Removing stint_stats returns and prints.

src/streamlit_app.py

@@ -116,7 +116,6 @@ def init_baselines(data_req: str):
                                                 'Passes', 'Alt Assists', 'FT Assists', 'Assists', 'Stl', 'Blk', 'Tov', 'PF', 'DD', 'TD', 'Fantasy', 'FD_Fantasy', 'FPPM',
                                                 'Rebound%', 'Assists/Pass', 'Touch_per_min', 'Fantasy/Touch', 'FD Fantasy/Touch', 'team_score', 'opp_score', 'spread'], axis=1)
         game_rot = None
-        stint_stats = None
         timestamp = gamelog_table['Date'].max()
     elif data_req == 'all':
         collection = db["gamelog"] 
@@ -213,7 +212,7 @@ def init_baselines(data_req: str):
         except Exception:
             pass  # Silently continue if stint stats unavailable
 
-    return gamelog_table, game_rot, stint_stats.head(10), timestamp
+    return gamelog_table, game_rot, timestamp
 
 @st.cache_data(show_spinner=False)
 def seasonlong_build(data_sample):
@@ -331,7 +330,7 @@ if selected_tab == 'Gamelogs':
     with col1:
         if st.button("Reset Data", key='reset1'):
                   st.cache_data.clear()
-                  gamelog_table, game_rot, stint_stats, timestamp = init_baselines('gamelogs')
+                  gamelog_table, game_rot, timestamp = init_baselines('gamelogs')
                   basic_cols = ['Player', 'Pos', 'Team', 'Opp', 'Season', 'Date', 'Matchup', 'Min']
                   basic_season_cols = ['Pos', 'Team', 'Min']
                   data_cols = ['team_score', 'opp_score', 'spread', 'Touches', 'Pts', 'FGM', 'FGA', 'FG%', 'FG3M',
@@ -350,7 +349,7 @@ if selected_tab == 'Gamelogs':
                   total_players = indv_players.Player.values.tolist()
                   total_dates = gamelog_table.Date.values.tolist()
         
-        gamelog_table, game_rot, stint_stats, timestamp = init_baselines('gamelogs')
+        gamelog_table, game_rot, timestamp = init_baselines('gamelogs')
         indv_teams = gamelog_table.drop_duplicates(subset='Team')
         total_teams = indv_teams.Team.values.tolist()
         indv_players = gamelog_table.drop_duplicates(subset='Player')
@@ -462,7 +461,7 @@ if selected_tab == 'Correlation Matrix':
     with col1:
         if st.button("Reset Data", key='reset2'):
                   st.cache_data.clear()
-                  gamelog_table, game_rot, stint_stats, timestamp = init_baselines('gamelogs')
+                  gamelog_table, game_rot, timestamp = init_baselines('gamelogs')
                   basic_cols = ['Player', 'Pos', 'Team', 'Opp', 'Season', 'Date', 'Matchup', 'Min']
                   basic_season_cols = ['Pos', 'Team', 'Min']
                   data_cols = ['team_score', 'opp_score', 'spread', 'Touches', 'Pts', 'FGM', 'FGA', 'FG%', 'FG3M',
@@ -481,7 +480,7 @@ if selected_tab == 'Correlation Matrix':
                   total_players = indv_players.Player.values.tolist()
                   total_dates = gamelog_table.Date.values.tolist()
         
-        gamelog_table, game_rot, stint_stats, timestamp = init_baselines('gamelogs')
+        gamelog_table, game_rot, timestamp = init_baselines('gamelogs')
         indv_teams = gamelog_table.drop_duplicates(subset='Team')
         total_teams = indv_teams.Team.values.tolist()
         indv_players = gamelog_table.drop_duplicates(subset='Player')
@@ -559,7 +558,7 @@ if selected_tab == 'Position vs. Opp':
     with col1:
         if st.button("Reset Data", key='reset3'):
                   st.cache_data.clear()
-                  gamelog_table, game_rot, stint_stats, timestamp = init_baselines('gamelogs')
+                  gamelog_table, game_rot, timestamp = init_baselines('gamelogs')
                   basic_cols = ['Player', 'Pos', 'Team', 'Opp', 'Season', 'Date', 'Matchup', 'Min']
                   basic_season_cols = ['Pos', 'Team', 'Min']
                   data_cols = ['team_score', 'opp_score', 'spread', 'Touches', 'Pts', 'FGM', 'FGA', 'FG%', 'FG3M',
@@ -578,7 +577,7 @@ if selected_tab == 'Position vs. Opp':
                   total_players = indv_players.Player.values.tolist()
                   total_dates = gamelog_table.Date.values.tolist()
         
-        gamelog_table, game_rot, stint_stats, timestamp = init_baselines('gamelogs')
+        gamelog_table, game_rot, timestamp = init_baselines('gamelogs')
         indv_teams = gamelog_table.drop_duplicates(subset='Team')
         total_teams = indv_teams.Team.values.tolist()
         indv_players = gamelog_table.drop_duplicates(subset='Player')
@@ -648,7 +647,7 @@ if selected_tab == 'Game Rotations':
     with col1:
         if st.button("Reset Data", key='reset5'):
                   st.cache_data.clear()
-                  gamelog_table, game_rot, stint_stats, timestamp = init_baselines('all')
+                  gamelog_table, game_rot, timestamp = init_baselines('all')
                   
                   basic_cols = ['Player', 'Pos', 'Team', 'Opp', 'Season', 'Date', 'Matchup', 'Min']
                   basic_season_cols = ['Pos', 'Team', 'Min']
@@ -670,7 +669,7 @@ if selected_tab == 'Game Rotations':
                   total_players = indv_players.Player.values.tolist()
                   total_dates = gamelog_table.Date.values.tolist()
         
-        gamelog_table, game_rot, stint_stats, timestamp = init_baselines('all')
+        gamelog_table, game_rot, timestamp = init_baselines('all')
         basic_cols = ['Player', 'Pos', 'Team', 'Team Abbr', 'Opp', 'Opp Abbr', 'Season', 'Date', 'Matchup', 'Min']
         basic_season_cols = ['Pos', 'Team', 'Team Abbr', 'Min']
         data_cols = ['team_score', 'opp_score', 'spread', 'Touches', 'Pts', 'FGM', 'FGA', 'FG%', 'FG3M',