Spaces:
Running
Running
| # modules/morphosyntax/morphosyntax_interface.py | |
| import streamlit as st | |
| import re | |
| import logging | |
| from spacy import displacy | |
| # Se asume que la funci贸n perform_advanced_morphosyntactic_analysis | |
| # y los m茅todos store_student_morphosyntax_base/iteration existen. | |
| from ..morphosyntax.morphosyntax_process import perform_advanced_morphosyntactic_analysis | |
| from ..database.morphosyntax_iterative_mongo_db import ( | |
| store_student_morphosyntax_base, | |
| store_student_morphosyntax_iteration, | |
| ) | |
| logger = logging.getLogger(__name__) | |
| ########################################################################### | |
| def initialize_arc_analysis_state(): | |
| """ | |
| Inicializa el estado de an谩lisis de arcos (base e iteraciones) si no existe. | |
| """ | |
| if "arc_analysis_state" not in st.session_state: | |
| st.session_state.arc_analysis_state = { | |
| "base_id": None, | |
| "base_text": "", | |
| "base_diagram": None, | |
| "iteration_text": "", | |
| "iteration_diagram": None, | |
| } | |
| logger.info("Estado de an谩lisis de arcos inicializado.") | |
| ########################################################################### | |
| def reset_arc_analysis_state(): | |
| """ | |
| Resetea completamente el estado de an谩lisis de arcos. | |
| """ | |
| st.session_state.arc_analysis_state = { | |
| "base_id": None, | |
| "base_text": "", | |
| "base_diagram": None, | |
| "iteration_text": "", | |
| "iteration_diagram": None, | |
| } | |
| logger.info("Estado de arcos reseteado.") | |
| ########################################################################### | |
| def display_arc_diagram(doc): | |
| """ | |
| Genera y retorna el HTML del diagrama de arco para un `Doc` de spaCy. | |
| No imprime directamente en pantalla; regresa el HTML para | |
| usar con `st.write(..., unsafe_allow_html=True)`. | |
| """ | |
| try: | |
| diagram_html = "" | |
| for sent in doc.sents: | |
| svg_html = displacy.render( | |
| sent, | |
| style="dep", | |
| options={ | |
| "distance": 100, | |
| "arrow_spacing": 20, | |
| "word_spacing": 30 | |
| } | |
| ) | |
| # Ajustar tama帽os | |
| svg_html = svg_html.replace('height="375"', 'height="200"') | |
| svg_html = re.sub( | |
| r'<svg[^>]*>', | |
| lambda m: m.group(0).replace('height="450"', 'height="300"'), | |
| svg_html | |
| ) | |
| svg_html = re.sub( | |
| r'<g [^>]*transform="translate\((\d+),(\d+)\)"', | |
| lambda m: f'<g transform="translate({m.group(1)},50)"', | |
| svg_html | |
| ) | |
| # Envolver en contenedor | |
| diagram_html += f'<div class="arc-diagram-container">{svg_html}</div>' | |
| return diagram_html | |
| except Exception as e: | |
| logger.error(f"Error en display_arc_diagram: {str(e)}") | |
| return "<p style='color:red;'>Error generando diagrama</p>" | |
| ########################################################################### | |
| def display_morphosyntax_interface(lang_code, nlp_models, morpho_t): | |
| """ | |
| Interfaz principal para la visualizaci贸n de diagramas de arco | |
| (Texto Base vs Iteraciones). | |
| """ | |
| # CSS para layout vertical y estable | |
| st.markdown(""" | |
| <style> | |
| .stTextArea textarea { | |
| font-size: 1rem; | |
| line-height: 1.5; | |
| min-height: 100px !important; | |
| height: 100px !important; | |
| } | |
| .arc-diagram-container { | |
| width: 100%; | |
| padding: 0.5rem; | |
| margin: 0.5rem 0; | |
| } | |
| .divider { | |
| height: 3px; | |
| border: none; | |
| background-color: #333; | |
| margin: 2rem 0; | |
| } | |
| </style> | |
| """, unsafe_allow_html=True) | |
| # 1) Inicializar estados | |
| initialize_arc_analysis_state() | |
| arc_state = st.session_state.arc_analysis_state | |
| # 2) Creamos pesta帽as: "Texto Base" y "Iteraciones" | |
| tabs = st.tabs(["Texto Base", "Iteraciones"]) | |
| # =================== PESTA脩A 1: Texto Base ========================== | |
| with tabs[0]: | |
| st.subheader("An谩lisis de Texto Base") | |
| # Bot贸n para iniciar nuevo an谩lisis | |
| if st.button("Nuevo An谩lisis", key="btn_reset_base"): | |
| # Solo limpiamos el estado; si requieres forzar reload, | |
| # descomenta la siguiente l铆nea: | |
| # st.experimental_rerun() | |
| reset_arc_analysis_state() | |
| # Textarea de texto base | |
| arc_state["base_text"] = st.text_area( | |
| "Ingrese su texto inicial", | |
| value=arc_state["base_text"], | |
| key="base_text_input", | |
| height=150 | |
| ) | |
| # Bot贸n para analizar texto base | |
| if st.button("Analizar Texto Base", key="btn_analyze_base"): | |
| if not arc_state["base_text"].strip(): | |
| st.warning("Ingrese un texto para analizar.") | |
| else: | |
| try: | |
| # Procesar con spaCy | |
| doc = nlp_models[lang_code](arc_state["base_text"]) | |
| # Generar HTML del arco | |
| arc_html = display_arc_diagram(doc) | |
| arc_state["base_diagram"] = arc_html | |
| # Guardar en Mongo | |
| analysis = perform_advanced_morphosyntactic_analysis( | |
| arc_state["base_text"], | |
| nlp_models[lang_code] | |
| ) | |
| base_id = store_student_morphosyntax_base( | |
| username=st.session_state.username, | |
| text=arc_state["base_text"], | |
| arc_diagrams=analysis["arc_diagrams"] | |
| ) | |
| if base_id: | |
| arc_state["base_id"] = base_id | |
| st.success(f"An谩lisis base guardado. ID: {base_id}") | |
| except Exception as exc: | |
| st.error("Error procesando texto base") | |
| logger.error(f"Error en an谩lisis base: {str(exc)}") | |
| # Mostrar diagrama base | |
| if arc_state["base_diagram"]: | |
| st.markdown("<hr class='divider'>", unsafe_allow_html=True) | |
| st.markdown("#### Diagrama de Arco (Texto Base)") | |
| st.write(arc_state["base_diagram"], unsafe_allow_html=True) | |
| # ================== PESTA脩A 2: Iteraciones ========================== | |
| with tabs[1]: | |
| st.subheader("An谩lisis de Cambios / Iteraciones") | |
| # Verificar que exista texto base analizado | |
| if not arc_state["base_id"]: | |
| st.info("Primero analiza un texto base en la pesta帽a anterior.") | |
| return | |
| # Mostrar texto base como referencia (solo lectura) | |
| st.text_area( | |
| "Texto Base (solo lectura)", | |
| value=arc_state["base_text"], | |
| height=80, | |
| disabled=True | |
| ) | |
| # Caja de texto para la iteraci贸n | |
| arc_state["iteration_text"] = st.text_area( | |
| "Texto de Iteraci贸n", | |
| value=arc_state["iteration_text"], | |
| height=150 | |
| ) | |
| # Bot贸n analizar iteraci贸n | |
| if st.button("Analizar Cambios", key="btn_analyze_iteration"): | |
| if not arc_state["iteration_text"].strip(): | |
| st.warning("Ingrese texto de iteraci贸n.") | |
| else: | |
| try: | |
| # Procesar con spaCy | |
| doc_iter = nlp_models[lang_code](arc_state["iteration_text"]) | |
| arc_html_iter = display_arc_diagram(doc_iter) | |
| arc_state["iteration_diagram"] = arc_html_iter | |
| # Guardar en Mongo | |
| analysis_iter = perform_advanced_morphosyntactic_analysis( | |
| arc_state["iteration_text"], | |
| nlp_models[lang_code] | |
| ) | |
| iteration_id = store_student_morphosyntax_iteration( | |
| username=st.session_state.username, | |
| base_id=arc_state["base_id"], | |
| original_text=arc_state["base_text"], | |
| iteration_text=arc_state["iteration_text"], | |
| arc_diagrams=analysis_iter["arc_diagrams"] | |
| ) | |
| if iteration_id: | |
| st.success(f"Iteraci贸n guardada. ID: {iteration_id}") | |
| except Exception as exc: | |
| st.error("Error procesando iteraci贸n") | |
| logger.error(f"Error en iteraci贸n: {str(exc)}") | |
| # Mostrar diagrama de iteraci贸n | |
| if arc_state["iteration_diagram"]: | |
| st.markdown("<hr class='divider'>", unsafe_allow_html=True) | |
| st.markdown("#### Diagrama de Arco (Iteraci贸n)") | |
| st.write(arc_state["iteration_diagram"], unsafe_allow_html=True) | |
| # Comparaci贸n vertical (uno abajo del otro) | |
| if arc_state["base_diagram"] and arc_state["iteration_diagram"]: | |
| st.markdown("<hr class='divider'>", unsafe_allow_html=True) | |
| st.markdown("### Comparaci贸n Vertical: Base vs. Iteraci贸n") | |
| st.markdown("**Diagrama Base**") | |
| st.write(arc_state["base_diagram"], unsafe_allow_html=True) | |
| st.markdown("---") | |
| st.markdown("**Diagrama Iterado**") | |
| st.write(arc_state["iteration_diagram"], unsafe_allow_html=True) |