testing player coordinates

nba_tracking_data_15_16.py

@@ -62,34 +62,34 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                 "gamedate": datasets.Value("string"),
                 # question: how to indicate list of dictionaries?
                 "eventid": datasets.Value("string"),
-                "visitor": {
-                    "name": datasets.Value("string"),
-                    "teamid": datasets.Value("int64"),
-                    "abbreviation": datasets.Value("string"),
-                    "players": [
-                        {
-                        "lastname": datasets.Value("string"),
-                        "firstname": datasets.Value("string"),
-                        "playerid": datasets.Value("int64"),
-                        "jersey": datasets.Value("string"),
-                        "position": datasets.Value("string")
-                        }
-                    ]
-                },
-                "home": {
-                    "name": datasets.Value("string"),
-                    "teamid": datasets.Value("int64"),
-                    "abbreviation": datasets.Value("string"),
-                    "players": [
-                        {
-                        "lastname": datasets.Value("string"),
-                        "firstname": datasets.Value("string"),
-                        "playerid": datasets.Value("int64"),
-                        "jersey": datasets.Value("string"),
-                        "position": datasets.Value("string")
-                        }
-                    ]
-                },
+                # "visitor": {
+                #     "name": datasets.Value("string"),
+                #     "teamid": datasets.Value("int64"),
+                #     "abbreviation": datasets.Value("string"),
+                #     "players": [
+                #         {
+                #         "lastname": datasets.Value("string"),
+                #         "firstname": datasets.Value("string"),
+                #         "playerid": datasets.Value("int64"),
+                #         "jersey": datasets.Value("string"),
+                #         "position": datasets.Value("string")
+                #         }
+                #     ]
+                # },
+                # "home": {
+                #     "name": datasets.Value("string"),
+                #     "teamid": datasets.Value("int64"),
+                #     "abbreviation": datasets.Value("string"),
+                #     "players": [
+                #         {
+                #         "lastname": datasets.Value("string"),
+                #         "firstname": datasets.Value("string"),
+                #         "playerid": datasets.Value("int64"),
+                #         "jersey": datasets.Value("string"),
+                #         "position": datasets.Value("string")
+                #         }
+                #     ]
+                # },
                 "quarter": datasets.Value("int64"),
                 "game_clock": datasets.Value("float32"),
                 "shot_clock": datasets.Value("float32"),
@@ -98,15 +98,15 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                     "y": datasets.Value("float32"),
                     "z": datasets.Value("float32")
                 },
-                # "player_coordinates": datasets.Sequence(
-                #     {
-                #         "teamid": datasets.Value("int64"),
-                #         "playerid": datasets.Value("int64"),
-                #         "x": datasets.Value("float32"),
-                #         "y": datasets.Value("float32"),
-                #         "z": datasets.Value("float32")
-                #     }
-                # )
+                "player_coordinates": [
+                    {
+                        "teamid": datasets.Value("int64"),
+                        "playerid": datasets.Value("int64"),
+                        "x": datasets.Value("float32"),
+                        "y": datasets.Value("float32"),
+                        "z": datasets.Value("float32")
+                    }
+                ]
             }
         )
         
@@ -162,15 +162,15 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                 for event in game["events"]:
                     event_id = event["eventId"]
                     
-                    visitor_name = event['visitor']['name']
-                    visitor_team_id = event['visitor']['teamid']
-                    visitor_abbrev = event['visitor']['abbreviation']
-                    visitor_players = event['visitor']['players']
+                    # visitor_name = event['visitor']['name']
+                    # visitor_team_id = event['visitor']['teamid']
+                    # visitor_abbrev = event['visitor']['abbreviation']
+                    # visitor_players = event['visitor']['players']
 
-                    home_name = event['home']['name']
-                    home_team_id = event['home']['teamid']
-                    home_abbrev = event['home']['abbreviation']
-                    home_players = event['home']['players']
+                    # home_name = event['home']['name']
+                    # home_team_id = event['home']['teamid']
+                    # home_abbrev = event['home']['abbreviation']
+                    # home_players = event['home']['players']
                     
                     for moment in event["moments"]:
                         quarter = moment[0]
@@ -195,18 +195,18 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                                 "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
-                                },
+                                # "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,
@@ -214,5 +214,12 @@ class NbaTracking(datasets.GeneratorBasedBuilder):
                                     "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
                                 }
                             }