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app.py
CHANGED
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@@ -12,6 +12,29 @@ import re
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# Configuraci贸n del Sistema Emocional
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DB_PATH = "/tmp/cma_memory.db"
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# Intentar importar los n煤cleos emocionales
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try:
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sys.path.append(os.path.join(os.path.dirname(__file__), "core"))
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@@ -52,6 +75,7 @@ async def dashboard_home():
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<title>Cortex-Nexus | Live Dashboard</title>
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
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<style>
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body { font-family: 'Inter', sans-serif; background: #0f172a; color: #f8fafc; margin: 0; padding: 20px; }
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.container { max-width: 800px; margin: 0 auto; }
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@@ -75,10 +99,11 @@ async def dashboard_home():
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</div>
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<p style="text-align: center; font-size: 0.8rem; color: #64748b;"><span class="status-dot"></span> SISTEMA ONLINE</p>
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<h1>C贸rtex-Nexus Live</h1>
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-
<div class="stats">
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<div class="stat-box"><div class="stat-label">EPOCAS</div><div class="stat-value" id="val-epocas">0</div></div>
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<div class="stat-box"><div class="stat-label">QUALIA</div><div class="stat-value" id="val-qualia">0.000</div></div>
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<div class="stat-box"><div class="stat-label">CONFIANZA</div><div class="stat-value" id="val-confianza">0.000</div></div>
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</div>
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<div class="card">
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<canvas id="emotionChart"></canvas>
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@@ -108,9 +133,12 @@ async def dashboard_home():
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maintainAspectRatio: true,
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scales: {
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y: { beginAtZero: true, grid: { color: '#334155' }, ticks: { color: '#94a3b8' } },
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x: { display: true, grid: { color: 'rgba(51, 65, 85, 0.4)' }, ticks: { color: '#94a3b8', maxTicksLimit:
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},
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plugins: {
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}
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});
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@@ -130,16 +158,33 @@ async def dashboard_home():
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document.getElementById('val-epocas').innerText = jsonRes.total_epocas;
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document.getElementById('val-qualia').innerText = parseFloat(latest.qualia).toFixed(3);
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document.getElementById('val-confianza').innerText = parseFloat(latest.confianza).toFixed(3);
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-
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let t = new Date(d.timestamp);
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// Ajustar a Argentina (UTC-3)
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t.setHours(t.getHours() - 3);
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return t.toLocaleTimeString('es-AR', {hour: '2-digit', minute: '2-digit'});
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});
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chart.data.datasets[0].data = data.map(d => d.qualia);
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chart.data.datasets[1].data = data.map(d => d.frustracion);
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chart.data.datasets[2].data = data.map(d => d.confianza);
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chart.update('none');
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}
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@@ -173,13 +218,34 @@ async def get_history():
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cursor.execute("SELECT COUNT(*) FROM snapshots")
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total_epocas = cursor.fetchone()[0]
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rows = cursor.fetchall()
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conn.close()
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return {
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"total_epocas": total_epocas,
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"
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}
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except Exception as e:
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return {"error": str(e), "msg": "Error leyendo historial"}
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@@ -471,13 +537,8 @@ async def sleep_consolidation():
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if not vector_global or not vector_global.memoria:
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return {"error": "Vector no inicializado"}
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# Capturar arquetipo ANTES
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antes = vector_global.memoria.cargar_meta_vector()
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# Ejecutar consolidaci贸n EMA
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vector_global.consolidar_memoria()
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# Capturar arquetipo DESPU脡S
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despues = vector_global.memoria.cargar_meta_vector()
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drift = {
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@@ -485,6 +546,18 @@ async def sleep_consolidation():
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for k in antes
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}
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return {
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"status": "Consolidaci贸n completada",
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"arquetipo_antes": antes,
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@@ -495,6 +568,38 @@ async def sleep_consolidation():
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except Exception as e:
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return {"error": str(e)}
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# ============================================================
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# ANALYTICS DASHBOARD
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# ============================================================
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# Configuraci贸n del Sistema Emocional
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DB_PATH = "/tmp/cma_memory.db"
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# Crear tabla de eventos de sue帽o si no existe
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def _init_sleep_table():
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try:
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conn = sqlite3.connect(DB_PATH)
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conn.execute("""CREATE TABLE IF NOT EXISTS sleep_events (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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timestamp TEXT DEFAULT (datetime('now')),
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antes TEXT, despues TEXT, drift TEXT
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)""")
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conn.execute("""CREATE TABLE IF NOT EXISTS control_responses (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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timestamp TEXT DEFAULT (datetime('now')),
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pregunta TEXT, respuesta_nexus TEXT, respuesta_control TEXT,
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novedad_nexus REAL, novedad_control REAL,
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complejidad_nexus REAL, complejidad_control REAL
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)""")
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conn.commit()
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conn.close()
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except:
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pass
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_init_sleep_table()
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# Intentar importar los n煤cleos emocionales
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try:
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sys.path.append(os.path.join(os.path.dirname(__file__), "core"))
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<title>Cortex-Nexus | Live Dashboard</title>
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
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<script src="https://cdn.jsdelivr.net/npm/chartjs-plugin-annotation@3"></script>
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<style>
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body { font-family: 'Inter', sans-serif; background: #0f172a; color: #f8fafc; margin: 0; padding: 20px; }
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.container { max-width: 800px; margin: 0 auto; }
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</div>
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<p style="text-align: center; font-size: 0.8rem; color: #64748b;"><span class="status-dot"></span> SISTEMA ONLINE</p>
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<h1>C贸rtex-Nexus Live</h1>
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+
<div class="stats" style="grid-template-columns: 1fr 1fr 1fr 1fr;">
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<div class="stat-box"><div class="stat-label">EPOCAS</div><div class="stat-value" id="val-epocas">0</div></div>
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<div class="stat-box"><div class="stat-label">QUALIA</div><div class="stat-value" id="val-qualia">0.000</div></div>
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<div class="stat-box"><div class="stat-label">CONFIANZA</div><div class="stat-value" id="val-confianza">0.000</div></div>
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<div class="stat-box"><div class="stat-label">SUE脩OS 馃槾</div><div class="stat-value" id="val-sleeps" style="color:#a78bfa;">0</div></div>
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</div>
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<div class="card">
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<canvas id="emotionChart"></canvas>
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maintainAspectRatio: true,
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scales: {
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y: { beginAtZero: true, grid: { color: '#334155' }, ticks: { color: '#94a3b8' } },
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x: { display: true, grid: { color: 'rgba(51, 65, 85, 0.4)' }, ticks: { color: '#94a3b8', maxTicksLimit: 10 }, title: { display: true, text: '脷ltimas 24hs (Tiempo Real)', color: '#94a3b8' } }
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},
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plugins: {
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legend: { position: 'bottom', labels: { color: '#f8fafc', padding: 20 } },
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annotation: { annotations: {} }
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}
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}
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});
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document.getElementById('val-epocas').innerText = jsonRes.total_epocas;
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document.getElementById('val-qualia').innerText = parseFloat(latest.qualia).toFixed(3);
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document.getElementById('val-confianza').innerText = parseFloat(latest.confianza).toFixed(3);
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document.getElementById('val-sleeps').innerText = jsonRes.total_sleeps || 0;
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const labels = data.map(d => {
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let t = new Date(d.timestamp);
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t.setHours(t.getHours() - 3);
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return t.toLocaleTimeString('es-AR', {hour: '2-digit', minute: '2-digit'});
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});
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chart.data.labels = labels;
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chart.data.datasets[0].data = data.map(d => d.qualia);
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chart.data.datasets[1].data = data.map(d => d.frustracion);
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chart.data.datasets[2].data = data.map(d => d.confianza);
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// Marcadores de sue帽o
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const sleepAnnotations = {};
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(jsonRes.sleep_events || []).forEach((st, i) => {
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let sleepDate = new Date(st);
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sleepDate.setHours(sleepDate.getHours() - 3);
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let sleepLabel = sleepDate.toLocaleTimeString('es-AR', {hour:'2-digit', minute:'2-digit'});
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let idx = labels.findIndex(l => l === sleepLabel);
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if (idx === -1) idx = labels.length - 1;
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sleepAnnotations['sleep'+i] = {
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type: 'line', xMin: idx, xMax: idx,
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borderColor: '#a78bfa', borderWidth: 2, borderDash: [6, 3],
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label: { display: true, content: '馃槾', position: 'start', font: { size: 14 } }
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};
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});
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chart.options.plugins.annotation.annotations = sleepAnnotations;
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chart.update('none');
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}
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cursor.execute("SELECT COUNT(*) FROM snapshots")
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total_epocas = cursor.fetchone()[0]
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# 脷ltimas 24 horas de datos
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since = (datetime.datetime.utcnow() - datetime.timedelta(hours=24)).isoformat()
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cursor.execute("SELECT timestamp, qualia, frustracion, autoConfianza AS confianza, fatiga FROM snapshots WHERE timestamp > ? ORDER BY id ASC", (since,))
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rows = cursor.fetchall()
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# Eventos de sue帽o
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sleep_events = []
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try:
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cursor.execute("SELECT timestamp FROM sleep_events WHERE timestamp > ? ORDER BY id ASC", (since,))
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sleep_events = [dict(r)["timestamp"] for r in cursor.fetchall()]
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except:
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pass
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# Total de sue帽os
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total_sleeps = 0
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try:
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cursor.execute("SELECT COUNT(*) FROM sleep_events")
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total_sleeps = cursor.fetchone()[0]
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except:
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pass
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conn.close()
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return {
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"total_epocas": total_epocas,
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"total_sleeps": total_sleeps,
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"sleep_events": sleep_events,
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"history": [dict(r) for r in rows]
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}
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except Exception as e:
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return {"error": str(e), "msg": "Error leyendo historial"}
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if not vector_global or not vector_global.memoria:
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return {"error": "Vector no inicializado"}
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antes = vector_global.memoria.cargar_meta_vector()
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vector_global.consolidar_memoria()
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despues = vector_global.memoria.cargar_meta_vector()
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drift = {
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for k in antes
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}
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# Guardar evento de sue帽o en DB
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try:
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conn = sqlite3.connect(DB_PATH)
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conn.execute(
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"INSERT INTO sleep_events (antes, despues, drift) VALUES (?, ?, ?)",
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(json.dumps(antes), json.dumps(despues), json.dumps(drift))
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)
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conn.commit()
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conn.close()
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except:
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pass
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return {
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"status": "Consolidaci贸n completada",
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"arquetipo_antes": antes,
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except Exception as e:
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return {"error": str(e)}
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@app.post("/api/control")
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async def save_control_comparison(request: Request):
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"""Guarda comparaci贸n grupo de control vs Nexus"""
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try:
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data = await request.json()
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conn = sqlite3.connect(DB_PATH)
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conn.execute(
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"INSERT INTO control_responses (pregunta, respuesta_nexus, respuesta_control, novedad_nexus, novedad_control, complejidad_nexus, complejidad_control) VALUES (?, ?, ?, ?, ?, ?, ?)",
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(data.get("pregunta",""), data.get("respuesta_nexus",""), data.get("respuesta_control",""),
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data.get("novedad_nexus",0), data.get("novedad_control",0),
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data.get("complejidad_nexus",0), data.get("complejidad_control",0))
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)
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conn.commit()
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conn.close()
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return {"status": "ok"}
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except Exception as e:
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return {"error": str(e)}
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@app.get("/api/control")
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async def get_control_comparisons():
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"""Obtiene comparaciones grupo de control"""
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try:
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conn = sqlite3.connect(DB_PATH)
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conn.row_factory = sqlite3.Row
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c = conn.cursor()
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c.execute("SELECT * FROM control_responses ORDER BY id DESC LIMIT 20")
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rows = [dict(r) for r in c.fetchall()]
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conn.close()
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return {"comparisons": rows[::-1], "total": len(rows)}
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except Exception as e:
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return {"error": str(e), "comparisons": []}
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# ============================================================
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# ANALYTICS DASHBOARD
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# ============================================================
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