Neon Momentum Waves策略
Neon Momentum Waves策略使用MACD直方图的穿越信号进行双向交易。当直方图向上穿越入场水平(默认0)时做多,向下穿越时做空。直方图达到设定的退出水平时平仓。
详情
- 入场条件:MACD直方图穿越入场水平。
- 多空方向:双向。
- 出场条件:直方图穿越多/空退出水平。
- 止损:无。
- 默认值:
FastLength= 12SlowLength= 26SignalLength= 20EntryLevel= 0LongExitLevel= 11ShortExitLevel= -9CandleType= 1 分钟
- 筛选:
- 类别:动量
- 方向:双向
- 指标:MACD
- 止损:否
- 复杂度:基础
- 时间框架:日内 (1m)
- 季节性:否
- 神经网络:否
- 背离:否
- 风险等级:中等
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>
/// Neon Momentum Waves strategy based on MACD histogram levels.
/// </summary>
public class NeonMomentumWavesStrategy : Strategy
{
private readonly StrategyParam<int> _fastLength;
private readonly StrategyParam<int> _slowLength;
private readonly StrategyParam<int> _signalLength;
private readonly StrategyParam<decimal> _entryLevel;
private readonly StrategyParam<decimal> _longExitLevel;
private readonly StrategyParam<decimal> _shortExitLevel;
private readonly StrategyParam<DataType> _candleType;
private decimal? _prevHist;
private DateTimeOffset _lastSignal = DateTimeOffset.MinValue;
/// <summary>
/// MACD fast EMA length.
/// </summary>
public int FastLength
{
get => _fastLength.Value;
set => _fastLength.Value = value;
}
/// <summary>
/// MACD slow EMA length.
/// </summary>
public int SlowLength
{
get => _slowLength.Value;
set => _slowLength.Value = value;
}
/// <summary>
/// MACD signal smoothing length.
/// </summary>
public int SignalLength
{
get => _signalLength.Value;
set => _signalLength.Value = value;
}
/// <summary>
/// Histogram entry level.
/// </summary>
public decimal EntryLevel
{
get => _entryLevel.Value;
set => _entryLevel.Value = value;
}
/// <summary>
/// Histogram level to exit long position.
/// </summary>
public decimal LongExitLevel
{
get => _longExitLevel.Value;
set => _longExitLevel.Value = value;
}
/// <summary>
/// Histogram level to exit short position.
/// </summary>
public decimal ShortExitLevel
{
get => _shortExitLevel.Value;
set => _shortExitLevel.Value = value;
}
/// <summary>
/// Candle type parameter.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Initializes a new instance of <see cref="NeonMomentumWavesStrategy"/>.
/// </summary>
public NeonMomentumWavesStrategy()
{
_fastLength = Param(nameof(FastLength), 12)
.SetDisplay("Fast Length", "MACD fast EMA length", "MACD")
;
_slowLength = Param(nameof(SlowLength), 26)
.SetDisplay("Slow Length", "MACD slow EMA length", "MACD")
;
_signalLength = Param(nameof(SignalLength), 20)
.SetDisplay("Signal Length", "MACD signal smoothing", "MACD")
;
_entryLevel = Param(nameof(EntryLevel), 0m)
.SetDisplay("Entry Level", "Histogram entry threshold", "Parameters");
_longExitLevel = Param(nameof(LongExitLevel), 11m)
.SetDisplay("Long Exit Level", "Histogram level to exit longs", "Parameters");
_shortExitLevel = Param(nameof(ShortExitLevel), -9m)
.SetDisplay("Short Exit Level", "Histogram level to exit shorts", "Parameters");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevHist = null;
_lastSignal = DateTimeOffset.MinValue;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var macd = new MovingAverageConvergenceDivergenceSignal
{
Macd =
{
ShortMa = { Length = FastLength },
LongMa = { Length = SlowLength },
},
SignalMa = { Length = SignalLength }
};
var subscription = SubscribeCandles(CandleType);
subscription
.BindEx(macd, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, macd);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, IIndicatorValue macdValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
var typed = (MovingAverageConvergenceDivergenceSignalValue)macdValue;
if (typed.Macd is not decimal macdLine || typed.Signal is not decimal signal)
return;
var hist = macdLine - signal;
if (_prevHist is null)
{
_prevHist = hist;
return;
}
var prev = _prevHist.Value;
var cooldown = TimeSpan.FromMinutes(360);
if (candle.OpenTime - _lastSignal >= cooldown)
{
if (prev <= EntryLevel && hist > EntryLevel && Position <= 0)
{
BuyMarket();
_lastSignal = candle.OpenTime;
}
else if (prev >= EntryLevel && hist < EntryLevel && Position > 0)
{
SellMarket();
_lastSignal = candle.OpenTime;
}
}
_prevHist = hist;
}
}
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 MovingAverageConvergenceDivergenceSignal
from StockSharp.Algo.Strategies import Strategy
class neon_momentum_waves_strategy(Strategy):
def __init__(self):
super(neon_momentum_waves_strategy, self).__init__()
self._fast_length = self.Param("FastLength", 12) \
.SetDisplay("Fast Length", "MACD fast EMA length", "MACD")
self._slow_length = self.Param("SlowLength", 26) \
.SetDisplay("Slow Length", "MACD slow EMA length", "MACD")
self._signal_length = self.Param("SignalLength", 20) \
.SetDisplay("Signal Length", "MACD signal smoothing", "MACD")
self._entry_level = self.Param("EntryLevel", 0.0) \
.SetDisplay("Entry Level", "Histogram entry threshold", "Parameters")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._prev_hist = None
self._last_signal_ticks = 0
@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(neon_momentum_waves_strategy, self).OnReseted()
self._prev_hist = None
self._last_signal_ticks = 0
def OnStarted2(self, time):
super(neon_momentum_waves_strategy, self).OnStarted2(time)
self._prev_hist = None
self._last_signal_ticks = 0
self._macd = MovingAverageConvergenceDivergenceSignal()
self._macd.Macd.ShortMa.Length = self._fast_length.Value
self._macd.Macd.LongMa.Length = self._slow_length.Value
self._macd.SignalMa.Length = self._signal_length.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(self._macd, self.OnProcess).Start()
def OnProcess(self, candle, macd_value):
if candle.State != CandleStates.Finished:
return
if not self._macd.IsFormed:
return
macd_line = macd_value.Macd
signal_line = macd_value.Signal
if macd_line is None or signal_line is None:
return
hist = float(macd_line) - float(signal_line)
if self._prev_hist is None:
self._prev_hist = hist
return
entry = float(self._entry_level.Value)
cooldown_ticks = TimeSpan.FromMinutes(360).Ticks
current_ticks = candle.OpenTime.Ticks
if current_ticks - self._last_signal_ticks >= cooldown_ticks:
if self._prev_hist <= entry and hist > entry and self.Position <= 0:
self.BuyMarket()
self._last_signal_ticks = current_ticks
elif self._prev_hist >= entry and hist < entry and self.Position > 0:
self.SellMarket()
self._last_signal_ticks = current_ticks
self._prev_hist = hist
def CreateClone(self):
return neon_momentum_waves_strategy()