Go Candle Body Reversal 策略
该策略基于 Go 指标,对蜡烛实体大小进行平滑。当实体 SMA 从正值转为负值时做多,反向交叉时做空。当前持仓在出现反向信号时平仓。
细节
- 入场条件: 实体 SMA 符号变化(正→负做多,负→正做空)
- 多空方向: 双向
- 出场条件: 实体 SMA 的相反符号变化
- 止损: 无
- 默认值:
Period= 174CandleType= 1 小时
- 过滤器:
- 分类: Reversal
- 方向: 多空
- 指标: SMA
- 止损: 无
- 复杂度: 基础
- 时间框架: 日内
- 季节性: 否
- 神经网络: 否
- 背离: 否
- 风险等级: 中等
using System;
using System.Linq;
using System.Collections.Generic;
using Ecng.Common;
using Ecng.Collections;
using Ecng.Serialization;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Strategy based on smoothed candle body direction.
/// Smooths (close-open) with SMA, trades on sign changes.
/// </summary>
public class GoCandleBodyReversalStrategy : Strategy
{
private readonly StrategyParam<int> _period;
private readonly StrategyParam<DataType> _candleType;
private ExponentialMovingAverage _bodySma;
private int _prevSign;
public int Period { get => _period.Value; set => _period.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public GoCandleBodyReversalStrategy()
{
_period = Param(nameof(Period), 30)
.SetGreaterThanZero()
.SetDisplay("Period", "SMA period for candle body", "Parameters");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "Parameters");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
protected override void OnReseted()
{
base.OnReseted();
_bodySma = null;
_prevSign = 0;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_bodySma = new ExponentialMovingAverage { Length = Period };
Indicators.Add(_bodySma);
// Use a warmup EMA bound to close price
var warmup = new ExponentialMovingAverage { Length = Period };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(warmup, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal _warmupVal)
{
if (candle.State != CandleStates.Finished)
return;
var body = candle.ClosePrice - candle.OpenPrice;
var maResult = _bodySma.Process(new DecimalIndicatorValue(_bodySma, body, candle.OpenTime) { IsFinal = true });
if (!maResult.IsFormed)
return;
var value = maResult.GetValue<decimal>();
var sign = value > 0 ? 1 : value < 0 ? -1 : 0;
if (!IsFormedAndOnlineAndAllowTrading())
{
_prevSign = sign;
return;
}
if (_prevSign == 0)
{
_prevSign = sign;
return;
}
// Body direction turns negative (bearish reversal) -> sell
if (sign < 0 && _prevSign > 0 && Position >= 0)
SellMarket();
// Body direction turns positive (bullish reversal) -> buy
else if (sign > 0 && _prevSign < 0 && Position <= 0)
BuyMarket();
_prevSign = sign;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import ExponentialMovingAverage
from StockSharp.Algo.Strategies import Strategy
from indicator_extensions import *
class go_candle_body_reversal_strategy(Strategy):
def __init__(self):
super(go_candle_body_reversal_strategy, self).__init__()
self._period = self.Param("Period", 30) \
.SetDisplay("Period", "SMA period for candle body", "Parameters")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Type of candles", "Parameters")
self._body_sma = None
self._prev_sign = 0
@property
def period(self):
return self._period.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(go_candle_body_reversal_strategy, self).OnReseted()
self._body_sma = None
self._prev_sign = 0
def OnStarted2(self, time):
super(go_candle_body_reversal_strategy, self).OnStarted2(time)
self._body_sma = ExponentialMovingAverage()
self._body_sma.Length = self.period
self.Indicators.Add(self._body_sma)
warmup = ExponentialMovingAverage()
warmup.Length = self.period
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(warmup, self.process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def process_candle(self, candle, _warmup_val):
if candle.State != CandleStates.Finished:
return
body = float(candle.ClosePrice) - float(candle.OpenPrice)
ma_result = process_float(self._body_sma, body, candle.OpenTime, True)
if not ma_result.IsFormed:
return
value = float(ma_result)
if value > 0:
sign = 1
elif value < 0:
sign = -1
else:
sign = 0
if self._prev_sign == 0:
self._prev_sign = sign
return
if sign < 0 and self._prev_sign > 0 and self.Position >= 0:
self.SellMarket()
elif sign > 0 and self._prev_sign < 0 and self.Position <= 0:
self.BuyMarket()
self._prev_sign = sign
def CreateClone(self):
return go_candle_body_reversal_strategy()