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app.py

@@ -48,6 +48,7 @@ def predict_product_batch():
 
     # Read the file into a DataFrame
     input_data = pd.read_csv(file)
+    input_data = input_data.drop(['Product_Id','Store_Establishment_Year','Product_Allocated_Area'],axis=1)
 
     # Make predictions for the batch data
     predictions = model.predict(input_data).tolist()