Adding tools to get nba data

agent.json

@@ -49,6 +49,9 @@
         "queue",
         "time",
         "collections",
-        "re"
+        "re",
+        "nba_api",
+        "seaborn",
+        "matplotlib"
     ]
 }

app.py

@@ -3,9 +3,14 @@ import datetime
 import requests
 import pytz
 import yaml
+import pandas as pd
+from typing import List
+from nba_api.stats.static import players
+from nba_api.stats.endpoints import leaguegamefinder,playbyplayv3
 from tools.final_answer import FinalAnswerTool
 from tools.web_search import DuckDuckGoSearchTool
 
+
 from Gradio_UI import GradioUI
 
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
@@ -19,6 +24,52 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
     """
     return "What magic will you build ?"
 
+@tool
+def get_player_id(player_name:str) -> int:
+    """A tool that fetches the player ID based on the player name.
+    Args:
+        player_name: The full name of the player.
+    Returns:
+        The player ID as an integer.
+    """
+    try:
+        player_id = players.find_player_by_id(player_name)
+        return f"Player ID for {player_name} is: {player_id}"
+    except Exception as e:
+        return f"Error fetching player ID for '{player_name}': {str(e)}"
+    
+@tool
+def get_playergame(player_id:int) -> List[str]:
+    """A tool that fetches the game where a specific player played.
+    Args:
+        player_id: The ID of the player
+    Returns:
+        A list of gameids where the player played.
+    """
+    try:
+        found_games = leaguegamefinder.LeagueGameFinder(player_id_nullable=player_id)
+        found_game_ids = found_games.get_data_frames()[0]["GAME_ID"].values.tolist()
+        return found_game_ids
+    except Exception as e:
+        return f"Error fecthing games for player ID '{player_id}': {str(e)}"
+
+@tool
+def get_player_games_data(game_ids:List[str]) -> List[pd.DataFrame]:
+    """ A tool that fetches the play-by-play data for each games that a specific player played.
+    Args:
+        game_ids: A list of game IDs
+    Returns:
+        A list of dataframes containing play-by-play data for each game where a player played in it.
+    """
+    try:
+        game_data = []
+        for game_id in game_ids:
+            play_by_play = playbyplayv3.PlayByPlayV3(game_id=game_id).get_data_frames()[0]
+            game_data.append(play_by_play)
+        return game_data
+    except Exception as e:
+        return f"Error fetching play-by-play data for game IDs '{game_ids}': {str(e)}" 
+
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
     """A tool that fetches the current local time in a specified timezone.

requirements.txt

@@ -3,3 +3,4 @@ smolagents
 requests
 duckduckgo_search
 pandas
+nba_api