Remove debug print statements from 'app.py' to streamline data loading process and enhance code clarity, while retaining essential data validation steps in 'load_ss_file.py'.

app.py

@@ -309,21 +309,21 @@ if selected_tab == 'Data Load':
                     st.session_state['export_portfolio'], st.session_state['portfolio'] = load_ss_file(portfolio_file, st.session_state['csv_file'], site_var, type_var, sport_var)
                     st.session_state['export_portfolio'] = st.session_state['export_portfolio'].dropna(how='all')
                     st.session_state['export_portfolio'] = st.session_state['export_portfolio'].reset_index(drop=True)
-                    print(st.session_state['portfolio'].isna().sum())
+
                     st.session_state['portfolio'] = st.session_state['portfolio'].dropna(how='all')
                     st.session_state['portfolio'] = st.session_state['portfolio'].reset_index(drop=True)
                 elif upload_toggle == 'Draftkings/Fanduel (Names + IDs)':
                     st.session_state['export_portfolio'], st.session_state['portfolio'] = load_dk_fd_file(portfolio_file, st.session_state['csv_file'], site_var, type_var, sport_var)
                     st.session_state['export_portfolio'] = st.session_state['export_portfolio'].dropna(how='all')
                     st.session_state['export_portfolio'] = st.session_state['export_portfolio'].reset_index(drop=True)
-                    print(st.session_state['portfolio'].isna().sum())
+
                     st.session_state['portfolio'] = st.session_state['portfolio'].dropna(how='all')
                     st.session_state['portfolio'] = st.session_state['portfolio'].reset_index(drop=True)
                 else:
                     st.session_state['export_portfolio'], st.session_state['portfolio'] = load_file(portfolio_file, site_var, type_var, sport_var, 'portfolio')
                     st.session_state['export_portfolio'] = st.session_state['export_portfolio'].dropna(how='all')
                     st.session_state['export_portfolio'] = st.session_state['export_portfolio'].reset_index(drop=True)
-                    print(st.session_state['portfolio'].isna().sum())
+
                     st.session_state['portfolio'] = st.session_state['portfolio'].dropna(how='all')
                     st.session_state['portfolio'] = st.session_state['portfolio'].reset_index(drop=True)
                 # Check if Stack column exists in the portfolio

global_func/load_ss_file.py

@@ -96,20 +96,7 @@ def load_ss_file(lineups, csv_file, site_var, type_var, sport_var):
         
         if clean_name.endswith('.csv'):
             lineups_df = pd.read_csv(lineups)
-            # Debug: Check what we loaded initially
-            print(f"Initial load - Total rows: {len(lineups_df)}")
-            print(f"Initial load - Total columns: {len(lineups_df.columns)}")
-            print("First few rows of raw data:")
-            print(lineups_df.head())
-            print("Data types:")
-            print(lineups_df.dtypes)
-            print("Any NaN values in original data:")
-            print(lineups_df.isna().sum())
-
             lineups_df = lineups_df.replace(0, np.nan)
-            # Debug: Check after replacing 0 with NaN
-            print(f"After replacing 0 with NaN - NaN count:")
-            print(lineups_df.isna().sum())
         elif clean_name.endswith(('.xls', '.xlsx')):
             lineups_df = pd.read_excel(lineups)
             lineups_df = lineups_df.replace(0, np.nan)