Update app.py

app.py

@@ -18,6 +18,8 @@ def predict_glucose(current_glucose, meal_type, meal_time, galvus_dose, galvus_t
         glucose_after_meal = current_glucose + 20  # Small glucose increase due to protein
     elif meal_type == 'Low-carb':
         glucose_after_meal = current_glucose - 10  # Small reduction due to low-carb meal
+    elif meal_type == 'Fast-carb':
+        glucose_after_meal = current_glucose + carb_effect  # For fast carbs like juice or milk
     else:
         glucose_after_meal = current_glucose  # Normal meal with moderate carbs
 
@@ -28,8 +30,7 @@ def predict_glucose(current_glucose, meal_type, meal_time, galvus_dose, galvus_t
     # Adjust the effects of Galvus based on its administration time (medication effect starts at galvus_time + 1-2 hours)
     time_since_galvus = meal_time - galvus_time
     if time_since_galvus >= 1:  # After 1 hour, the effects of Galvus start kicking in
-        # Limit the glucose reduction from Galvus to a more gradual effect (10-30 mg/dL reduction)
-        glucose_3hr -= 15  # Average of 10-30 mg/dL range in the realistic effect
+        glucose_3hr -= 15  # Average of 10-30 mg/dL range in the realistic effect (gradual effect)
 
     # Exercise effect on glucose (hypothetical value, may vary based on intensity)
     glucose_3hr -= exercise_duration * 2  # Exercise reduces glucose by 2 mg/dL per minute
@@ -62,13 +63,12 @@ def build_interface():
         # Inputs for current glucose, meal info, medication dose, exercise, fast carbs, and Galvus time
         with gr.Row():
             current_glucose = gr.Number(label="Current Blood Glucose (mg/dL)", value=150)
-            meal_type = gr.Radio(choices=["Normal", "High-carb", "Protein-heavy", "Low-carb"], label="Meal Type", value="Normal")
-            meal_time_hours = gr.Number(label="Last Meal Time (hours)", value=6)  # Meal time in hours
-            meal_time_minutes = gr.Number(label="Last Meal Time (minutes)", value=0)  # Meal time in minutes
+            meal_type = gr.Radio(choices=["Normal", "High-carb", "Protein-heavy", "Low-carb", "Fast-carb"], label="Meal Type", value="Normal")
+            meal_time = gr.Number(label="Last Meal Time (in hours)", value=2)
             galvus_dose = gr.Number(label="Galvus Dose (mg)", value=50)
             galvus_time = gr.Number(label="Galvus Time of Administration (hours)", value=0)  # Input for when Galvus was taken
             exercise_duration = gr.Number(label="Exercise Duration (min)", value=0)
-            fast_carbs_ml = gr.Number(label="Fast Carbs (mL)", value=0)  # Fast carbs input (e.g., milk or juice)
+            fast_carbs_ml = gr.Number(label="Fast Carbs (mL)", value=0)
 
         # Output predictions and graph
         glucose_1hr_output = gr.Textbox(label="Predicted Glucose Level in 1 Hour (mg/dL)")
@@ -81,7 +81,7 @@ def build_interface():
         # Set button action
         predict_button.click(
             predict_glucose,
-            inputs=[current_glucose, meal_type, meal_time_hours, meal_time_minutes, galvus_dose, galvus_time, exercise_duration, fast_carbs_ml],
+            inputs=[current_glucose, meal_type, meal_time, galvus_dose, galvus_time, exercise_duration, fast_carbs_ml],
             outputs=[glucose_1hr_output, glucose_3hr_output, glucose_graph]
         )