Refactor player selection DataFrame in app.py to ensure consistent filtering by salary and position. Updated logic to apply filters correctly, enhancing data integrity and user experience in lineup creation.

app.py

@@ -878,9 +878,12 @@ with tab4:
     # If no teams selected, show all teams
     if pos_select3:
         position_mask_2 = handbuild_roo['Position'].apply(lambda x: any(pos in x for pos in pos_select3))
-        player_select_df = handbuild_roo[position_mask_2][['Player', 'Position', 'Team', 'Team_Total', 'Opp_Total', 'Salary', 'Median', '2x%', 'Order', 'Hand', 'Own%']].drop_duplicates(subset=['Player', 'Team']).sort_values(by='Order', ascending=True).copy()
+        player_select_df = player_select_df[position_mask_2][['Player', 'Position', 'Team', 'Team_Total', 'Opp_Total', 'Salary', 'Median', '2x%', 'Order', 'Hand', 'Own%']].drop_duplicates(subset=['Player', 'Team']).sort_values(by='Order', ascending=True).copy()
     else:
-        player_select_df = handbuild_roo[['Player', 'Position', 'Team', 'Team_Total', 'Opp_Total', 'Salary', 'Median', '2x%', 'Order', 'Hand', 'Own%']].drop_duplicates(subset=['Player', 'Team']).copy()
+        player_select_df = player_select_df[['Player', 'Position', 'Team', 'Team_Total', 'Opp_Total', 'Salary', 'Median', '2x%', 'Order', 'Hand', 'Own%']].drop_duplicates(subset=['Player', 'Team']).copy()
+    
+    player_select_df = player_select_df[player_select_df['Salary'] <= salary_var]
+
     
     with st.expander("Quick Fill Options"):
         auto_team_var = st.selectbox("Auto Fill Team", options=all_teams)