Color J Variation 策略
该策略基于 JMA 曲线方向的变化,与 MQL 中的 ColorJVariation EA 相对应。策略跟踪 Jurik 移动平均线的斜率,当趋势由下转上或由上转下时入场,并支持绝对止损和止盈。
细节
- 入场条件:
- 多头:
PrevSlopeDown && JMA turns up - 空头:
PrevSlopeUp && JMA turns down
- 多头:
- 多/空:双向
- 离场条件:
- 相反的反转信号
- 止损:通过
StopLoss和TakeProfit设置绝对价格 - 默认值:
JmaPeriod= 12JmaPhase= 100StopLoss= 1000TakeProfit= 2000CandleType= TimeSpan.FromHours(1).TimeFrame()
- 筛选:
- 分类:趋势反转
- 方向:双向
- 指标:Jurik Moving Average
- 止损:是
- 复杂度:基础
- 时间框架:中期
- 季节性:否
- 神经网络:否
- 背离:否
- 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;
/// <summary>
/// Strategy based on Jurik moving average slope reversals.
/// Buys when JMA turns up, sells when JMA turns down.
/// </summary>
public class ColorJVariationStrategy : Strategy
{
private readonly StrategyParam<int> _jmaPeriod;
private readonly StrategyParam<int> _jmaPhase;
private readonly StrategyParam<DataType> _candleType;
private decimal _prevJma;
private decimal _prevPrevJma;
private int _count;
public int JmaPeriod { get => _jmaPeriod.Value; set => _jmaPeriod.Value = value; }
public int JmaPhase { get => _jmaPhase.Value; set => _jmaPhase.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public ColorJVariationStrategy()
{
_jmaPeriod = Param(nameof(JmaPeriod), 12)
.SetGreaterThanZero()
.SetDisplay("JMA Period", "JMA averaging period", "Indicator");
_jmaPhase = Param(nameof(JmaPhase), 100)
.SetDisplay("JMA Phase", "Phase for JMA", "Indicator");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Timeframe for analysis", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevJma = 0;
_prevPrevJma = 0;
_count = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var jma = new JurikMovingAverage
{
Length = JmaPeriod,
Phase = JmaPhase
};
SubscribeCandles(CandleType)
.Bind(jma, ProcessCandle)
.Start();
}
private void ProcessCandle(ICandleMessage candle, decimal jmaValue)
{
if (candle.State != CandleStates.Finished)
return;
_count++;
if (_count < 3)
{
_prevPrevJma = _prevJma;
_prevJma = jmaValue;
return;
}
var turnUp = _prevJma < _prevPrevJma && jmaValue > _prevJma;
var turnDown = _prevJma > _prevPrevJma && jmaValue < _prevJma;
if (turnUp && Position <= 0)
{
if (Position < 0) BuyMarket();
BuyMarket();
}
else if (turnDown && Position >= 0)
{
if (Position > 0) SellMarket();
SellMarket();
}
_prevPrevJma = _prevJma;
_prevJma = jmaValue;
}
}
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 JurikMovingAverage
from StockSharp.Algo.Strategies import Strategy
class color_j_variation_strategy(Strategy):
"""
Strategy based on Jurik moving average slope reversals.
Buys when JMA turns up, sells when JMA turns down.
"""
def __init__(self):
super(color_j_variation_strategy, self).__init__()
self._jma_period = self.Param("JmaPeriod", 12) \
.SetDisplay("JMA Period", "JMA averaging period", "Indicator")
self._jma_phase = self.Param("JmaPhase", 100) \
.SetDisplay("JMA Phase", "Phase for JMA", "Indicator")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Timeframe for analysis", "General")
self._prev_jma = 0.0
self._prev_prev_jma = 0.0
self._count = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(color_j_variation_strategy, self).OnReseted()
self._prev_jma = 0.0
self._prev_prev_jma = 0.0
self._count = 0
def OnStarted2(self, time):
super(color_j_variation_strategy, self).OnStarted2(time)
jma = JurikMovingAverage()
jma.Length = self._jma_period.Value
jma.Phase = self._jma_phase.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(jma, self.on_process).Start()
def on_process(self, candle, jma_val):
if candle.State != CandleStates.Finished:
return
self._count += 1
if self._count < 3:
self._prev_prev_jma = self._prev_jma
self._prev_jma = jma_val
return
turn_up = self._prev_jma < self._prev_prev_jma and jma_val > self._prev_jma
turn_down = self._prev_jma > self._prev_prev_jma and jma_val < self._prev_jma
if turn_up and self.Position <= 0:
if self.Position < 0:
self.BuyMarket()
self.BuyMarket()
elif turn_down and self.Position >= 0:
if self.Position > 0:
self.SellMarket()
self.SellMarket()
self._prev_prev_jma = self._prev_jma
self._prev_jma = jma_val
def CreateClone(self):
return color_j_variation_strategy()