Donchain Counter 策略
概述
Donchain Counter 策略是将 MQL5 专家顾问 “Donchain counter”(作者 Michal Rutka)迁移到 StockSharp 的实现。策略关注 Donchian 通道的扩张来捕捉突破行情,并在价格离开通道一定距离后,把止损沿着相反的通道边界进行跟踪。为了与原始脚本保持一致,每 24 小时只能开仓一次。
交易逻辑
多头开仓
- 只在所选周期(默认 H1)的完整 K 线收盘后评估信号。
- 如果上一根 K 线 (t-1) 的 Donchian 上轨高于前一根 K 线 (t-2) 的上轨,说明通道向上突破,立即以市价买入。
- 初始止损设置在当前的 Donchian 下轨。
空头开仓
- 如果上一根 K 线 (t-1) 的 Donchian 下轨低于前一根 K 线 (t-2) 的下轨,说明通道向下突破,立即以市价卖出。
- 初始止损设置在当前的 Donchian 上轨。
交易冷却
- 每次新开仓都会记录时间,在
TradeCooldown(默认 24 小时)过去之前禁止再次开仓,从而复现原策略“一天最多一笔交易”的限制。
跟踪与平仓
- 只有当价格至少离相反的通道边界
BufferSteps个最小价格步长时,才激活跟踪止损(MQL 中使用 50 点)。 - 多头:激活后将止损移动到当前的 Donchian 下轨;若后续某根 K 线的最低价触及该水平,则以市价卖出平仓。
- 空头:激活后将止损移动到当前的 Donchian 上轨;若某根 K 线的最高价到达该水平,则以市价买入平仓。
- 被止损平仓后,策略会等待下一次信号并检查冷却时间,再决定是否重新入场。
风险控制
- 始终只持有一个仓位,仓位大小由
Volume参数决定。 - 没有固定的止盈目标,所有离场动作都由 Donchian 通道的跟踪规则触发。
参数
| 名称 | 说明 | 默认值 |
|---|---|---|
Volume |
每次下单的数量。 | 1 |
ChannelPeriod |
Donchian 通道的回溯周期。 | 20 |
BufferSteps |
价格在相反通道之外需要移动的最小步长数,达到后才启动跟踪止损。 | 50 |
TradeCooldown |
连续开仓之间的最短时间。 | 1 天 |
CandleType |
用于分析的 K 线类型(默认 1 小时)。 | 1h |
指标
- Donchian Channels —— 上下轨既提供突破信号,也作为跟踪止损的参考水平。
注意事项
- 请使用具有合理
PriceStep的品种,保证BufferSteps对应的价格距离有效;若未提供价格步长,策略默认使用 0.0001。 - 策略不会同时持有多头与空头仓位,反向交易前必须平掉原有仓位。
- 如果环境支持图表渲染,将自动绘制价格 K 线、Donchian 通道以及策略成交点位。
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>
/// Donchain Counter strategy converted from MQL5 Donchain counter expert advisor.
/// Tracks Donchian channel expansions for entries and trails stops along the channel bands.
/// </summary>
public class DonchainCounterStrategy : Strategy
{
private readonly StrategyParam<int> _channelPeriod;
private readonly StrategyParam<int> _bufferSteps;
private readonly StrategyParam<TimeSpan> _tradeCooldown;
private readonly StrategyParam<DataType> _candleType;
private DonchianChannels _donchian = null!;
private decimal _priceStep;
private decimal _tolerance;
private decimal _currentUpper;
private decimal _currentLower;
private decimal _previousUpper;
private decimal _previousLower;
private decimal _earlierUpper;
private decimal _earlierLower;
private decimal? _longStopLevel;
private decimal? _shortStopLevel;
private DateTimeOffset? _lastTradeTime;
/// <summary>
/// Initializes a new instance of <see cref="DonchainCounterStrategy"/>.
/// </summary>
public DonchainCounterStrategy()
{
_channelPeriod = Param(nameof(ChannelPeriod), 20)
.SetGreaterThanZero()
.SetDisplay("Donchian Period", "Lookback period for Donchian Channel", "Indicators")
.SetOptimize(10, 40, 5);
_bufferSteps = Param(nameof(BufferSteps), 50)
.SetGreaterThanZero()
.SetDisplay("Buffer Steps", "Minimum price steps before trailing stop activates", "Risk");
_tradeCooldown = Param(nameof(TradeCooldown), TimeSpan.FromMinutes(30))
.SetDisplay("Trade Cooldown", "Minimum waiting time between new entries", "Risk Management");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(1).TimeFrame())
.SetDisplay("Candle Type", "Candle series used for Donchian evaluation", "General");
}
/// <summary>
/// Donchian channel lookback period.
/// </summary>
public int ChannelPeriod
{
get => _channelPeriod.Value;
set => _channelPeriod.Value = value;
}
/// <summary>
/// Number of price steps that price must move beyond the opposite band before trailing starts.
/// </summary>
public int BufferSteps
{
get => _bufferSteps.Value;
set => _bufferSteps.Value = value;
}
/// <summary>
/// Minimum cooldown between new trades.
/// </summary>
public TimeSpan TradeCooldown
{
get => _tradeCooldown.Value;
set => _tradeCooldown.Value = value;
}
/// <summary>
/// Candle type for indicator calculations.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_donchian = null!;
_priceStep = 0m;
_tolerance = 0m;
_currentUpper = 0m;
_currentLower = 0m;
_previousUpper = 0m;
_previousLower = 0m;
_earlierUpper = 0m;
_earlierLower = 0m;
_longStopLevel = null;
_shortStopLevel = null;
_lastTradeTime = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_priceStep = Security?.PriceStep ?? 0m;
if (_priceStep <= 0m)
{
_priceStep = 0.0001m;
}
_tolerance = _priceStep / 2m;
_donchian = new DonchianChannels
{
Length = ChannelPeriod
};
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(ProcessDonchianRaw)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ProcessDonchianRaw(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
var donchianValue = _donchian.Process(candle);
if (donchianValue.IsEmpty || !_donchian.IsFormed)
return;
var value = (DonchianChannelsValue)donchianValue;
if (value.UpperBand is not decimal upperBand || value.LowerBand is not decimal lowerBand)
return;
_currentUpper = upperBand;
_currentLower = lowerBand;
var hadPosition = Position != 0m;
if (hadPosition)
{
ManageExistingPosition(candle);
UpdateHistory();
return;
}
TryOpenPosition(candle);
UpdateHistory();
}
private void ManageExistingPosition(ICandleMessage candle)
{
// Buffer converts the point-based activation threshold into price units.
var buffer = BufferSteps * _priceStep;
if (Position > 0m)
{
// Activate or advance the trailing stop once price moves far enough from the lower band.
if (candle.HighPrice > _currentLower + buffer)
{
if (!_longStopLevel.HasValue || _longStopLevel.Value < _currentLower - _tolerance)
{
_longStopLevel = _currentLower;
// Log: $"Updated long stop to {_longStopLevel.Value}");
}
}
// Exit the long position when price falls back through the protected band.
if (_longStopLevel.HasValue && candle.LowPrice <= _longStopLevel.Value + _tolerance)
{
SellMarket(Position);
// Log: $"Long exit triggered at {_longStopLevel.Value}");
_longStopLevel = null;
}
}
else if (Position < 0m)
{
// Activate or advance the trailing stop once price moves far enough from the upper band.
if (candle.LowPrice < _currentUpper - buffer)
{
if (!_shortStopLevel.HasValue || _shortStopLevel.Value > _currentUpper + _tolerance)
{
_shortStopLevel = _currentUpper;
// Log: $"Updated short stop to {_shortStopLevel.Value}");
}
}
// Exit the short position when price rallies back to the protected band.
if (_shortStopLevel.HasValue && candle.HighPrice >= _shortStopLevel.Value - _tolerance)
{
BuyMarket(Math.Abs(Position));
// Log: $"Short exit triggered at {_shortStopLevel.Value}");
_shortStopLevel = null;
}
}
else
{
_longStopLevel = null;
_shortStopLevel = null;
}
}
private void TryOpenPosition(ICandleMessage candle)
{
// Require at least two completed Donchian samples for breakout comparisons.
if (_previousUpper == 0m || _earlierUpper == 0m || _previousLower == 0m || _earlierLower == 0m)
{
return;
}
var now = candle.CloseTime;
if (_lastTradeTime.HasValue && now - _lastTradeTime.Value < TradeCooldown)
{
return;
}
// Long entry when the upper Donchian band expanded on the previous bar.
if (_previousUpper > _earlierUpper && !AreClose(_previousUpper, _earlierUpper))
{
BuyMarket(Volume);
_longStopLevel = _currentLower;
_lastTradeTime = now;
// Log: $"Long entry at {candle.ClosePrice} with stop {_currentLower}");
return;
}
// Short entry when the lower Donchian band contracted on the previous bar.
if (_previousLower < _earlierLower && !AreClose(_previousLower, _earlierLower))
{
SellMarket(Volume);
_shortStopLevel = _currentUpper;
_lastTradeTime = now;
// Log: $"Short entry at {candle.ClosePrice} with stop {_currentUpper}");
}
}
private void UpdateHistory()
{
_earlierUpper = _previousUpper;
_earlierLower = _previousLower;
_previousUpper = _currentUpper;
_previousLower = _currentLower;
}
private bool AreClose(decimal first, decimal second)
{
return Math.Abs(first - second) <= _tolerance;
}
/// <inheritdoc />
protected override void OnPositionReceived(Position position)
{
base.OnPositionReceived(position);
if (Position == 0m)
{
_longStopLevel = null;
_shortStopLevel = null;
}
else if (Position > 0m)
{
_shortStopLevel = null;
}
else
{
_longStopLevel = null;
}
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from StockSharp.Algo.Indicators import DonchianChannels, CandleIndicatorValue
from StockSharp.Algo.Strategies import Strategy
from StockSharp.Messages import DataType, CandleStates
from System import TimeSpan, Math
class donchain_counter_strategy(Strategy):
def __init__(self):
super(donchain_counter_strategy, self).__init__()
self._channel_period = self.Param("ChannelPeriod", 20)
self._buffer_steps = self.Param("BufferSteps", 50)
self._trade_cooldown = self.Param("TradeCooldown", TimeSpan.FromMinutes(30))
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(1)))
self._donchian = None
self._price_step = 0.0
self._tolerance = 0.0
self._current_upper = 0.0
self._current_lower = 0.0
self._previous_upper = 0.0
self._previous_lower = 0.0
self._earlier_upper = 0.0
self._earlier_lower = 0.0
self._long_stop = None
self._short_stop = None
self._last_trade_time = None
@property
def CandleType(self):
return self._candle_type.Value
def OnStarted2(self, time):
super(donchain_counter_strategy, self).OnStarted2(time)
self._price_step = float(self.Security.PriceStep) if self.Security is not None and self.Security.PriceStep is not None else 0.0001
if self._price_step <= 0:
self._price_step = 0.0001
self._tolerance = self._price_step / 2.0
self._donchian = DonchianChannels()
self._donchian.Length = self._channel_period.Value
sub = self.SubscribeCandles(self.CandleType)
sub.Bind(self._process_candle).Start()
def _process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
civ = CandleIndicatorValue(self._donchian, candle)
civ.IsFinal = True
result = self._donchian.Process(civ)
if result.IsEmpty or not self._donchian.IsFormed:
return
ub = result.UpperBand
lb = result.LowerBand
if ub is None or lb is None:
return
self._current_upper = float(ub)
self._current_lower = float(lb)
if self.Position != 0:
self._manage_position(candle)
self._update_history()
return
self._try_open(candle)
self._update_history()
def _manage_position(self, candle):
buffer = self._buffer_steps.Value * self._price_step
if self.Position > 0:
if float(candle.HighPrice) > self._current_lower + buffer:
if self._long_stop is None or self._long_stop < self._current_lower - self._tolerance:
self._long_stop = self._current_lower
if self._long_stop is not None and float(candle.LowPrice) <= self._long_stop + self._tolerance:
self.SellMarket(self.Position)
self._long_stop = None
elif self.Position < 0:
if float(candle.LowPrice) < self._current_upper - buffer:
if self._short_stop is None or self._short_stop > self._current_upper + self._tolerance:
self._short_stop = self._current_upper
if self._short_stop is not None and float(candle.HighPrice) >= self._short_stop - self._tolerance:
self.BuyMarket(abs(self.Position))
self._short_stop = None
def _try_open(self, candle):
if self._previous_upper == 0 or self._earlier_upper == 0 or self._previous_lower == 0 or self._earlier_lower == 0:
return
now = candle.CloseTime
if self._last_trade_time is not None and (now - self._last_trade_time) < self._trade_cooldown.Value:
return
if self._previous_upper > self._earlier_upper and not self._are_close(self._previous_upper, self._earlier_upper):
self.BuyMarket(self.Volume)
self._long_stop = self._current_lower
self._last_trade_time = now
return
if self._previous_lower < self._earlier_lower and not self._are_close(self._previous_lower, self._earlier_lower):
self.SellMarket(self.Volume)
self._short_stop = self._current_upper
self._last_trade_time = now
def _update_history(self):
self._earlier_upper = self._previous_upper
self._earlier_lower = self._previous_lower
self._previous_upper = self._current_upper
self._previous_lower = self._current_lower
def _are_close(self, first, second):
return abs(first - second) <= self._tolerance
def OnReseted(self):
super(donchain_counter_strategy, self).OnReseted()
self._current_upper = 0.0
self._current_lower = 0.0
self._previous_upper = 0.0
self._previous_lower = 0.0
self._earlier_upper = 0.0
self._earlier_lower = 0.0
self._long_stop = None
self._short_stop = None
self._last_trade_time = None
def CreateClone(self):
return donchain_counter_strategy()