Update interface.py

interface.py

@@ -3,13 +3,11 @@
 import numpy as np
 import pandas as pd
 import matplotlib.pyplot as plt
-from scipy.optimize import curve_fit
 from PIL import Image
 import io
-from sympy import symbols, lambdify, sympify, Function
 
 from bioprocess_model import BioprocessModel
-from decorators import gpu_decorator  # Importar el decorador personalizado
+from decorators import gpu_decorator  # Asegúrate de que la ruta es correcta
 
 def parse_bounds(bounds_str, num_params):
     try:
@@ -103,7 +101,7 @@ def process_and_plot(
         bounds_str = biomass_bounds[i]
 
         try:
-            main_model.set_model('biomass', equation, params_str)
+            main_model.set_model_biomass(equation, params_str)
         except ValueError as ve:
             raise ValueError(f"Error en la configuración del modelo de biomasa {i+1}: {ve}")
 
@@ -124,11 +122,6 @@ def process_and_plot(
         except Exception as e:
             raise RuntimeError(f"Error al ajustar el modelo de biomasa {i+1}: {e}")
 
-    # Usa el primer modelo de biomasa para X(t)
-    biomass_model = biomass_results[0]['model']
-    biomass_func = biomass_model.models['biomass']['function']
-    biomass_params_values = list(biomass_model.params['biomass'].values())
-
     # Ajusta los modelos de Sustrato
     for i in range(len(substrate_eqs)):
         equation = substrate_eqs[i]
@@ -136,7 +129,7 @@ def process_and_plot(
         bounds_str = substrate_bounds[i]
 
         try:
-            main_model.set_model('substrate', equation, params_str)
+            main_model.set_model_substrate(equation, params_str)
         except ValueError as ve:
             raise ValueError(f"Error en la configuración del modelo de sustrato {i+1}: {ve}")
 
@@ -164,7 +157,7 @@ def process_and_plot(
         bounds_str = product_bounds[i]
 
         try:
-            main_model.set_model('product', equation, params_str)
+            main_model.set_model_product(equation, params_str)
         except ValueError as ve:
             raise ValueError(f"Error en la configuración del modelo de producto {i+1}: {ve}")