Update app.py

app.py

@@ -512,11 +512,10 @@ def get_uncorrelated_portfolio_for_sim(Total_Sample_Size):
     
     return RandomPortfolio, maps_dict
 
-player_stats = player_stat_table()
+
 dk_roo_raw = load_dk_player_projections()
 fd_roo_raw = load_fd_player_projections()
 t_stamp = f"Last Update: " + str(dk_roo_raw['timestamp'][0]) + f" CST"
-site_slates = set_slate_teams()
 dkid_dict, fdid_dict = set_export_ids()
 
 static_exposure = pd.DataFrame(columns=['Player', 'count'])
@@ -815,6 +814,8 @@ with tab1:
                     overall_exposure = overall_exposure.sort_values(by='Exposure', ascending=False)
                     overall_exposure['Exposure'] = overall_exposure['Exposure'].astype(float).map(lambda n: '{:.2%}'.format(n))
                     
+                    del static_exposure
+                    
     with st.container():
           col1, col2 = st.columns([1, 6])
           
@@ -865,7 +866,6 @@ with tab2:
               dk_roo_raw = load_dk_player_projections()
               fd_roo_raw = load_fd_player_projections()
               t_stamp = f"Last Update: " + str(dk_roo_raw['timestamp'][0]) + f" CST"
-              site_slates = set_slate_teams()
               dkid_dict, fdid_dict = set_export_ids()
               
         slate_var1 = st.radio("Which data are you loading?", ('Main Slate', 'Secondary Slate', 'Thurs-Mon Slate', 'User'))
@@ -882,6 +882,8 @@ with tab2:
               elif slate_var1 != 'User':
                   raw_baselines = fd_roo_raw[fd_roo_raw['slate'] == str(slate_var1)]
                   raw_baselines = raw_baselines[raw_baselines['version'] == 'overall']
+        del dk_roo_raw
+        del fd_roo_raw
         st.info("If you are uploading a portfolio, note that there is an adjustments to projections and deviation mapping to prevent 'Projection Bias' and create a fair simulation")
         insert_port1 = st.selectbox("Are you uploading a portfolio?", ('No', 'Yes'), key='insert_port1')
         if insert_port1 == 'Yes':
@@ -1248,10 +1250,10 @@ with tab2:
                         SimVar += 1
     
                             
-                    # del smple_arrays
-                    # del smple_arrays1
-                    # del smple_arrays2
-                    # del final_array
+                    del vec_projection_map
+                    del vec_stdev_map
+                    del sample_arrays
+                    del final_array
                     # del best_lineup
                     st.write('Contest simulation complete')
                     # Initial setup
@@ -1276,6 +1278,9 @@ with tab2:
                     elif site_var1 == 'Fanduel':
                         replace_dict = fdid_dict
                     
+                    del dkid_dict
+                    del fdid_dict
+                    
                     for col in columns_to_replace:
                         st.session_state.Sim_Winner_Export[col].replace(replace_dict, inplace=True)