Remove Part Related to Failed Downloading Module

app.py

@@ -16,23 +16,6 @@ import json
 import itertools
 import matplotlib.pyplot as plt
 import matplotlib.colors as mcolors
-import zipfile
-import tempfile
-import shutil
-from selenium.webdriver.firefox.options import Options
-from selenium.webdriver.firefox.service import Service
-from selenium import webdriver
-from bokeh.io import export_png
-import os
-
-
-from selenium import webdriver
-from selenium.webdriver.firefox.service import Service as ChromeService
-from selenium.webdriver.firefox.options import Options
-from webdriver_manager.chrome import ChromeDriverManager
-
-
-
 
 
 
@@ -1303,38 +1286,38 @@ def run_model(model_name):
                     # Mostrar el heatmap en la app
                     st.bokeh_chart(heatmap_fig)
                     
-                    # Guardar la figura y el nombre correspondiente
-                    heatmap_figures.append(heatmap_fig)
-                    heatmap_names.append(f"heatmap_{selected_feature}_{x_comp}_vs_{y_comp}.png")
+                    # # Guardar la figura y el nombre correspondiente
+                    # heatmap_figures.append(heatmap_fig)
+                    # heatmap_names.append(f"heatmap_{selected_feature}_{x_comp}_vs_{y_comp}.png")
 
 
-                    # Inicializar el driver de Chrome en modo headless
-                    chrome_options = Options()
-                    chrome_options.add_argument("--headless")
-                    chrome_options.add_argument("--no-sandbox")
-                    chrome_options.add_argument("--disable-dev-shm-usage")
-                    driver = webdriver.Chrome(options=chrome_options, service=ChromeService(ChromeDriverManager().install()))
+                    # # Inicializar el driver de Chrome en modo headless
+                    # chrome_options = Options()
+                    # chrome_options.add_argument("--headless")
+                    # chrome_options.add_argument("--no-sandbox")
+                    # chrome_options.add_argument("--disable-dev-shm-usage")
+                    # driver = webdriver.Chrome(options=chrome_options, service=ChromeService(ChromeDriverManager().install()))
 
-                    if st.button("Descargar todos los heatmaps"):
-                        zip_buffer = io.BytesIO()
-                        with tempfile.TemporaryDirectory() as tmpdirname:
-                            with zipfile.ZipFile(zip_buffer, "w", zipfile.ZIP_DEFLATED) as zip_file:
-                                # Exporta cada figura a PNG y añádela al ZIP
-                                for fig, filename in zip(heatmap_figures, heatmap_names):
-                                    tmp_path = f"{tmpdirname}/{filename}"
-                                    export_png(fig, filename=tmp_path, driver=driver)
-                                    with open(tmp_path, "rb") as f:
-                                        zip_file.writestr(filename, f.read())
-                        zip_buffer.seek(0)
-                        st.download_button(
-                            label="Descargar ZIP de heatmaps",
-                            data=zip_buffer,
-                            file_name="heatmaps.zip",
-                            mime="application/zip",
-                            key=f"download_heatmaps_{model_name}"
-                        )
+                    # if st.button("Descargar todos los heatmaps"):
+                    #     zip_buffer = io.BytesIO()
+                    #     with tempfile.TemporaryDirectory() as tmpdirname:
+                    #         with zipfile.ZipFile(zip_buffer, "w", zipfile.ZIP_DEFLATED) as zip_file:
+                    #             # Exporta cada figura a PNG y añádela al ZIP
+                    #             for fig, filename in zip(heatmap_figures, heatmap_names):
+                    #                 tmp_path = f"{tmpdirname}/{filename}"
+                    #                 export_png(fig, filename=tmp_path, driver=driver)
+                    #                 with open(tmp_path, "rb") as f:
+                    #                     zip_file.writestr(filename, f.read())
+                    #     zip_buffer.seek(0)
+                    #     st.download_button(
+                    #         label="Descargar ZIP de heatmaps",
+                    #         data=zip_buffer,
+                    #         file_name="heatmaps.zip",
+                    #         mime="application/zip",
+                    #         key=f"download_heatmaps_{model_name}"
+                    #     )
 
-                    driver.quit()
+                    # driver.quit()
 
 
 def main():