Create app.py

app.py

@@ -0,0 +1,22 @@
+# app.py
+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()