Update app.py

app.py

@@ -66,6 +66,7 @@ def generate_forecast(model, df,tag=False):
 
 def determine_frequency(df):
     df['ds'] = pd.to_datetime(df['ds'])
+    df = df.drop_duplicates(subset='ds')
     df = df.set_index('ds')
     
     # Create a complete date range
@@ -366,7 +367,7 @@ def timegpt_fcst():
 
         freq = determine_frequency(df)
 
-        st.write(df)
+        # st.write(df)
         if st.sidebar.button("Submit"):
             forecast_df = nixtla_client.forecast(
                 df=df,
@@ -374,12 +375,13 @@ def timegpt_fcst():
                 freq=freq,
                 level=[90]
             )
+            st.write(forecast_df)
 
-            nixtla_client.plot(
-                forecast_df,
-                level=[90],
-                max_insample_length=365
-            )
+            # nixtla_client.plot(
+            #     forecast_df,
+            #     level=[90],
+            #     max_insample_length=365
+            # )
 
 # def timegpt_fcst():
 #     nixtla_token = os.environ.get("NIXTLA_API_KEY")