v1.1 release debug

app.py

@@ -135,7 +135,7 @@ def train_test(dataframe, n):
 
 @st.cache_data
 def test_fitting(dataframe, Exo, trainY):
-  trainTestModel = auto_arima(X = Exo, y = trainY, start_p=1, start_q=1,
+  trainTestModel = auto_arima(X = Exo, y = trainY, start_p=0, start_q=0,
                          test='adf',min_p=1,min_q=1,
                          max_p=3, max_q=3, m=12,
                          start_P=0, seasonal=True,
@@ -353,8 +353,8 @@ if (st.session_state.uploaded):
     # make series for future plotting purpose
     future_fitted_series = pd.Series(future_fitted)
     future_fitted_series.index = future_index_of_fc
-    future_lower_series = pd.Series(confint[:, 0], index=future_index_of_fc)
-    future_upper_series = pd.Series(confint[:, 1], index=future_index_of_fc)
+    # future_lower_series = pd.Series(confint[:, 0], index=future_index_of_fc)
+    # future_upper_series = pd.Series(confint[:, 1], index=future_index_of_fc)
 
     future_sales_growth = sales_growth(df, future_fitted_series)