fix(ui): resolucion del optimizador genetico, superposicion de tarjetas, contraste de logo y traducciones

CHANGELOG_MVP.md

@@ -33,6 +33,8 @@ Registro de hitos y versiones correspondientes a las Fases del [ROADMAP_MVP.md](
 ### Complementos y Seguridad Transversal
 * **Dashboard de Bedelía:** Integración de paneles en tiempo real para análisis de **Comisiones Sin Reserva** y grilla de **Aulas Disponibles** (Filtros Semana/Mes) conectando frontend UI con el servicio analítico backend.
 * **Auditoría Automatizada (Fase 1):** Implantación de un pipeline de seguridad local/Gitea que aísla dependencias de desarrollo (`requirements-dev.txt`) y ejecuta controles SAST, DAST y SCA (Bandit, pip-audit, njsscan y Schemathesis) sin vulnerabilidades detectadas.
+* **Optimizador Genético de Reservas:** Reparación de enrutamiento 404, migración a JWT (`@jwt_required`), corrección de UI de métricas dinámicas de algoritmo, y refactorización de layout para superposición de herramientas.
+* **UI/UX General:** Ajustes de CSS en modo claro (soporte dinámico de contraste de isologotipo blanco a rosa institucional mediante filtros) y traducciones de menús de usuario en `base.html`.
 ---
 
 ## [Fase 1: Paridad Legacy y Estabilización] — v2.5.0 / v2.4.0 (2026-09-19)

backend/app/__init__.py

@@ -30,6 +30,7 @@ def create_app(config_class=Config):
     from app.routes.api.dashboard import api_dashboard_bp
     from app.routes.api.admin import api_admin_bp
     from app.routes.api.openapi import api_openapi_bp
+    from app.routes.genetic_algorithm import genetic_bp
     from app.security import SecurityFilterChain
 
     # Register API v1 blueprints
@@ -39,6 +40,7 @@ def create_app(config_class=Config):
     app.register_blueprint(api_optimizer_bp)
     app.register_blueprint(api_dashboard_bp)
     app.register_blueprint(api_openapi_bp)
+    app.register_blueprint(genetic_bp)
     app.register_blueprint(api_admin_bp, url_prefix='/api/v1')
     app.register_blueprint(api_admin_bp, url_prefix='/api/v1/admin', name='api_admin_prefixed')
 

backend/app/routes/genetic_algorithm.py

@@ -1,15 +1,15 @@
-from flask import Blueprint, request, jsonify, current_app, render_template
+from flask import Blueprint, request, jsonify, current_app, render_template, g
 from datetime import datetime, timedelta
 from app.models.genetic_algorithm import ReservationOptimizer
 from app.models.reservation import Reservation, ReservationStatus
 from app import db
-from flask_login import login_required, current_user
+from app.utils.jwt_decorators import jwt_required
 
 genetic_bp = Blueprint('genetic_algorithm', __name__, url_prefix='/api/genetic')
 
 
 @genetic_bp.route('/optimize', methods=['POST'])
-@login_required
+@jwt_required
 def optimize_reservations():
     """Optimize reservations using genetic algorithm"""
     try:
@@ -40,14 +40,14 @@ def optimize_reservations():
                 return jsonify({'error': 'Invalid end_date format. Use ISO format.'}), 400
         
         # Check if user has permission (admin, teacher or RBAC optimizer write)
-        if not (current_user.is_admin() or current_user.has_permission('optimizer', 'read_write') or current_user.role in ['ADMIN', 'teacher']):
+        if not (g.jwt_user.is_admin() or g.jwt_user.has_permission('optimizer', 'read_write') or g.jwt_user.role in ['ADMIN', 'teacher']):
             return jsonify({'error': 'Insufficient permissions to optimize reservations'}), 403
         
         # Initialize optimizer and run optimization
         optimizer = ReservationOptimizer()
         result = optimizer.optimize_schedule(
             commission_ids=commission_ids,
-            admin_user_id=current_user.id,
+            admin_user_id=g.jwt_user.id,
             start_date=start_date,
             end_date=end_date
         )
@@ -69,7 +69,7 @@ def optimize_reservations():
 
 
 @genetic_bp.route('/apply-optimization', methods=['POST'])
-@login_required
+@jwt_required
 def apply_optimization():
     """Apply optimized reservations to the database"""
     try:
@@ -84,7 +84,7 @@ def apply_optimization():
             return jsonify({'error': 'reservations must be a list'}), 400
         
         # Check if user has permission
-        if not (current_user.is_admin() or current_user.has_permission('optimizer', 'read_write') or current_user.role in ['ADMIN', 'teacher']):
+        if not (g.jwt_user.is_admin() or g.jwt_user.has_permission('optimizer', 'read_write') or g.jwt_user.role in ['ADMIN', 'teacher']):
             return jsonify({'error': 'Insufficient permissions to apply reservations'}), 403
         
         # Initialize optimizer and apply reservations
@@ -106,7 +106,7 @@ def apply_optimization():
 
 
 @genetic_bp.route('/preview-optimization', methods=['POST'])
-@login_required
+@jwt_required
 def preview_optimization():
     """Preview optimization without applying to database"""
     try:
@@ -124,14 +124,14 @@ def preview_optimization():
             return jsonify({'error': 'commission_ids must be a non-empty list'}), 400
         
         # Check if user has permission
-        if current_user.role not in ['ADMIN', 'teacher']:
+        if g.jwt_user.role not in ['ADMIN', 'teacher']:
             return jsonify({'error': 'Insufficient permissions to preview optimization'}), 403
         
         # Initialize optimizer and run optimization
         optimizer = ReservationOptimizer()
         result = optimizer.optimize_schedule(
             commission_ids=commission_ids,
-            admin_user_id=current_user.id
+            admin_user_id=g.jwt_user.id
         )
         
         # Add additional preview information
@@ -166,12 +166,12 @@ def preview_optimization():
 
 
 @genetic_bp.route('/commissions', methods=['GET'])
-@login_required
+@jwt_required
 def get_commissions():
     """Get available commissions for optimization"""
     try:
         # Check if user has permission
-        if current_user.role not in ['ADMIN', 'teacher']:
+        if g.jwt_user.role not in ['ADMIN', 'teacher']:
             return jsonify({'error': 'Insufficient permissions'}), 403
         
         from app.models.subject import Commission, Subject
@@ -196,12 +196,12 @@ def get_commissions():
 
 
 @genetic_bp.route('/algorithm-status', methods=['GET'])
-@login_required
+@jwt_required
 def get_algorithm_status():
     """Get genetic algorithm configuration status"""
     try:
         # Check if user has permission
-        if current_user.role not in ['ADMIN']:
+        if g.jwt_user.role not in ['ADMIN']:
             return jsonify({'error': 'Insufficient permissions'}), 403
         
         # Get system status
@@ -246,10 +246,10 @@ genetic_web_bp = Blueprint('genetic_algorithm_web', __name__)
 
 
 @genetic_web_bp.route('/genetic-optimizer')
-@login_required
+@jwt_required
 def genetic_optimizer():
     """Render the genetic algorithm optimizer interface"""
-    if not (current_user.has_permission('optimizer', 'read') or (current_user.role and current_user.role.upper() == 'ADMIN')):
+    if not (g.jwt_user.has_permission('optimizer', 'read') or (g.jwt_user.role and g.jwt_user.role.upper() == 'ADMIN')):
        return render_template('auth/403.html'), 403
     
     return render_template('genetic_optimizer.html')

frontend/views/base.html

@@ -42,6 +42,10 @@
             background: #F8FAFC !important;
             color: #1E293B !important;
         }
+        [data-bs-theme="light"] .navbar-logo {
+            /* Filtro para convertir blanco a rosa (#B43E8E) */
+            filter: brightness(0) saturate(100%) invert(35%) sepia(55%) saturate(2250%) hue-rotate(289deg) brightness(90%) contrast(90%);
+        }
         [data-bs-theme="light"] .glass-navbar {
             background: rgba(255, 255, 255, 0.88) !important;
             backdrop-filter: blur(12px);
@@ -410,7 +414,7 @@
                         <ul class="dropdown-menu dropdown-menu-end shadow-sm border-0">
                             <li>
                                 <div class="px-3 py-2 border-bottom">
-                                    <small class="text-muted d-block">Signed in as</small>
+                                    <small class="text-muted d-block">Sesión iniciada como</small>
                                     <span class="fw-bold small d-block">{{ user.email }}</span>
                                     <span class="badge {{ user.role_badge_display.class }} role-pill mt-1">
                                         <i class="bi {{ user.role_badge_display.icon }}"></i> {{ user.role_badge_display.label }}
@@ -418,14 +422,14 @@
                                 </div>
                             </li>
                             <li><a class="dropdown-item" href="/auth/profile">
-                                <i class="bi bi-person me-2"></i> Profile
+                                <i class="bi bi-person me-2"></i> Mi Perfil
                             </a></li>
                             <li><a class="dropdown-item" href="/auth/change_password">
-                                <i class="bi bi-key me-2"></i> Change Password
+                                <i class="bi bi-key me-2"></i> Cambiar Contraseña
                             </a></li>
                             <li><hr class="dropdown-divider"></li>
                             <li><a class="dropdown-item text-danger" href="/auth/logout">
-                                <i class="bi bi-box-arrow-right me-2"></i> Logout
+                                <i class="bi bi-box-arrow-right me-2"></i> Cerrar Sesión
                             </a></li>
                         </ul>
                     </li>

frontend/views/genetic_optimizer.html

@@ -83,7 +83,8 @@
     <div class="row mb-4">
         <!-- Algorithm Status Card -->
         <div class="col-lg-4 mb-4">
-            <div class="card border-0 shadow-sm algorithm-status">
+            <div class="algorithm-status" style="z-index: 10;">
+                <div class="card border-0 shadow-sm mb-4">
                 <div class="card-header bg-body-tertiary border-0 py-3">
                     <h5 class="mb-0 h6 fw-bold">
                         <i class="bi bi-gear-wide-connected text-primary me-2"></i>
@@ -123,14 +124,60 @@
                         </div>
                     </div>
                     
-                    <button class="btn btn-sm btn-outline-primary w-100" onclick="geneticManager.getAlgorithmStatus()">
+                    <button class="btn btn-sm btn-outline-primary w-100" onclick="window.refreshStatus()">
                         <i class="bi bi-arrow-clockwise me-1"></i>
                         Refresh Status
                     </button>
                 </div>
             </div>
-        </div>
 
+            <!-- Optimization Controls -->
+            <div class="card border-0 shadow-sm">
+                <div class="card-header bg-body-tertiary border-0 py-3">
+                    <h5 class="mb-0 h6 fw-bold">
+                        <i class="bi bi-sliders text-primary me-2"></i>
+                        Optimization Controls
+                    </h5>
+                </div>
+                <div class="card-body">
+                    <div class="row align-items-center mb-3">
+                        <div class="col-12">
+                            <div class="mb-3">
+                                <label for="start-date" class="form-label">Start Date</label>
+                                <input type="datetime-local" class="form-control" id="start-date" name="start_date">
+                            </div>
+                        </div>
+                        <div class="col-12">
+                            <div class="mb-3">
+                                <label for="end-date" class="form-label">End Date</label>
+                                <input type="datetime-local" class="form-control" id="end-date" name="end_date">
+                            </div>
+                        </div>
+                    </div>
+                    
+                    <div class="d-grid gap-2">
+                        <button class="btn btn-info text-white" id="preview-optimization-btn">
+                            <i class="bi bi-eye me-1"></i>
+                            Preview
+                        </button>
+                        <button class="btn btn-success" id="optimize-assignments-btn">
+                            <i class="bi bi-play-circle me-1"></i>
+                            Run Full Optimization
+                        </button>
+                        <button class="btn btn-warning" id="apply-optimization-btn" style="display: none;">
+                            <i class="bi bi-check-circle me-1"></i>
+                            Apply
+                        </button>
+                        <button class="btn btn-outline-secondary" onclick="resetOptimization()">
+                            <i class="bi bi-arrow-counterclockwise me-1"></i>
+                            Reset
+                        </button>
+                    </div>
+                </div>
+            </div>
+        </div>
+        </div>
+        
         <!-- Commission Selection -->
         <div class="col-lg-8">
             <div class="card border-0 shadow-sm">
@@ -161,54 +208,7 @@
         </div>
     </div>
 
-    <!-- Optimization Controls -->
-    <div class="row mb-4">
-        <div class="col-12">
-            <div class="card border-0 shadow-sm">
-                <div class="card-header bg-body-tertiary border-0 py-3">
-                    <h5 class="mb-0 h6 fw-bold">
-                        <i class="bi bi-sliders text-primary me-2"></i>
-                        Optimization Controls
-                    </h5>
-                </div>
-                <div class="card-body">
-                    <div class="row align-items-center mb-3">
-                        <div class="col-md-6">
-                            <div class="mb-3">
-                                <label for="start-date" class="form-label">Start Date Range</label>
-                                <input type="datetime-local" class="form-control" id="start-date" name="start_date">
-                            </div>
-                        </div>
-                        <div class="col-md-6">
-                            <div class="mb-3">
-                                <label for="end-date" class="form-label">End Date Range</label>
-                                <input type="datetime-local" class="form-control" id="end-date" name="end_date">
-                            </div>
-                        </div>
-                    </div>
-                    
-                    <div class="d-flex gap-2 flex-wrap">
-                        <button class="btn btn-info text-white" id="preview-optimization-btn">
-                            <i class="bi bi-eye me-1"></i>
-                            Preview Optimization
-                        </button>
-                        <button class="btn btn-success" id="optimize-assignments-btn">
-                            <i class="bi bi-play-circle me-1"></i>
-                            Run Full Optimization
-                        </button>
-                        <button class="btn btn-warning" id="apply-optimization-btn" style="display: none;">
-                            <i class="bi bi-check-circle me-1"></i>
-                            Apply Reservations
-                        </button>
-                        <button class="btn btn-outline-secondary" onclick="resetOptimization()">
-                            <i class="bi bi-arrow-counterclockwise me-1"></i>
-                            Reset
-                        </button>
-                    </div>
-                </div>
-            </div>
-        </div>
-    </div>
+
 
     <!-- Results Section -->
     <div class="row mb-4">
@@ -292,11 +292,25 @@ function resetOptimization() {
     document.getElementById('end-date').value = '';
 }
 
+window.refreshStatus = async function() {
+    if (window.geneticManager) {
+        try {
+            const statusResult = await geneticManager.getAlgorithmStatus();
+            if (statusResult && statusResult.success && statusResult.data) {
+                const sysStats = statusResult.data.system_status;
+                document.getElementById('available-classrooms').textContent = sysStats.available_classrooms;
+                document.getElementById('active-commissions').textContent = sysStats.active_commissions;
+                document.getElementById('existing-reservations').textContent = sysStats.confirmed_reservations;
+            }
+        } catch (e) {
+            console.error("Error refreshing status:", e);
+        }
+    }
+}
+
 document.addEventListener('DOMContentLoaded', async function() {
     await loadCommissions();
-    if (window.geneticManager) {
-        await geneticManager.getAlgorithmStatus();
-    }
+    await window.refreshStatus();
 });
 
 async function loadCommissions() {