Update trimming options in app.py: replace 'Geomean' with 'Product Own' for portfolio calculations, and ensure trimming logic is executed only upon form submission for improved user experience.

app.py

@@ -804,10 +804,11 @@ with tab3:
             with st.expander('Trimming Options'):
                 with st.form(key='trim_form'):
                     performance_type = st.selectbox("Select sort type", ['median', 'Finish_percentile'])
-                    own_type = st.selectbox("Select trimming variable type", ['Own', 'Geomean'])
-                    st.session_state['portfolio'] = trim_portfolio(st.session_state['portfolio'], performance_type, own_type)
-
+                    own_type = st.selectbox("Select trimming variable type", ['Own', 'Product Own'])
+                    
                     submitted = st.form_submit_button("Trim")
+                    if submitted:
+                        st.session_state['portfolio'] = trim_portfolio(st.session_state['portfolio'], performance_type, own_type)
 
         with col2:
             st.session_state['portfolio'] = predict_dupes(st.session_state['portfolio'], map_dict, site_var, type_var, Contest_Size, strength_var)

global_func/predict_dupes.py

@@ -182,7 +182,7 @@ def predict_dupes(portfolio, maps_dict, site_var, type_var, Contest_Size, streng
     portfolio['Lineup Edge'] = portfolio['Win%'] * ((.5 - portfolio['Finish_percentile']) * (Contest_Size / 2.5))
     portfolio['Lineup Edge'] = portfolio.apply(lambda row: row['Lineup Edge'] / (row['Dupes'] + 1) if row['Dupes'] > 0 else row['Lineup Edge'], axis=1)
     portfolio['Lineup Edge'] = portfolio['Lineup Edge'] - portfolio['Lineup Edge'].mean()
-    portfolio['Geomean'] = portfolio[own_columns].apply(lambda row: gmean(row), axis=1)
+    portfolio['Product Own'] = portfolio[own_columns].product(axis=1).mean() * 100
     portfolio = portfolio.drop(columns=dup_count_columns)
     portfolio = portfolio.drop(columns=own_columns)
     portfolio = portfolio.drop(columns=calc_columns)