Update app.py

app.py

@@ -90,21 +90,31 @@ def init_baselines():
                                'Playoff Odds', 'Division Odds', 'Top 4 Seed Odds', '1 Seed Odds', 'Win 1st Round', 'Win 2nd Round', 'Win Conference', 'Win Title']]
     seed_probs = season_model[['Team', 'Conference', 'Division', 'Avg Seed', '1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15']]
 
-    return game_model, season_model, seed_probs, title_sims, just_win_probs
+    sh = gcservice_account.open_by_url('https://docs.google.com/spreadsheets/d/1Yq0vGriWK-bS79e-bD6_u9pqrYE6Yrlbb_wEkmH-ot0/edit#gid=1540807349')
+    
+    worksheet = sh.worksheet('Arturo Props')
+    raw_display = pd.DataFrame(worksheet.get_all_records())
+    raw_display.replace('', np.nan, inplace=True)
+    timestamp = raw_display['Date'].head(1)[0]
+
+    return game_model, season_model, seed_probs, title_sims, just_win_probs, timestamp
 
 def convert_df_to_csv(df):
     return df.to_csv().encode('utf-8')
 
-game_model, season_model, seed_probs, title_sims, just_win_probs = init_baselines()
+game_model, season_model, seed_probs, title_sims, just_win_probs, timestamp = init_baselines()
+t_stamp = f"Last Update: " + str(timestamp) + f" CST"
 
 tab1, tab2 = st.tabs(["Game Betting Model", "Season and Futures"])
 
 with tab1:
+    st.info(t_stamp)
     col1, col2 = st.columns([1, 9])
     with col1:
         if st.button("Reset Data", key='reset1'):
                   st.cache_data.clear()
-                  game_model, season_model, seed_probs, title_sims, just_win_probs = init_baselines()
+                  game_model, season_model, seed_probs, title_sims, just_win_probs, timestamp = init_baselines()
+                  t_stamp = f"Last Update: " + str(timestamp) + f" CST"
         view_var1 = st.radio("Would you like to view math and stuff or just the win percentages and margins?", ('Just win probs', 'Gimme details'), key='view_var1')
         split_var1 = st.radio("Would you like to view all teams or specific ones?", ('All', 'Specific Teams'), key='split_var1')
         if split_var1 == 'Specific Teams':
@@ -141,11 +151,13 @@ with tab1:
             )
 
 with tab2:
+    st.info(t_stamp)
     col1, col2 = st.columns([1, 9])
     with col1:
         if st.button("Reset Data", key='reset2'):
                   st.cache_data.clear()
-                  game_model, season_model, seed_probs, title_sims, just_win_probs = init_baselines()
+                  game_model, season_model, seed_probs, title_sims, just_win_probs, timestamp = init_baselines()
+                  t_stamp = f"Last Update: " + str(timestamp) + f" CST"
         view_var2 = st.radio("Would you like to view title odds and win projections or seeding probabilities?", ('Win Odds', 'Seed Probabilities'), key='view_var2')
         split_var2 = st.radio("Would you like to view all teams or specific ones?", ('All', 'Specific Teams'), key='split_var2')
         if split_var2 == 'Specific Teams':