Reversión por Vela Martillo (Hammer Candle Reversal)
Las velas martillo (Hammer) a menudo marcan una reversión intradía después de que la presión vendedora se disipa. Esta estrategia busca el patrón martillo y entra en largo, anticipando un rebote.
Las pruebas indican un rendimiento anual promedio de aproximadamente el 64%. Funciona mejor en el mercado de divisas (forex).
El sistema requiere una sombra inferior de al menos el doble del cuerpo y poca sombra superior. Una vez identificado, compra con el tamaño de posición establecido y espera el beneficio o el stop-loss.
Detalles
Criterios de entrada: Vela martillo detectada.
Largo/Corto: Solo largos.
Criterios de salida: Stop-loss o salida discrecional.
Stops: Sí.
Valores predeterminados:
CandleType = TimeSpan.FromMinutes(5)
RewardRiskRatio = 2m
El stop es el mínimo del martillo y el objetivo está RewardRiskRatio veces esa distancia por encima de la entrada; ambos se comprueban al cierre de las velas.
Filtros:
Categoría: Patrón
Dirección: Solo largos
Indicadores: Candlestick
Stops: Sí
Complejidad: Básico
Marco temporal: Intradía
Estacionalidad: No
Redes neuronales: No
Divergencia: No
Nivel de riesgo: Medio
using System;
using System.Collections.Generic;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Hammer Candle strategy.
/// Buys after a hammer: a candle whose lower shadow is at least twice its body and whose upper shadow is under half of it.
/// The stop is the hammer's low and the target lies RewardRiskRatio times that risk above the entry close.
/// </summary>
public class HammerCandleStrategy : Strategy
{
private readonly StrategyParam<decimal> _rewardRiskRatio;
private readonly StrategyParam<DataType> _candleType;
private decimal _stopPrice;
private decimal _targetPrice;
/// <summary>
/// Distance of the target in multiples of the distance to the stop.
/// </summary>
public decimal RewardRiskRatio
{
get => _rewardRiskRatio.Value;
set => _rewardRiskRatio.Value = value;
}
/// <summary>
/// Candle type and timeframe.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public HammerCandleStrategy()
{
_rewardRiskRatio = Param(nameof(RewardRiskRatio), 2m)
.SetGreaterThanZero()
.SetDisplay("Reward/Risk", "Target distance in multiples of the stop distance", "Risk");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_stopPrice = default;
_targetPrice = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
var close = candle.ClosePrice;
if (Position > 0)
{
if (close <= _stopPrice || close >= _targetPrice)
SellMarket(Position);
return;
}
if (Position != 0)
return;
var body = Math.Abs(candle.OpenPrice - close);
var lowerShadow = Math.Min(candle.OpenPrice, close) - candle.LowPrice;
var upperShadow = candle.HighPrice - Math.Max(candle.OpenPrice, close);
var isHammer = body > 0 && lowerShadow >= body * 2m && upperShadow < body * 0.5m;
if (!isHammer || close <= candle.LowPrice)
return;
BuyMarket(Volume);
_stopPrice = candle.LowPrice;
_targetPrice = close + RewardRiskRatio * (close - candle.LowPrice);
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan, Math, Decimal
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Strategies import Strategy
class hammer_candle_strategy(Strategy):
"""
Hammer Candle strategy.
Buys after a hammer: a candle whose lower shadow is at least twice its body and whose upper shadow is under half of it.
The stop is the hammer's low and the target lies RewardRiskRatio times that risk above the entry close.
"""
def __init__(self):
super(hammer_candle_strategy, self).__init__()
self._reward_risk_ratio = self.Param("RewardRiskRatio", 2.0).SetGreaterThanZero().SetDisplay("Reward/Risk", "Target distance in multiples of the stop distance", "Risk")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._stop_price = Decimal(0)
self._target_price = Decimal(0)
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(hammer_candle_strategy, self).OnReseted()
self._stop_price = Decimal(0)
self._target_price = Decimal(0)
def OnStarted2(self, time):
super(hammer_candle_strategy, self).OnStarted2(time)
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def _process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
if not self.IsFormedAndOnlineAndAllowTrading():
return
close = candle.ClosePrice
if self.Position > 0:
if close <= self._stop_price or close >= self._target_price:
self.SellMarket(self.Position)
return
if self.Position != 0:
return
body = Math.Abs(candle.OpenPrice - close)
lower_shadow = Math.Min(candle.OpenPrice, close) - candle.LowPrice
upper_shadow = candle.HighPrice - Math.Max(candle.OpenPrice, close)
is_hammer = body > 0 and lower_shadow >= body * Decimal(2) and upper_shadow < body * Decimal(0.5)
if not is_hammer or close <= candle.LowPrice:
return
self.BuyMarket(self.Volume)
self._stop_price = candle.LowPrice
self._target_price = close + Decimal(self._reward_risk_ratio.Value) * (close - candle.LowPrice)
def CreateClone(self):
return hammer_candle_strategy()