Market Slayer 策略
该策略使用加权移动平均线交叉,并通过高时间框架的SSL趋势确认。短期WMA上穿长期WMA且趋势为多头时开多;相反条件下开空。可以选择启用以点数表示的止盈和止损。
细节
- 入场条件:
- 多头:短期WMA上穿长期WMA且高周期SSL为多头。
- 空头:短期WMA下破长期WMA且高周期SSL为空头。
- 多空方向:双向。
- 出场条件:
- 趋势过滤器转向相反方向。
- 可选的止损或止盈。
- 止损:可选。
- 默认值:
ShortLength= 10。LongLength= 20。ConfirmationTrendValue= 2。CandleType= TimeSpan.FromMinutes(5).TimeFrame()。TrendCandleType= TimeSpan.FromMinutes(240).TimeFrame()。TakeProfitEnabled= false。TakeProfitValue= 20。StopLossEnabled= false。StopLossValue= 50。
- 筛选:
- 类型: 趋势跟随
- 方向: 双向
- 指标: WMA, SSL
- 止损: 可选
- 复杂度: 基础
- 时间框架: 日内
- 季节性: 无
- 神经网络: 无
- 背离: 无
- 风险等级: 中
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;
public class MarketSlayerStrategy : Strategy
{
private readonly StrategyParam<int> _shortLength;
private readonly StrategyParam<int> _longLength;
private readonly StrategyParam<int> _confirmationTrendValue;
private readonly StrategyParam<DataType> _candleType;
private WeightedMovingAverage _trendWmaHigh;
private WeightedMovingAverage _trendWmaLow;
private WeightedMovingAverage _shortWma;
private WeightedMovingAverage _longWma;
private int _trendHlv;
private bool _isTrendBullish;
private decimal? _prevShort;
private decimal? _prevLong;
public int ShortLength { get => _shortLength.Value; set => _shortLength.Value = value; }
public int LongLength { get => _longLength.Value; set => _longLength.Value = value; }
public int ConfirmationTrendValue { get => _confirmationTrendValue.Value; set => _confirmationTrendValue.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public MarketSlayerStrategy()
{
_shortLength = Param(nameof(ShortLength), 10);
_longLength = Param(nameof(LongLength), 20);
_confirmationTrendValue = Param(nameof(ConfirmationTrendValue), 2);
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame());
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_trendWmaHigh = null;
_trendWmaLow = null;
_shortWma = null;
_longWma = null;
_trendHlv = 0;
_isTrendBullish = false;
_prevShort = null;
_prevLong = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_shortWma = new WeightedMovingAverage { Length = ShortLength };
_longWma = new WeightedMovingAverage { Length = LongLength };
_trendWmaHigh = new WeightedMovingAverage { Length = ConfirmationTrendValue };
_trendWmaLow = new WeightedMovingAverage { Length = ConfirmationTrendValue };
_prevShort = _prevLong = null;
_trendHlv = 0;
_isTrendBullish = false;
var subscription = SubscribeCandles(CandleType);
subscription.Bind(_shortWma, _longWma, ProcessCandle).Start();
}
private void ProcessCandle(ICandleMessage candle, decimal shortWma, decimal longWma)
{
if (candle.State != CandleStates.Finished)
return;
// Update trend using candle high/low
var t = candle.ServerTime;
var highVal = _trendWmaHigh.Process(new DecimalIndicatorValue(_trendWmaHigh, candle.HighPrice, t));
var lowVal = _trendWmaLow.Process(new DecimalIndicatorValue(_trendWmaLow, candle.LowPrice, t));
if (_trendWmaHigh.IsFormed && _trendWmaLow.IsFormed)
{
var high = highVal.ToDecimal();
var low = lowVal.ToDecimal();
if (candle.ClosePrice > high)
_trendHlv = 1;
else if (candle.ClosePrice < low)
_trendHlv = -1;
var sslDown = _trendHlv < 0 ? high : low;
var sslUp = _trendHlv < 0 ? low : high;
_isTrendBullish = sslUp > sslDown;
}
if (!_shortWma.IsFormed || !_longWma.IsFormed)
{
_prevShort = shortWma;
_prevLong = longWma;
return;
}
if (_prevShort.HasValue && _prevLong.HasValue)
{
var crossUp = _prevShort <= _prevLong && shortWma > longWma;
var crossDown = _prevShort >= _prevLong && shortWma < longWma;
if (crossUp && _isTrendBullish && Position <= 0)
BuyMarket();
if (crossDown && !_isTrendBullish && Position >= 0)
SellMarket();
if (Position > 0 && !_isTrendBullish)
SellMarket();
if (Position < 0 && _isTrendBullish)
BuyMarket();
}
_prevShort = shortWma;
_prevLong = longWma;
}
}
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 WeightedMovingAverage
from StockSharp.Algo.Strategies import Strategy
from indicator_extensions import *
class market_slayer_strategy(Strategy):
def __init__(self):
super(market_slayer_strategy, self).__init__()
self._short_length = self.Param("ShortLength", 10) \
.SetDisplay("Short Length", "Short WMA period", "General")
self._long_length = self.Param("LongLength", 20) \
.SetDisplay("Long Length", "Long WMA period", "General")
self._confirmation_trend_value = self.Param("ConfirmationTrendValue", 2) \
.SetDisplay("Confirmation Trend Value", "Trend WMA period", "General")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._trend_hlv = 0
self._is_trend_bullish = False
self._prev_short = None
self._prev_long = None
@property
def candle_type(self):
return self._candle_type.Value
@candle_type.setter
def candle_type(self, value):
self._candle_type.Value = value
def OnReseted(self):
super(market_slayer_strategy, self).OnReseted()
self._trend_hlv = 0
self._is_trend_bullish = False
self._prev_short = None
self._prev_long = None
def OnStarted2(self, time):
super(market_slayer_strategy, self).OnStarted2(time)
self._trend_hlv = 0
self._is_trend_bullish = False
self._prev_short = None
self._prev_long = None
self._short_wma = WeightedMovingAverage()
self._short_wma.Length = self._short_length.Value
self._long_wma = WeightedMovingAverage()
self._long_wma.Length = self._long_length.Value
self._trend_wma_high = WeightedMovingAverage()
self._trend_wma_high.Length = self._confirmation_trend_value.Value
self._trend_wma_low = WeightedMovingAverage()
self._trend_wma_low.Length = self._confirmation_trend_value.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self._short_wma, self._long_wma, self.OnProcess).Start()
def OnProcess(self, candle, short_wma, long_wma):
if candle.State != CandleStates.Finished:
return
t = candle.ServerTime
high_result = process_float(self._trend_wma_high, candle.HighPrice, t, True)
low_result = process_float(self._trend_wma_low, candle.LowPrice, t, True)
if self._trend_wma_high.IsFormed and self._trend_wma_low.IsFormed:
high_v = float(high_result)
low_v = float(low_result)
close = float(candle.ClosePrice)
if close > high_v:
self._trend_hlv = 1
elif close < low_v:
self._trend_hlv = -1
if self._trend_hlv < 0:
ssl_down = high_v
ssl_up = low_v
else:
ssl_down = low_v
ssl_up = high_v
self._is_trend_bullish = ssl_up > ssl_down
sv = float(short_wma)
lv = float(long_wma)
if not self._short_wma.IsFormed or not self._long_wma.IsFormed:
self._prev_short = sv
self._prev_long = lv
return
if self._prev_short is not None and self._prev_long is not None:
cross_up = self._prev_short <= self._prev_long and sv > lv
cross_down = self._prev_short >= self._prev_long and sv < lv
if cross_up and self._is_trend_bullish and self.Position <= 0:
self.BuyMarket()
if cross_down and not self._is_trend_bullish and self.Position >= 0:
self.SellMarket()
if self.Position > 0 and not self._is_trend_bullish:
self.SellMarket()
if self.Position < 0 and self._is_trend_bullish:
self.BuyMarket()
self._prev_short = sv
self._prev_long = lv
def CreateClone(self):
return market_slayer_strategy()