Refactor player and stack frame display logic in app.py

- Removed redundant view selection logic for player and stack frames, simplifying the code and enhancing readability.
- Streamlined the display of dataframes by directly using session state variables, improving performance and clarity in the output.
- Maintained the overall functionality while enhancing user experience through cleaner data presentation.

app.py

@@ -240,66 +240,36 @@ with tab2:
     with st.container():
         tab1, tab2, tab3 = st.tabs(['Player Used Info', 'Stack Used Info', 'Duplication Info'])
         with tab1:
-            player_view_var = st.radio("View Exposures by:", ['Percentage used', 'Relation to the field'], key='player_view_var')
 
             if entry_parse_var == 'All':
                 st.session_state['player_frame'] = create_player_exposures(working_df, player_columns)
-                if player_view_var == 'Percentage used':
-                    player_frame_display = st.session_state['player_frame']
-                elif player_view_var == 'Relation to the field':
-                    player_frame = st.session_state['player_frame'].set_index('Player')
-                    field_player_frame = st.session_state['field_player_frame'].set_index('Player')
-                    player_frame_display = player_frame.subtract(field_player_frame, fill_value=0)
-                    player_frame_display = player_frame_display.reset_index()
-                st.dataframe(player_frame_display.
+                st.dataframe(st.session_state['player_frame'].
                     sort_values(by='Exposure Overall', ascending=False).
                     style.background_gradient(cmap='RdYlGn').
-                    format(formatter='{:.2%}', subset=player_frame_display.select_dtypes(include=['number']).columns),
+                    format(formatter='{:.2%}', subset=st.session_state['player_frame'].select_dtypes(include=['number']).columns),
                     hide_index=True)
             else:
                 st.session_state['player_frame'] = create_player_exposures(working_df, player_columns, entry_names)
-                if player_view_var == 'Percentage used':
-                    player_frame_display = st.session_state['player_frame']
-                elif player_view_var == 'Relation to the field':
-                    player_frame = st.session_state['player_frame'].set_index('Player')
-                    field_player_frame = st.session_state['field_player_frame'].set_index('Player')
-                    player_frame_display = player_frame.subtract(field_player_frame, fill_value=0)
-                    player_frame_display = player_frame_display.reset_index()
-                st.dataframe(player_frame_display.
+                st.dataframe(st.session_state['player_frame'].
                     sort_values(by='Exposure Overall', ascending=False).
                     style.background_gradient(cmap='RdYlGn').
-                    format(formatter='{:.2%}', subset=player_frame_display.select_dtypes(include=['number']).columns),
+                    format(formatter='{:.2%}', subset=st.session_state['player_frame'].select_dtypes(include=['number']).columns),
                     hide_index=True)
         with tab2:
-            stack_view_var = st.radio('View Stack Exposures by:', ['Percentage used', 'Relation to the field'], key = 'stack_view_var')
 
             if entry_parse_var == 'All':
                 st.session_state['stack_frame'] = create_stack_exposures(working_df)
-                if stack_view_var == 'Percentage used':
-                    stack_frame_display = st.session_state['stack_frame']
-                elif stack_view_var == 'Relation to the field':
-                    stack_frame = st.session_state['stack_frame'].set_index('Stack')
-                    field_stack_frame = st.session_state['field_stack_frame'].set_index('Stack')
-                    stack_frame_display = stack_frame.subtract(field_stack_frame, fill_value=0)
-                    stack_frame_display = stack_frame_display.reset_index(drop=True)
-                st.dataframe(stack_frame_display.
+                st.dataframe(st.session_state['stack_frame'].
                     sort_values(by='Exposure Overall', ascending=False).
                     style.background_gradient(cmap='RdYlGn').
-                    format(formatter='{:.2%}', subset=stack_frame_display.select_dtypes(include=['number']).columns),
+                    format(formatter='{:.2%}', subset=st.session_state['stack_frame'].select_dtypes(include=['number']).columns),
                     hide_index=True)
             else:
                 st.session_state['stack_frame'] = create_stack_exposures(working_df, entry_names)
-                if stack_view_var == 'Percentage used':
-                    stack_frame_display = st.session_state['stack_frame']
-                elif stack_view_var == 'Relation to the field':
-                    stack_frame = st.session_state['stack_frame'].set_index('Stack')
-                    field_stack_frame = st.session_state['field_stack_frame'].set_index('Stack')
-                    stack_frame_display = stack_frame.subtract(field_stack_frame, fill_value=0)
-                    stack_frame_display = stack_frame_display.reset_index(drop=True)
-                st.dataframe(stack_frame_display.
+                st.dataframe(st.session_state['stack_frame'].
                     sort_values(by='Exposure Overall', ascending=False).
                     style.background_gradient(cmap='RdYlGn').
-                    format(formatter='{:.2%}', subset=stack_frame_display.select_dtypes(include=['number']).columns),
+                    format(formatter='{:.2%}', subset=st.session_state['stack_frame'].select_dtypes(include=['number']).columns),
                     hide_index=True)
         with tab3:
             st.write('holding')