Refactor app.py to replace selectboxes with radio buttons for user input across all tabs, enhancing UI consistency and improving user experience in data selection processes.

app.py

@@ -121,7 +121,7 @@ def convert_df(array):
 roo_data, sd_roo_data, scoring_percentages = init_baselines()
 hold_display = roo_data
 
-view_var = st.selectbox("Select view", ["Simple", "Advanced"])
+view_var = st.radio("Select view", ["Simple", "Advanced"])
 
 tab1, tab2, tab3 = st.tabs(["Scoring Percentages", "Player ROO", "Optimals"])
 
@@ -138,11 +138,11 @@ with tab1:
                 for key in st.session_state.keys():
                     del st.session_state[key]
         with col2:
-            site_var1 = st.selectbox("What site are you working with?", ('Draftkings', 'Fanduel'), key='site_var1')
+            site_var1 = st.radio("What site are you working with?", ('Draftkings', 'Fanduel'), key='site_var1')
         with col3:
-            slate_var1 = st.selectbox("Which data are you loading?", ('Main Slate', 'Secondary Slate', 'All Games'), key='slate_var1')
+            slate_var1 = st.radio("Which data are you loading?", ('Main Slate', 'Secondary Slate', 'All Games'), key='slate_var1')
         with col4:
-            own_var1 = st.selectbox("How would you like to display team ownership?", ('Sum', 'Average'), key='own_var1')
+            own_var1 = st.radio("How would you like to display team ownership?", ('Sum', 'Average'), key='own_var1')
     st.title("Scoring Percentages")
     if view_var == "Simple":
         scoring_percentages = scoring_percentages[['Names', 'Avg Score', '8+ runs', 'Win Percentage']]
@@ -164,54 +164,54 @@ with tab2:
                 for key in st.session_state.keys():
                     del st.session_state[key]
         with col2:
-            site_var2 = st.selectbox("What site are you working with?", ('Draftkings', 'Fanduel'), key='site_var2')
+            site_var2 = st.radio("What site are you working with?", ('Draftkings', 'Fanduel'), key='site_var2')
         with col3:
-            slate_type_var2 = st.selectbox("Which slate type are you loading?", ('Regular', 'Showdown'), key='slate_type_var2')
+            slate_type_var2 = st.radio("Which slate type are you loading?", ('Regular', 'Showdown'), key='slate_type_var2')
         with col4:
-            slate_var2 = st.selectbox("Which slate data are you loading?", ('Main', 'Secondary', 'Auxiliary'), key='slate_var2')
+            slate_var2 = st.radio("Which slate data are you loading?", ('Main', 'Secondary', 'Auxiliary'), key='slate_var2')
         with col5:
-            pos_var2 = st.selectbox("Which position group would you like to view?", ('All', 'Pitchers', 'Hitters'), key='pos_var2')
+            pos_var2 = st.radio("Which position group would you like to view?", ('All', 'Pitchers', 'Hitters'), key='pos_var2')
     
     if slate_type_var2 == 'Regular':
-        st.session_state['display_data'] = roo_data.copy()
+        player_roo_raw = roo_data.copy()
         if site_var2 == 'Draftkings':
-            st.session_state['display_data']['Site'] = 'Draftkings'
+            player_roo_raw['Site'] = 'Draftkings'
 
             if pos_var2 == 'All':
                 pass
             elif pos_var2 == 'Pitchers':
-                st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Position'] == 'SP']
+                player_roo_raw = player_roo_raw[player_roo_raw['Position'] == 'SP']
             elif pos_var2 == 'Hitters':
-                st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Position'] != 'SP']
+                player_roo_raw = player_roo_raw[player_roo_raw['Position'] != 'SP']
         elif site_var2 == 'Fanduel':
-            st.session_state['display_data']['Site'] = 'Fanduel'
+            player_roo_raw['Site'] = 'Fanduel'
 
             if pos_var2 == 'All':
                 pass
             elif pos_var2 == 'Pitchers':
-                st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Position'] == 'P']
+                player_roo_raw = player_roo_raw[player_roo_raw['Position'] == 'P']
             elif pos_var2 == 'Hitters':
-                st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Position'] != 'P']
+                player_roo_raw = player_roo_raw[player_roo_raw['Position'] != 'P']
         
         if slate_var2 == 'Main':
-            st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Slate'] == 'Main']
+            player_roo_raw = player_roo_raw[player_roo_raw['Slate'] == 'Main']
         elif slate_var2 == 'Secondary':
-            st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Slate'] == 'Secondary']
+            player_roo_raw = player_roo_raw[player_roo_raw['Slate'] == 'Secondary']
         elif slate_var2 == 'Auxiliary':
-            st.session_state['display_data'] = st.session_state['display_data'][st.session_state['display_data']['Slate'] == 'Auxiliary']
+            player_roo_raw = player_roo_raw[player_roo_raw['Slate'] == 'Auxiliary']
             
     elif slate_type_var2 == 'Showdown':
-        st.session_state['display_data'] = sd_roo_data.copy()
+        player_roo_raw = sd_roo_data.copy()
         if site_var2 == 'Draftkings':
-            st.session_state['display_data']['Site'] = 'Draftkings'
+            player_roo_raw['Site'] = 'Draftkings'
         elif site_var2 == 'Fanduel':
-            st.session_state['display_data']['Site'] = 'Fanduel'
-    st.session_state['display_data'] = st.session_state['display_data'].drop(columns=['site', 'slate', 'version', 'timestamp'])
+            player_roo_raw['Site'] = 'Fanduel'
+    player_roo_raw = player_roo_raw.drop(columns=['site', 'slate', 'version', 'timestamp'])
     if view_var == "Simple":
-        st.session_state['display_data'] = st.session_state['display_data'][['Player', 'Position', 'Salary', 'Median', 'Ceiling', 'Own']]
-        st.dataframe(st.session_state['display_data'].style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(player_roo_format, precision=2), height=750, use_container_width = True, hide_index=True)
+        st.session_state['player_roo'] = st.session_state['player_roo'][['Player', 'Position', 'Salary', 'Median', 'Ceiling', 'Own']]
+        st.dataframe(st.session_state['player_roo'].style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(player_roo_format, precision=2), height=750, use_container_width = True, hide_index=True)
     elif view_var == "Advanced":
-        st.dataframe(st.session_state['display_data'].style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(player_roo_format, precision=2), height=750, use_container_width = True, hide_index=True)
+        st.dataframe(st.session_state['player_roo'].style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(player_roo_format, precision=2), height=750, use_container_width = True, hide_index=True)
 
 with tab3:
     with st.expander("Info and Filters"):
@@ -224,9 +224,9 @@ with tab3:
             for key in st.session_state.keys():
                 del st.session_state[key]
         
-        site_var3 = st.selectbox("What site are you working with?", ('Draftkings', 'Fanduel'), key='site_var3')
-        slate_type_var3 = st.selectbox("Which slate type are you loading?", ('Regular', 'Showdown'), key='slate_type_var3')
-        slate_var3 = st.selectbox("Which slate data are you loading?", ('Main', 'Secondary', 'Auxiliary'), key='slate_var3')
+        site_var3 = st.radio("What site are you working with?", ('Draftkings', 'Fanduel'), key='site_var3')
+        slate_type_var3 = st.radio("Which slate type are you loading?", ('Regular', 'Showdown'), key='slate_type_var3')
+        slate_var3 = st.radio("Which slate data are you loading?", ('Main', 'Secondary', 'Auxiliary'), key='slate_var3')
 
         if slate_type_var3 == 'Regular':
             if site_var3 == 'Draftkings':
@@ -256,7 +256,7 @@ with tab3:
             max_own = np.max(dk_lineups[:,8])
             column_names = dk_columns
             
-            player_var1 = st.selectbox("Do you want a frame with specific Players?", ('Full Slate', 'Specific Players'), key='player_var1')
+            player_var1 = st.radio("Do you want a frame with specific Players?", ('Full Slate', 'Specific Players'), key='player_var1')
             if player_var1 == 'Specific Players':
                     player_var2 = st.multiselect('Which players do you want?', options = raw_baselines['Player'].unique())
             elif player_var1 == 'Full Slate':
@@ -273,7 +273,7 @@ with tab3:
             max_own = np.max(fd_lineups[:,8])
             column_names = fd_columns
             
-            player_var1 = st.selectbox("Do you want a frame with specific Players?", ('Full Slate', 'Specific Players'), key='player_var1')
+            player_var1 = st.radio("Do you want a frame with specific Players?", ('Full Slate', 'Specific Players'), key='player_var1')
             if player_var1 == 'Specific Players':
                     player_var2 = st.multiselect('Which players do you want?', options = raw_baselines['Player'].unique())
             elif player_var1 == 'Full Slate':