Mejores Practicas de Senales

{
  "points": [
    {
      "time": 1765540800,
      "type": "low",
      "price": 1.1725,
      "label": "COMPRA",
      "color": "#3b82f6",
      "shape": "arrowUp",
      "size": 2
    },
    {
      "time": 1765540800,
      "type": "low",
      "price": 1.1695,
      "label": "SL",
      "color": "#ef4444",
      "shape": "square",
      "size": 1
    },
    {
      "time": 1765540800,
      "type": "high",
      "price": 1.1755,
      "label": "TP1",
      "color": "#22c55e",
      "shape": "circle",
      "size": 1
    },
    {
      "time": 1765540800,
      "type": "high",
      "price": 1.1785,
      "label": "TP2",
      "color": "#22c55e",
      "shape": "circle",
      "size": 1
    },
    {
      "time": 1765540800,
      "type": "high",
      "price": 1.1815,
      "label": "TP3",
      "color": "#22c55e",
      "shape": "circle",
      "size": 1
    }
  ],
  "metadata": {
    "tipo_senal": "COMPRA",
    "entrada": 1.1725,
    "sl": 1.1695,
    "tp1": 1.1755,
    "tp2": 1.1785,
    "tp3": 1.1815,
    "riesgo_pips": 30,
    "riesgo_beneficio": "1:3"
  }
}

def calcular_riesgo_beneficio(entrada, stop_loss, take_profit):
    """Calcular ratio riesgo/beneficio."""
    riesgo = abs(entrada - stop_loss)
    beneficio = abs(take_profit - entrada)
    return beneficio / riesgo if riesgo > 0 else 0

# Ejemplo
entrada = 1.1725
sl = 1.1695
tp = 1.1815

rb = calcular_riesgo_beneficio(entrada, sl, tp)
print(f"Riesgo/Beneficio: 1:{rb:.1f}")  # Salida: Riesgo/Beneficio: 1:3.0

# CORRECTO
barras = obtener_barras("EURUSD", 60)
tiempo_senal = barras.iloc[-1]["time"]  # Usar time de la API

# INCORRECTO
tiempo_senal = int(datetime.now().timestamp())  # Puede no alinearse con barras

puntos = [
    {"time": tiempo_barra, "type": "low", "price": entrada, "label": "COMPRA", ...},
    {"time": tiempo_barra, "type": "low", "price": sl, "label": "SL", ...},
    {"time": tiempo_barra, "type": "high", "price": tp1, "label": "TP1", ...},
]

metadata = {
    # Detalles de senal
    "tipo_senal": "COMPRA",
    "precio_entrada": 1.1725,
    "stop_loss": 1.1695,
    "take_profits": [1.1755, 1.1785, 1.1815],

    # Metricas de riesgo
    "riesgo_pips": 30,
    "ganancia_pips": 90,
    "riesgo_beneficio": "1:3",

    # Info de estrategia
    "estrategia": "ICT Order Block",
    "timeframe": "H1",
    "factores_confluencia": ["OB", "FVG", "Tendencia HTF"],

    # Confianza
    "confianza": "alta",  # baja, media, alta

    # Timestamp
    "generado_en": datetime.utcnow().isoformat()
}

def es_senal_calidad(entrada, sl, tp, rb_minimo=1.5):
    """Verificar si la senal cumple criterios de calidad."""
    rb = calcular_riesgo_beneficio(entrada, sl, tp)
    return rb >= rb_minimo

# Filtrar senales
senales_calidad = [
    s for s in todas_senales
    if es_senal_calidad(s["entrada"], s["sl"], s["tp"])
]