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app.py

@@ -72,7 +72,7 @@ def sales_predict():
   input_df_dummies = pd.get_dummies(input_data, columns=categorical_columns_for_dummies, drop_first=True)
 
   # Reindex input_df_dummies to match the columns of X_train used during training
-  input_df_aligned = input_df_dummies.reindex(columns=model_columns, fill_value=0)
+  input_df_aligned = input_df_dummies.reindex(columns=training_columns, fill_value=0)
 
   #make model to predict
   prediction = model.predict(input_df_aligned)