ColorJFatl Digit 策略
该策略利用 Jurik 移动平均线 (JMA) 的斜率方向来生成交易信号。JMA 近似于原始 MQL5 专家中的 "ColorJFatl_Digit" 指标。当 JMA 向上转折时开多单,向下转折时开空单。斜率反向时平掉相反头寸。
系统可双向交易,默认不使用硬性止损。适用于利用平滑自适应均线捕捉趋势变化的工具。
细节
- 入场条件:
- 多头: JMA 斜率从负转正。
- 空头: JMA 斜率从正转负。
- 多空方向: 双向。
- 出场条件:
- 多头: JMA 斜率转为负值。
- 空头: JMA 斜率转为正值。
- 止损: 默认无。
- 默认参数:
JMA Length= 5Timeframe= 4 小时
- 筛选器:
- 类别: 趋势跟随
- 方向: 双向
- 指标: 单一
- 止损: 否
- 复杂度: 简单
- 时间框架: 中期
- 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>
/// Strategy based on the slope changes of Jurik Moving Average (JMA).
/// Opens long when JMA turns up, opens short when JMA turns down.
/// </summary>
public class ColorJFatlDigitStrategy : Strategy
{
private readonly StrategyParam<int> _jmaLength;
private readonly StrategyParam<DataType> _candleType;
private decimal? _prevJma;
private decimal? _prevSlope;
public int JmaLength { get => _jmaLength.Value; set => _jmaLength.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public ColorJFatlDigitStrategy()
{
_jmaLength = Param(nameof(JmaLength), 5)
.SetGreaterThanZero()
.SetDisplay("JMA Length", "Period for Jurik Moving Average", "Parameters");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Timeframe of indicator", "Parameters");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevJma = null;
_prevSlope = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_prevJma = null;
_prevSlope = null;
var jma = new JurikMovingAverage { Length = JmaLength };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(jma, Process)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, jma);
DrawOwnTrades(area);
}
}
private void Process(ICandleMessage candle, decimal jmaValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
var slope = _prevJma is decimal prev ? jmaValue - prev : (decimal?)null;
if (slope is decimal s && _prevSlope is decimal ps)
{
// JMA slope turns positive -> buy
if (ps <= 0m && s > 0m && Position <= 0)
BuyMarket();
// JMA slope turns negative -> sell
else if (ps >= 0m && s < 0m && Position >= 0)
SellMarket();
}
_prevSlope = slope;
_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_fatl_digit_strategy(Strategy):
def __init__(self):
super(color_j_fatl_digit_strategy, self).__init__()
self._jma_length = self.Param("JmaLength", 5) \
.SetDisplay("JMA Length", "Period for Jurik Moving Average", "Parameters")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Timeframe of indicator", "Parameters")
self._prev_jma = None
self._prev_slope = None
@property
def jma_length(self):
return self._jma_length.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(color_j_fatl_digit_strategy, self).OnReseted()
self._prev_jma = None
self._prev_slope = None
def OnStarted2(self, time):
super(color_j_fatl_digit_strategy, self).OnStarted2(time)
self._prev_jma = None
self._prev_slope = None
jma = JurikMovingAverage()
jma.Length = self.jma_length
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(jma, self.process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, jma)
self.DrawOwnTrades(area)
def process_candle(self, candle, jma_value):
if candle.State != CandleStates.Finished:
return
jma_value = float(jma_value)
slope = None
if self._prev_jma is not None:
slope = jma_value - self._prev_jma
if slope is not None and self._prev_slope is not None:
if self._prev_slope <= 0 and slope > 0 and self.Position <= 0:
self.BuyMarket()
elif self._prev_slope >= 0 and slope < 0 and self.Position >= 0:
self.SellMarket()
self._prev_slope = slope
self._prev_jma = jma_value
def CreateClone(self):
return color_j_fatl_digit_strategy()