change types

nba_tracking_data_15_16.py

@@ -64,11 +64,11 @@ def home_away_event_conversion(number):
 def identify_offense(row):
     identified_offense_events = [1, 2, 3, 4, 5]
     if int(row['EVENTMSGTYPE'].item()) in identified_offense_events:
-        poss_team_id = int(row['PLAYER1_TEAM_ID'].item())
+        poss_team_id = row['PLAYER1_TEAM_ID'].item()
     elif ("OFF.FOUL" in str(row["HOMEDESCRIPTION"].item())) or ("OFF.FOUL" in str(row["VISITORDESCRIPTION"].item())):
-        poss_team_id = int(row['PLAYER1_TEAM_ID'].item())
+        poss_team_id = row['PLAYER1_TEAM_ID'].item()
     elif int(row['EVENTMSGTYPE'].item()) == 6:
-        poss_team_id = int(row['PLAYER2_TEAM_ID'].item())
+        poss_team_id = row['PLAYER2_TEAM_ID'].item()
     else:
         poss_team_id = None
     return poss_team_id
@@ -86,17 +86,17 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                 "gamedate": datasets.Value("string"),
                 "event_info": {"id": datasets.Value("string"),
                                "type": datasets.Value("int64"),
-                               "possession_team_id": datasets.Value("int64"),
+                               "possession_team_id": datasets.Value("float32"),
                                "desc_home": datasets.Value("string"),
                                "desc_away": datasets.Value("string")
                               },
                 "primary_info": {"team": datasets.Value("string"),
-                                 "player_id": datasets.Value("int64"),
-                                 "team_id": datasets.Value("int64")
+                                 "player_id": datasets.Value("float32"),
+                                 "team_id": datasets.Value("float32")
                                 },
                 "secondary_info": {"team": datasets.Value("string"),
-                                   "player_id": datasets.Value("int64"),
-                                   "team_id": datasets.Value("int64")
+                                   "player_id": datasets.Value("float32"),
+                                   "team_id": datasets.Value("float32")
                                   },
                 "visitor": {
                     "name": datasets.Value("string"),