restructure player coords

nba_tracking_data_15_16.py

@@ -179,47 +179,36 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                         ball_coords_x = moment[5][0][2]
                         ball_coords_y = moment[5][0][3]
                         ball_coords_z = moment[5][0][4]
-                        for player in moment[5][1:]:
-                            team_id = player[0]
-                            player_id = player[1]
-                            x = player[2]
-                            y = player[3]
-                            z = player[4]
+                        player_coords = [{"team_id": i[0], "player_id": i[1], "x": i[2], "y": i[3], "z": i[4]} for i in moment[5][1:]]
 
-                            moment_id += 1
-                            # moment_id stop 
-                            if moment_id > 1000:
-                                break
-                                    
-                            yield moment_id, {
-                                "gameid": game_id,
-                                "gamedate": game_date,
-                                "eventid": event_id,
-                                # "visitor": {
-                                #     "name": visitor_name,
-                                #     "teamid": visitor_team_id,
-                                #     "abbreviation": visitor_abbrev,
-                                #     "players": visitor_players
-                                # },
-                                # "home": {
-                                #     "name": home_name,
-                                #     "teamid": home_team_id,
-                                #     "abbreviation": home_abbrev,
-                                #     "players": home_players
-                                # },
-                                "quarter": quarter,
-                                "game_clock": game_clock, 
-                                "shot_clock": shot_clock,
-                                "ball_coordinates": {
-                                    "x": ball_coords_x,
-                                    "y": ball_coords_y,
-                                    "z": ball_coords_z
-                                },
-                                "player_coordinates": {
-                                    "teamid": team_id,
-                                    "player_id": player_id,
-                                    "x": x,
-                                    "y": y,
-                                    "z": z
-                                }
-                            }
+                        moment_id += 1
+                        # moment_id stop 
+                        if moment_id > 1000:
+                            break
+                                
+                        yield moment_id, {
+                            "gameid": game_id,
+                            "gamedate": game_date,
+                            "eventid": event_id,
+                            # "visitor": {
+                            #     "name": visitor_name,
+                            #     "teamid": visitor_team_id,
+                            #     "abbreviation": visitor_abbrev,
+                            #     "players": visitor_players
+                            # },
+                            # "home": {
+                            #     "name": home_name,
+                            #     "teamid": home_team_id,
+                            #     "abbreviation": home_abbrev,
+                            #     "players": home_players
+                            # },
+                            "quarter": quarter,
+                            "game_clock": game_clock, 
+                            "shot_clock": shot_clock,
+                            "ball_coordinates": {
+                                "x": ball_coords_x,
+                                "y": ball_coords_y,
+                                "z": ball_coords_z
+                            },
+                            "player_coordinates": player_coords
+                        }