home_away_event_conversion(number):
-    if number.item() == 4:
+    if int(number.item()) == 4:
         return "home"
-    elif number.item() == 5:
+    elif int(number.item()) == 5:
         return "away"
     else:
         return None
         
 def identify_offense(row):
     identified_offense_events = [1, 2, 3, 4, 5]
-    if row['EVENTMSGTYPE'] in identified_offense_events:
-        poss_team_id = row['PLAYER1_TEAM_ID']
-    elif ("OFF.FOUL" in row["HOMEDESCRIPTION"]) or ("OFF.FOUL" in row["AWAYDESCRIPTION"]):
-        poss_team_id = row['PLAYER1_TEAM_ID']
+    if int(row['EVENTMSGTYPE'].item()) in identified_offense_events:
+        poss_team_id = int(row['PLAYER1_TEAM_ID'].item())
+    elif ("OFF.FOUL" in row["HOMEDESCRIPTION"].item()) or ("OFF.FOUL" in row["VISITORDESCRIPTION"].item()):
+        poss_team_id = int(row['PLAYER1_TEAM_ID'].item())
     elif row['EVENTMSGTYPE'] == 6:
-        poss_team_id = row['PLAYER2_TEAM_ID']
+        poss_team_id = int(row['PLAYER2_TEAM_ID'].item())
     else:
         poss_team_id = None
     return poss_team_id
@@ -207,22 +207,21 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                 for event in game["events"]:
                     event_id = event["eventId"]
 
-                    event_row = pbp[(pbp.GAME_ID == int(game_id)) & (pbp.EVENTNUM == int(event_id))]
+                    event_row = pbp.loc[(pbp.GAME_ID == int(game_id)) & (pbp.EVENTNUM == int(event_id))]
 
+                    event_type = event_row["EVENTMSGTYPE"].item()
                     
-                    event_type = event_row["EVENTMSGTYPE"]
+                    event_home_desc = event_row["HOMEDESCRIPTION"].item()
                     
-                    event_home_desc = event_row["HOMEDESCRIPTION"]
-                    
-                    event_away_desc = event_row["VISITORDESCRIPTION"]
+                    event_away_desc = event_row["VISITORDESCRIPTION"].item()
                     
                     primary_home_away = home_away_event_conversion(event_row["PERSON1TYPE"])
-                    primary_player_id = event_row["PLAYER1_ID"]
-                    primary_team_id = event_row["PLAYER1_TEAM_ID"]
+                    primary_player_id = event_row["PLAYER1_ID"].item()
+                    primary_team_id = event_row["PLAYER1_TEAM_ID"].item()
                     
                     secondary_home_away = home_away_event_conversion(event_row["PERSON2TYPE"])
-                    secondary_player_id = event_row["PLAYER2_ID"]
-                    secondary_team_id = event_row["PLAYER2_TEAM_ID"]
+                    secondary_player_id = event_row["PLAYER2_ID"].item()
+                    secondary_team_id = event_row["PLAYER2_TEAM_ID"].item()
                     
                     poss_team_id = identify_offense(event_row)