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app.py

@@ -46,20 +46,3 @@ if st.button("Predict"):
         st.success(f"Predicted Sales Revenue (in dollars): {prediction}")
     else:
         st.error("Error making prediction.")
-
-# # Section for batch prediction
-# st.subheader("Batch Prediction")
-
-# # Allow users to upload a CSV file for batch prediction
-# uploaded_file = st.file_uploader("Upload CSV file for batch prediction", type=["csv"])
-
-# # Make batch prediction when the "Predict Batch" button is clicked
-# if uploaded_file is not None:
-#     if st.button("Predict Batch"):
-#         response = requests.post("https://pragmat-SalesRevenuePredictionBackend.hf.space/v1/revenuebatch", files={"file": uploaded_file})  # Send file to Flask API
-#         if response.status_code == 200:
-#             predictions = response.json()
-#             st.success("Batch predictions completed!")
-#             st.write(predictions)  # Display the predictions
-#         else:
-#             st.error("Error making batch prediction.")