Adding some active debugging rather than passive.

src/streamlit_app.py

@@ -176,13 +176,13 @@ def init_baselines(data_req: str):
         game_rot['GAME_DATE'] = pd.to_datetime(game_rot['GAME_DATE']).dt.date
         
         # Query play-by-play stint stats
-        print("DEBUG: ===== ATTEMPTING TO LOAD STINT STATS =====")
+        st.toast("DEBUG: Attempting to load stint stats...")
         try:
             collection = db["playbyplay_stints"]
             cursor = collection.find()
             stint_stats = pd.DataFrame(list(cursor))
             
-            print(f"DEBUG: Loaded {len(stint_stats)} stint_stats records")
+            st.toast(f"DEBUG: Loaded {len(stint_stats)} stint_stats records")
             
             if len(stint_stats) > 0:
                 # Create stint_id in game_rot for merging (ensure float format to match data hook)
@@ -190,20 +190,6 @@ def init_baselines(data_req: str):
                                         game_rot['PERSON_ID'].astype(str) + '_' + 
                                         game_rot['Start'].apply(lambda x: str(float(x))))
                 
-                # DEBUG: Show sample stint_ids from both sources
-                print(f"DEBUG: Sample game_rot stint_id: {game_rot['stint_id'].iloc[0]}")
-                print(f"DEBUG: Sample stint_stats stint_id: {stint_stats['stint_id'].iloc[0]}")
-                
-                # DEBUG: Check for MPJ specifically
-                mpj_rot = game_rot[(game_rot['PERSON_ID'] == 1629008) & (game_rot['GAME_ID'] == '0022500656')]
-                mpj_stint = stint_stats[stint_stats['stint_id'] == '0022500656_1629008_0.0']
-                print(f"DEBUG: MPJ rotation records: {len(mpj_rot)}")
-                print(f"DEBUG: MPJ stint_stats records: {len(mpj_stint)}")
-                if len(mpj_rot) > 0:
-                    print(f"DEBUG: MPJ rotation stint_id: '{mpj_rot.iloc[0]['stint_id']}'")
-                if len(mpj_stint) > 0:
-                    print(f"DEBUG: MPJ stint_stats stint_PTS: {mpj_stint.iloc[0]['stint_PTS']}")
-                
                 # Select columns to merge from stint_stats
                 stint_cols = ['stint_id', 'stint_PTS', 'stint_FGM', 'stint_FGA', 'stint_FG3M', 'stint_FG3A',
                              'stint_FTM', 'stint_FTA', 'stint_REB', 'stint_OREB', 'stint_DREB',
@@ -220,27 +206,23 @@ def init_baselines(data_req: str):
                 
                 # DEBUG: Check matching before merge
                 matching_ids = set(game_rot['stint_id']).intersection(set(stint_stats_subset['stint_id']))
-                print(f"DEBUG: Matching stint_ids before merge: {len(matching_ids)}")
+                st.toast(f"DEBUG: {len(matching_ids)} matching stint_ids")
                 
                 # Merge stint stats with rotations
                 game_rot = game_rot.merge(stint_stats_subset, on='stint_id', how='left')
                 
                 # DEBUG: Check result after merge
                 non_zero_pts = (game_rot['stint_PTS'] > 0).sum() if 'stint_PTS' in game_rot.columns else 0
-                print(f"DEBUG: After merge - non-zero stint_PTS count: {non_zero_pts}")
+                st.toast(f"DEBUG: {non_zero_pts} non-zero stint_PTS after merge")
                 
                 # Fill NaN stint stats with 0
                 for col in numeric_cols:
                     if col in game_rot.columns:
                         game_rot[col] = game_rot[col].fillna(0)
         except Exception as e:
-            print(f"DEBUG: ===== EXCEPTION IN STINT STATS =====")
-            print(f"ERROR loading stint stats: {e}")
-            import traceback
-            traceback.print_exc()
-            print(f"DEBUG: ===== END EXCEPTION =====")
+            st.error(f"ERROR loading stint stats: {e}")
         
-        print(f"DEBUG: ===== STINT STATS SECTION COMPLETE =====")
+        st.toast("DEBUG: Stint stats section complete")
     
     return gamelog_table, game_rot, timestamp