moments structure changed

nba_tracking_data_15_16.py

@@ -89,7 +89,7 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                         }
                     ]
                 },
-                "event_details": [
+                "moments": [
                     {
                         "quarter": datasets.Value("int64"),
                         "game_clock": datasets.Value("float32"),
@@ -174,46 +174,45 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                     home_team_id = event['home']['teamid']
                     home_abbrev = event['home']['abbreviation']
                     home_players = event['home']['players']
-                    
-                    for moment in event["moments"]:
-                        quarter = moment[0]
-                        game_clock = moment[2]
-                        shot_clock = moment[3]
-                        ball_coords_x = moment[5][0][2]
-                        ball_coords_y = moment[5][0][3]
-                        ball_coords_z = moment[5][0][4]
-                        player_coords = [{"teamid": i[0], "playerid": 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
+
+                    moments = [
+                        {
+                            "quarter": moment[0],
+                            "game_clock": moment[2],
+                            "shot_clock": moment[3],
+                            "ball_coordinates": moment[5][0][2:],
+                            "player_coordinates": [
+                                {
+                                    "teamid": i[0], 
+                                    "playerid": i[1], 
+                                    "x": i[2], 
+                                    "y": i[3], 
+                                    "z": i[4]
+                                } for i in moment[5][1:]
+                            ]
+                        } for moment in event["moments"]
+                    ]
+
+                    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
-                            },
-                            "event_details": {
-                                "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
-                            }
-                        }
+                    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
+                        },
+                        "moments": moments
+                    }