added model

README.md

@@ -1,5 +1,5 @@
 ---
-title: League Champion Predictor
+title: League Champion Pick Predictor
 emoji: 🎮
 colorFrom: blue
 colorTo: red

util/app_training_df_getter.py

@@ -409,8 +409,8 @@ def create_app_user_training_df(url):
         print("Recent matches columns:", recent_stats.columns.tolist())
         
         # Check if player_id exists before trying to process it
-        if 'player_id' not in recent_stats.columns:
-            raise KeyError("player_id column not found in recent_stats")
+        #if 'player_id' not in recent_stats.columns:
+        #    raise KeyError("player_id column not found in recent_stats")
         
         # Process player_id
         recent_stats['player_id'] = recent_stats['player_id'].str.replace(" #", "-", regex=False)
@@ -418,7 +418,7 @@ def create_app_user_training_df(url):
 
         # Get player stats
         print("Fetching player stats...")
-        player_stats = get_player_stats(region, username)
+        player_stats, metadata = get_player_stats(region, username)
         
         # Validate player_stats
         if player_stats is None or player_stats.empty:
@@ -463,4 +463,6 @@ def create_app_user_training_df(url):
 # meta_stats = get_meta_stats() 
 # print(meta_stats)
 
-
+#url = "https://www.op.gg/summoners/euw/Agurin-EUW?queue_type=soloranked"
+#return_value = create_app_user_training_df(url)
+#print("return value: ", return_value)