锤形反转 (Hammer Candle Reversal)
锤头线通常预示盘中反转, 下影线至少为实体两倍。
测试表明年均收益约为 64%,该策略在外汇市场表现最佳。
识别后做多, 止损在形态低点。
详情
- 入场条件: Hammer candle detected.
- 多空方向: Long only.
- 出场条件: Stop-loss or discretionary exit.
- 止损: Yes.
- 默认值:
CandleType= TimeSpan.FromMinutes(5)RewardRiskRatio= 2m 止损位于锤子线的最低点,目标位于入场价上方该风险距离的 RewardRiskRatio 倍处;两者均按K线收盘价检查。
- 过滤器:
- 类别: Pattern
- 方向: Long
- 指标: Candlestick
- 止损: Yes
- 复杂度: Basic
- 时间框架: Intraday
- 季节性: No
- 神经网络: No
- 背离: No
- 风险等级: Medium
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()