Scalpel EA 策略
该策略是原始 MetaTrader 版本 Scalpel EA 的简化移植。 策略通过在主时间框架上使用商品通道指数(CCI)并结合 多个更高时间框架的突破确认来进行交易。
逻辑
- 指标 – 在主时间框架上计算 CCI,仅当 CCI 处于 可配置的零值附近区间时才允许交易。
- 趋势确认 – 对 30 分钟、1 小时和 4 小时的最新蜡烛
高低点与前一根蜡烛比较:
- 做多需要三个时间框架的低点逐步抬高;
- 做空需要三个时间框架的高点逐步降低。
- 突破入场 – 当主蜡烛的收盘价突破上一根蜡烛的 高点(做多)或低点(做空)时触发交易。
- 风险控制 – 通过
StartProtection设定固定的 止盈和止损,单位为价格。
参数
| 名称 | 说明 |
|---|---|
CciPeriod |
CCI 指标周期。 |
CciLimit |
CCI 绝对阈值,仅在 ±阈值内允许进场。 |
TakeProfit |
以价格单位表示的止盈。 |
StopLoss |
以价格单位表示的止损。 |
CandleType |
主交易时间框架,默认为 1 分钟。 |
备注
- 策略会额外订阅 30 分钟、1 小时和 4 小时的蜡烛,以评估更高时间框架趋势。
- 交易量使用基类
Strategy.Volume属性。 - 同一时间只会持有一个仓位,反向信号会平掉当前仓位并开立新仓。
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>
/// Simplified version of Scalpel EA using multi-timeframe breakout with CCI filter.
/// </summary>
public class ScalpelEaStrategy : Strategy
{
private readonly StrategyParam<int> _cciPeriod;
private readonly StrategyParam<decimal> _cciLimit;
private readonly StrategyParam<decimal> _takeProfit;
private readonly StrategyParam<decimal> _stopLoss;
private readonly StrategyParam<DataType> _candleType;
private CommodityChannelIndex _cci = null!;
private decimal _prevHighMain;
private decimal _prevLowMain;
private decimal _prevHighH4, _prevLowH4, _currHighH4, _currLowH4;
private decimal _prevHighH1, _prevLowH1, _currHighH1, _currLowH1;
private decimal _prevHighM30, _prevLowM30, _currHighM30, _currLowM30;
/// <summary>
/// CCI period.
/// </summary>
public int CciPeriod
{
get => _cciPeriod.Value;
set => _cciPeriod.Value = value;
}
/// <summary>
/// Threshold for CCI entries.
/// </summary>
public decimal CciLimit
{
get => _cciLimit.Value;
set => _cciLimit.Value = value;
}
/// <summary>
/// Take profit in price units.
/// </summary>
public decimal TakeProfit
{
get => _takeProfit.Value;
set => _takeProfit.Value = value;
}
/// <summary>
/// Stop loss in price units.
/// </summary>
public decimal StopLoss
{
get => _stopLoss.Value;
set => _stopLoss.Value = value;
}
/// <summary>
/// Primary candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Initializes a new instance of the strategy.
/// </summary>
public ScalpelEaStrategy()
{
_cciPeriod = Param(nameof(CciPeriod), 15)
.SetGreaterThanZero()
.SetDisplay("CCI Period", "Period of CCI indicator", "Indicators")
.SetOptimize(5, 40, 5);
_cciLimit = Param(nameof(CciLimit), 100m)
.SetDisplay("CCI Limit", "CCI threshold for entries", "Indicators")
.SetOptimize(1m, 10m, 1m);
_takeProfit = Param(nameof(TakeProfit), 30m)
.SetDisplay("Take Profit", "Take profit in price units", "Risk")
.SetOptimize(10m, 100m, 10m);
_stopLoss = Param(nameof(StopLoss), 21m)
.SetDisplay("Stop Loss", "Stop loss in price units", "Risk")
.SetOptimize(10m, 100m, 10m);
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(30).TimeFrame())
.SetDisplay("Candle Type", "Primary timeframe", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
yield return (Security, CandleType);
yield return (Security, TimeSpan.FromMinutes(30).TimeFrame());
yield return (Security, TimeSpan.FromHours(1).TimeFrame());
yield return (Security, TimeSpan.FromHours(4).TimeFrame());
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_cci?.Reset();
_prevHighMain = _prevLowMain = 0m;
_prevHighH4 = _prevLowH4 = _currHighH4 = _currLowH4 = 0m;
_prevHighH1 = _prevLowH1 = _currHighH1 = _currLowH1 = 0m;
_prevHighM30 = _prevLowM30 = _currHighM30 = _currLowM30 = 0m;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_cci = new CommodityChannelIndex { Length = CciPeriod };
var main = SubscribeCandles(CandleType);
var m30 = SubscribeCandles(TimeSpan.FromMinutes(30).TimeFrame());
var h1 = SubscribeCandles(TimeSpan.FromHours(1).TimeFrame());
var h4 = SubscribeCandles(TimeSpan.FromHours(4).TimeFrame());
main.Bind(_cci, ProcessMain).Start();
m30.Bind(ProcessM30).Start();
h1.Bind(ProcessH1).Start();
h4.Bind(ProcessH4).Start();
StartProtection(
takeProfit: new Unit(TakeProfit, UnitTypes.Absolute),
stopLoss: new Unit(StopLoss, UnitTypes.Absolute)
);
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, main);
DrawIndicator(area, _cci);
DrawOwnTrades(area);
}
}
private void ProcessM30(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
_prevHighM30 = _currHighM30;
_prevLowM30 = _currLowM30;
_currHighM30 = candle.HighPrice;
_currLowM30 = candle.LowPrice;
}
private void ProcessH1(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
_prevHighH1 = _currHighH1;
_prevLowH1 = _currLowH1;
_currHighH1 = candle.HighPrice;
_currLowH1 = candle.LowPrice;
}
private void ProcessH4(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
_prevHighH4 = _currHighH4;
_prevLowH4 = _currLowH4;
_currHighH4 = candle.HighPrice;
_currLowH4 = candle.LowPrice;
}
private void ProcessMain(ICandleMessage candle, decimal cciValue)
{
if (candle.State != CandleStates.Finished)
return;
var cciBuy = cciValue > 0m && cciValue < CciLimit;
var cciSell = cciValue < 0m && -cciValue < CciLimit;
var breakoutHigh = candle.ClosePrice > _prevHighMain;
var breakoutLow = candle.ClosePrice < _prevLowMain;
if (cciBuy &&
_currLowH4 > _prevLowH4 &&
_currLowH1 > _prevLowH1 &&
_currLowM30 > _prevLowM30 &&
breakoutHigh &&
Position <= 0)
{
BuyMarket();
}
else if (cciSell &&
_currHighH4 < _prevHighH4 &&
_currHighH1 < _prevHighH1 &&
_currHighM30 < _prevHighM30 &&
breakoutLow &&
Position >= 0)
{
SellMarket();
}
_prevHighMain = candle.HighPrice;
_prevLowMain = candle.LowPrice;
}
}
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, Unit, UnitTypes
from StockSharp.Algo.Indicators import CommodityChannelIndex
from StockSharp.Algo.Strategies import Strategy
class scalpel_ea_strategy(Strategy):
def __init__(self):
super(scalpel_ea_strategy, self).__init__()
self._cci_period = self.Param("CciPeriod", 15)
self._cci_limit = self.Param("CciLimit", 100.0)
self._take_profit = self.Param("TakeProfit", 30.0)
self._stop_loss = self.Param("StopLoss", 21.0)
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(30)))
self._cci = None
self._prev_high_main = 0.0
self._prev_low_main = 0.0
self._prev_high_h4 = 0.0
self._prev_low_h4 = 0.0
self._curr_high_h4 = 0.0
self._curr_low_h4 = 0.0
self._prev_high_h1 = 0.0
self._prev_low_h1 = 0.0
self._curr_high_h1 = 0.0
self._curr_low_h1 = 0.0
self._prev_high_m30 = 0.0
self._prev_low_m30 = 0.0
self._curr_high_m30 = 0.0
self._curr_low_m30 = 0.0
@property
def CciPeriod(self):
return self._cci_period.Value
@CciPeriod.setter
def CciPeriod(self, value):
self._cci_period.Value = value
@property
def CciLimit(self):
return self._cci_limit.Value
@CciLimit.setter
def CciLimit(self, value):
self._cci_limit.Value = value
@property
def TakeProfit(self):
return self._take_profit.Value
@TakeProfit.setter
def TakeProfit(self, value):
self._take_profit.Value = value
@property
def StopLoss(self):
return self._stop_loss.Value
@StopLoss.setter
def StopLoss(self, value):
self._stop_loss.Value = value
@property
def CandleType(self):
return self._candle_type.Value
@CandleType.setter
def CandleType(self, value):
self._candle_type.Value = value
def OnStarted2(self, time):
super(scalpel_ea_strategy, self).OnStarted2(time)
self._cci = CommodityChannelIndex()
self._cci.Length = self.CciPeriod
main = self.SubscribeCandles(self.CandleType)
m30 = self.SubscribeCandles(DataType.TimeFrame(TimeSpan.FromMinutes(30)))
h1 = self.SubscribeCandles(DataType.TimeFrame(TimeSpan.FromHours(1)))
h4 = self.SubscribeCandles(DataType.TimeFrame(TimeSpan.FromHours(4)))
main.Bind(self._cci, self.ProcessMain).Start()
m30.Bind(self.ProcessM30).Start()
h1.Bind(self.ProcessH1).Start()
h4.Bind(self.ProcessH4).Start()
self.StartProtection(
Unit(self.TakeProfit, UnitTypes.Absolute),
Unit(self.StopLoss, UnitTypes.Absolute))
def ProcessM30(self, candle):
if candle.State != CandleStates.Finished:
return
self._prev_high_m30 = self._curr_high_m30
self._prev_low_m30 = self._curr_low_m30
self._curr_high_m30 = float(candle.HighPrice)
self._curr_low_m30 = float(candle.LowPrice)
def ProcessH1(self, candle):
if candle.State != CandleStates.Finished:
return
self._prev_high_h1 = self._curr_high_h1
self._prev_low_h1 = self._curr_low_h1
self._curr_high_h1 = float(candle.HighPrice)
self._curr_low_h1 = float(candle.LowPrice)
def ProcessH4(self, candle):
if candle.State != CandleStates.Finished:
return
self._prev_high_h4 = self._curr_high_h4
self._prev_low_h4 = self._curr_low_h4
self._curr_high_h4 = float(candle.HighPrice)
self._curr_low_h4 = float(candle.LowPrice)
def ProcessMain(self, candle, cci_value):
if candle.State != CandleStates.Finished:
return
cci_val = float(cci_value)
cci_buy = cci_val > 0.0 and cci_val < float(self.CciLimit)
cci_sell = cci_val < 0.0 and -cci_val < float(self.CciLimit)
breakout_high = float(candle.ClosePrice) > self._prev_high_main
breakout_low = float(candle.ClosePrice) < self._prev_low_main
if (cci_buy
and self._curr_low_h4 > self._prev_low_h4
and self._curr_low_h1 > self._prev_low_h1
and self._curr_low_m30 > self._prev_low_m30
and breakout_high
and self.Position <= 0):
self.BuyMarket()
elif (cci_sell
and self._curr_high_h4 < self._prev_high_h4
and self._curr_high_h1 < self._prev_high_h1
and self._curr_high_m30 < self._prev_high_m30
and breakout_low
and self.Position >= 0):
self.SellMarket()
self._prev_high_main = float(candle.HighPrice)
self._prev_low_main = float(candle.LowPrice)
def OnReseted(self):
super(scalpel_ea_strategy, self).OnReseted()
self._prev_high_main = 0.0
self._prev_low_main = 0.0
self._prev_high_h4 = 0.0
self._prev_low_h4 = 0.0
self._curr_high_h4 = 0.0
self._curr_low_h4 = 0.0
self._prev_high_h1 = 0.0
self._prev_low_h1 = 0.0
self._curr_high_h1 = 0.0
self._curr_low_h1 = 0.0
self._prev_high_m30 = 0.0
self._prev_low_m30 = 0.0
self._curr_high_m30 = 0.0
self._curr_low_m30 = 0.0
def CreateClone(self):
return scalpel_ea_strategy()