|  | print("Iniciando app.py") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | import streamlit as st | 
					
						
						|  | print("Importaciones completadas") | 
					
						
						|  |  | 
					
						
						|  | from modules.database.database import ( | 
					
						
						|  | initialize_database_connections, | 
					
						
						|  | initialize_cosmos_sql_connection, | 
					
						
						|  | initialize_mongodb_connection, | 
					
						
						|  | create_user, | 
					
						
						|  | create_admin_user, | 
					
						
						|  | create_student_user | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  | from modules.auth.auth import authenticate_user, register_user | 
					
						
						|  |  | 
					
						
						|  | from modules.admin.admin_ui import admin_page | 
					
						
						|  |  | 
					
						
						|  | from modules.ui.ui import ( | 
					
						
						|  | main, | 
					
						
						|  | login_register_page, | 
					
						
						|  | login_form, | 
					
						
						|  | display_morphosyntax_analysis_interface, | 
					
						
						|  | display_semantic_analysis_interface, | 
					
						
						|  | display_discourse_analysis_interface, | 
					
						
						|  | display_student_progress, | 
					
						
						|  | display_chatbot_interface | 
					
						
						|  | ) | 
					
						
						|  | from modules.utils.spacy_utils import load_spacy_models | 
					
						
						|  | import logging | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | logging.basicConfig(level=logging.INFO) | 
					
						
						|  | logger = logging.getLogger(__name__) | 
					
						
						|  |  | 
					
						
						|  | print("Configurando p谩gina") | 
					
						
						|  | st.set_page_config(page_title="AIdeaText", layout="wide", page_icon="random") | 
					
						
						|  | st.cache_data.clear() | 
					
						
						|  | st.cache_resource.clear() | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | print("Cargando modelos") | 
					
						
						|  | @st.cache_resource | 
					
						
						|  | def load_models(): | 
					
						
						|  | return load_spacy_models() | 
					
						
						|  |  | 
					
						
						|  | nlp_models = load_models() | 
					
						
						|  | print("Modelos cargados") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | def main(): | 
					
						
						|  | print("Entrando en main()") | 
					
						
						|  |  | 
					
						
						|  | if 'initialized' not in st.session_state: | 
					
						
						|  | st.session_state.clear() | 
					
						
						|  | st.session_state.initialized = True | 
					
						
						|  | st.session_state.logged_in = False | 
					
						
						|  | st.session_state.page = 'login' | 
					
						
						|  | st.session_state.username = None | 
					
						
						|  | st.session_state.role = None | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | if 'db_initialized' not in st.session_state: | 
					
						
						|  | st.session_state.db_initialized = initialize_database_connections() | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | if not st.session_state.db_initialized.get("mongodb", False): | 
					
						
						|  | st.warning("La conexi贸n a la base de datos MongoDB no est谩 disponible. Algunas funciones pueden no estar operativas.") | 
					
						
						|  | if not st.session_state.db_initialized.get("cosmos_sql", False): | 
					
						
						|  | st.warning("La conexi贸n a Cosmos DB SQL API no est谩 disponible. Algunas funciones pueden no estar operativas.") | 
					
						
						|  |  | 
					
						
						|  | print(f"P谩gina actual: {st.session_state.page}") | 
					
						
						|  | print(f"Rol del usuario: {st.session_state.role}") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | if st.session_state.page == 'login': | 
					
						
						|  | login_register_page() | 
					
						
						|  | elif st.session_state.page == 'admin': | 
					
						
						|  | print("Intentando mostrar p谩gina de admin") | 
					
						
						|  | admin_page() | 
					
						
						|  | elif st.session_state.page == 'user': | 
					
						
						|  | logged_in_interface() | 
					
						
						|  | else: | 
					
						
						|  | print(f"P谩gina no reconocida: {st.session_state.page}") | 
					
						
						|  |  | 
					
						
						|  | print(f"Estado final de la sesi贸n: {st.session_state}") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | def logged_in_interface(): | 
					
						
						|  | languages = {'Espa帽ol': 'es', 'English': 'en', 'Fran莽ais': 'fr'} | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | with st.container(): | 
					
						
						|  |  | 
					
						
						|  | col1, col2, col3, col4, col5 = st.columns([1, 1, 0.8, 1, 1]) | 
					
						
						|  | with col1: | 
					
						
						|  | st.markdown(f"<h3 style='margin-bottom: 0;'>Bienvenido, {st.session_state.username}</h3>", unsafe_allow_html=True) | 
					
						
						|  | with col3: | 
					
						
						|  | st.markdown("<p style='font-size: 1.2rem; margin-bottom: 0; padding-top: 15px;'>Selecciona el idioma del texto que analizar谩s</p>", unsafe_allow_html=True) | 
					
						
						|  | with col4: | 
					
						
						|  | st.markdown("<div style='padding-top: 15px;'>", unsafe_allow_html=True) | 
					
						
						|  | selected_lang = st.selectbox("", list(languages.keys()), key="language_selector", label_visibility="collapsed") | 
					
						
						|  | st.markdown("</div>", unsafe_allow_html=True) | 
					
						
						|  | lang_code = languages[selected_lang] | 
					
						
						|  |  | 
					
						
						|  | with col5: | 
					
						
						|  | st.markdown("<div style='padding-top: 15px;'>", unsafe_allow_html=True) | 
					
						
						|  | if st.button("Cerrar Sesi贸n", key="logout_button"): | 
					
						
						|  | st.session_state.logged_in = False | 
					
						
						|  | st.experimental_rerun() | 
					
						
						|  | st.markdown("</div>", unsafe_allow_html=True) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | st.markdown("---") | 
					
						
						|  |  | 
					
						
						|  | tab1, tab2, tab3, tab4, tab5 = st.tabs(["An谩lisis morfosint谩ctico", "An谩lisis sem谩ntico", "An谩lisis del discurso", "Chat con Llama2", "Mi Progreso"]) | 
					
						
						|  |  | 
					
						
						|  | with tab1: | 
					
						
						|  | display_morphosyntax_analysis_interface(nlp_models, lang_code) | 
					
						
						|  | with tab2: | 
					
						
						|  | display_semantic_analysis_interface(nlp_models, lang_code) | 
					
						
						|  | with tab3: | 
					
						
						|  | display_discourse_analysis_interface(nlp_models, lang_code) | 
					
						
						|  | with tab4: | 
					
						
						|  | display_chatbot_interface(lang_code) | 
					
						
						|  | with tab5: | 
					
						
						|  | display_student_progress(st.session_state.username, lang_code) | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | if __name__ == "__main__": | 
					
						
						|  | print("Llamando a main()") | 
					
						
						|  | main() |