printing check frame

global_func/predict_dupes.py

@@ -430,10 +430,10 @@ def predict_dupes(portfolio, maps_dict, site_var, type_var, Contest_Size, streng
     
     # Calculate similarity score based on actual player selection
     portfolio['Diversity'] = calculate_player_similarity_score_vectorized(portfolio, player_columns)
-    
-    # portfolio = portfolio.drop(columns=dup_count_columns)
-    # portfolio = portfolio.drop(columns=own_columns)
-    # portfolio = portfolio.drop(columns=calc_columns)
+    check_portfolio = portfolio.copy()
+    portfolio = portfolio.drop(columns=dup_count_columns)
+    portfolio = portfolio.drop(columns=own_columns)
+    portfolio = portfolio.drop(columns=calc_columns)
     
     int16_columns_stacks = ['Dupes', 'Size', 'salary']
     int16_columns_nstacks = ['Dupes', 'salary']
@@ -455,4 +455,4 @@ def predict_dupes(portfolio, maps_dict, site_var, type_var, Contest_Size, streng
         except:
             pass
 
-    return portfolio
+    return portfolio, check_portfolio