Update app.py

app.py

@@ -98,27 +98,36 @@ def predict_glucose(current_glucose, last_meal, meal_time, last_med, med_time, e
 # Define Gradio interface
 fast_carb_amount_input = gr.Number(label="Amount of Fast Carbs (grams)", value=0)
 
+# Create the interface components
+meal_input = gr.Dropdown(["Fast Carb (Juice, Glucose Tablet, etc.)", "High Carb", "Balanced", "Protein/Fat", "Skipped"], label="Last Meal Type")
+meal_time_input = gr.Textbox(label="Time of Last Meal (HH:MM)", placeholder="e.g. 13:30")
+med_input = gr.Dropdown(["None", "Metformin", "Insulin", "Sulfonylurea"], label="Last Medication Taken")
+med_time_input = gr.Textbox(label="Time of Last Medication (HH:MM)", placeholder="e.g. 08:00")
+exercise_input = gr.Number(label="Exercise in Last 2 Hours (minutes)", value=0)
+
+# Function to show/hide the fast carb amount input
+def update_fast_carb_visibility(last_meal):
+    return gr.update(visible=(last_meal == "Fast Carb (Juice, Glucose Tablet, etc.)"))
+
+# Define Gradio Interface
 iface = gr.Interface(
     fn=predict_glucose,
     inputs=[
         gr.Number(label="Current Blood Glucose (mg/dL)", value=100),
-        gr.Dropdown(["Fast Carb (Juice, Glucose Tablet, etc.)", "High Carb", "Balanced", "Protein/Fat", "Skipped"], label="Last Meal Type"),
-        gr.Textbox(label="Time of Last Meal (HH:MM)", placeholder="e.g. 13:30"),
-        gr.Dropdown(["None", "Metformin", "Insulin", "Sulfonylurea"], label="Last Medication Taken"),
-        gr.Textbox(label="Time of Last Medication (HH:MM)", placeholder="e.g. 08:00"),
-        gr.Number(label="Exercise in Last 2 Hours (minutes)", value=0),
-        fast_carb_amount_input,
+        meal_input,
+        meal_time_input,
+        med_input,
+        med_time_input,
+        exercise_input,
+        fast_carb_amount_input
     ],
     outputs="text",
     title="Blood Glucose Prediction (Now, 1 Hour, and 3 Hours Later)",
     description="Enter your latest meal, medication, and exercise details to predict your blood sugar trend over the next 3 hours. Specify amount of fast carbs if applicable."
 )
 
-# Update visibility of Fast Carb amount input based on selection
-def update_fast_carb_visibility(last_meal):
-    return fast_carb_amount_input.update(visible=(last_meal == "Fast Carb (Juice, Glucose Tablet, etc.)"))
-
-iface.inputs[1].change(fn=update_fast_carb_visibility, inputs=iface.inputs[1], outputs=fast_carb_amount_input)
+# Update visibility based on the selected meal type
+meal_input.change(fn=update_fast_carb_visibility, inputs=meal_input, outputs=fast_carb_amount_input)
 
 # Run app
 if __name__ == "__main__":