| |
| import gradio as gr |
| from arima_forecast import forecast |
|
|
| def run_forecast(comm_code): |
| pred, actual, mape = forecast(comm_code=int(comm_code)) |
| result_df = actual.to_frame(name="Actual") |
| result_df["Forecast"] = pred |
| return result_df, f"MAPE (Accuracy): {round(mape*100, 2)}%" |
|
|
| iface = gr.Interface( |
| fn=run_forecast, |
| inputs=gr.Textbox(label="Enter COMM_CODE (e.g., 13011000)"), |
| outputs=[ |
| gr.Dataframe(label="Forecast vs Actual"), |
| gr.Text(label="Accuracy") |
| ], |
| title="Commodity Price Forecast (ARIMA)", |
| description="Enter a commodity code to forecast next 6 months using ARIMA." |
| ) |
|
|
| iface.launch() |
|
|
