RobotPower M5 策略
该策略在5分钟K线图上结合 Bulls Power 和 Bears Power 指标。 当两者之和穿越零轴时开仓,并通过固定目标和跟踪止损退出。
工作原理
- 指标:Bulls Power 与 Bears Power,周期均为
BullBearPeriod。 - 时间周期:默认使用5分钟K线 (
CandleType)。
入场规则
- 做多:当
BullsPower + BearsPower > 0且没有持仓时市价买入。 - 做空:当
BullsPower + BearsPower < 0且没有持仓时市价卖出。
出场规则
- 止盈:价格朝持仓方向移动
TakeProfit单位时平仓。 - 止损:价格逆势移动
StopLoss单位时平仓。 - 跟踪止损:开仓后当价格超过
TrailingStep的两倍时,止损向盈利方向移动TrailingStep。
参数
BullBearPeriod– Bulls Power 和 Bears Power 的计算周期。TrailingStep– 跟踪止损移动的步长。TakeProfit– 开仓价到止盈价的距离。StopLoss– 开仓价到止损价的距离。CandleType– 用于计算信号的K线时间周期。
仓位大小
使用策略的 Volume 属性作为下单数量。
说明
本策略示例展示了如何将 MQL 策略转换为 StockSharp API,仅用于学习目的。
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>
/// Bulls and Bears Power crossover strategy with trailing stop.
/// Buys when Bulls Power plus Bears Power is positive and sells when negative.
/// Applies fixed take profit and stop loss with trailing adjustment.
/// </summary>
public class RobotPowerM5Strategy : Strategy
{
private readonly StrategyParam<int> _bullBearPeriod;
private readonly StrategyParam<decimal> _trailingStep;
private readonly StrategyParam<decimal> _takeProfit;
private readonly StrategyParam<decimal> _stopLoss;
private readonly StrategyParam<DataType> _candleType;
private decimal _stopPrice;
private decimal _takePrice;
/// <summary>
/// Period for Bulls Power and Bears Power.
/// </summary>
public int BullBearPeriod
{
get => _bullBearPeriod.Value;
set => _bullBearPeriod.Value = value;
}
/// <summary>
/// Trailing step distance.
/// </summary>
public decimal TrailingStep
{
get => _trailingStep.Value;
set => _trailingStep.Value = value;
}
/// <summary>
/// Take profit distance in price units.
/// </summary>
public decimal TakeProfit
{
get => _takeProfit.Value;
set => _takeProfit.Value = value;
}
/// <summary>
/// Stop loss distance in price units.
/// </summary>
public decimal StopLoss
{
get => _stopLoss.Value;
set => _stopLoss.Value = value;
}
/// <summary>
/// Candle type used for calculations.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Initializes a new instance of <see cref="RobotPowerM5Strategy"/>.
/// </summary>
public RobotPowerM5Strategy()
{
_bullBearPeriod = Param(nameof(BullBearPeriod), 5)
.SetGreaterThanZero()
.SetDisplay("Bull/Bear Period", "Bulls and Bears Power period", "Indicators");
_trailingStep = Param(nameof(TrailingStep), 10m)
.SetGreaterThanZero()
.SetDisplay("Trailing Step", "Trailing stop step size", "Risk");
_takeProfit = Param(nameof(TakeProfit), 150m)
.SetGreaterThanZero()
.SetDisplay("Take Profit", "Take profit distance", "Risk");
_stopLoss = Param(nameof(StopLoss), 105m)
.SetGreaterThanZero()
.SetDisplay("Stop Loss", "Stop loss distance", "Risk");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Candle timeframe", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_stopPrice = 0m;
_takePrice = 0m;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_stopPrice = 0m;
_takePrice = 0m;
var bulls = new BullPower { Length = BullBearPeriod };
var bears = new BearPower { Length = BullBearPeriod };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(bulls, bears, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, bulls);
DrawIndicator(area, bears);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal bullsValue, decimal bearsValue)
{
if (candle.State != CandleStates.Finished)
return;
var sum = bullsValue + bearsValue;
if (Position == 0)
{
if (sum > 0)
{
BuyMarket();
_stopPrice = candle.ClosePrice - StopLoss;
_takePrice = candle.ClosePrice + TakeProfit;
}
else if (sum < 0)
{
SellMarket();
_stopPrice = candle.ClosePrice + StopLoss;
_takePrice = candle.ClosePrice - TakeProfit;
}
return;
}
if (Position > 0)
{
if (candle.LowPrice <= _stopPrice || candle.HighPrice >= _takePrice)
{
SellMarket();
_stopPrice = 0m;
_takePrice = 0m;
return;
}
if (candle.ClosePrice - _stopPrice > 2 * TrailingStep)
_stopPrice = candle.ClosePrice - TrailingStep;
}
else if (Position < 0)
{
if (candle.HighPrice >= _stopPrice || candle.LowPrice <= _takePrice)
{
BuyMarket();
_stopPrice = 0m;
_takePrice = 0m;
return;
}
if (_stopPrice - candle.ClosePrice > 2 * TrailingStep)
_stopPrice = candle.ClosePrice + TrailingStep;
}
}
}
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 BullPower, BearPower
from StockSharp.Algo.Strategies import Strategy
class robot_power_m5_strategy(Strategy):
def __init__(self):
super(robot_power_m5_strategy, self).__init__()
self._bb_period = self.Param("BullBearPeriod", 5).SetGreaterThanZero().SetDisplay("Bull/Bear Period", "Bulls and Bears Power period", "Indicators")
self._trailing_step = self.Param("TrailingStep", 10.0).SetGreaterThanZero().SetDisplay("Trailing Step", "Trailing stop step", "Risk")
self._tp = self.Param("TakeProfit", 150.0).SetGreaterThanZero().SetDisplay("Take Profit", "TP distance", "Risk")
self._sl = self.Param("StopLoss", 105.0).SetGreaterThanZero().SetDisplay("Stop Loss", "SL distance", "Risk")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))).SetDisplay("Candle Type", "Candle timeframe", "General")
@property
def CandleType(self): return self._candle_type.Value
@CandleType.setter
def CandleType(self, value): self._candle_type.Value = value
def OnReseted(self):
super(robot_power_m5_strategy, self).OnReseted()
self._stop_price = 0
self._take_price = 0
def OnStarted2(self, time):
super(robot_power_m5_strategy, self).OnStarted2(time)
self._stop_price = 0
self._take_price = 0
bulls = BullPower()
bulls.Length = self._bb_period.Value
bears = BearPower()
bears.Length = self._bb_period.Value
sub = self.SubscribeCandles(self.CandleType)
sub.Bind(bulls, bears, self.OnProcess).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, sub)
self.DrawIndicator(area, bulls)
self.DrawIndicator(area, bears)
self.DrawOwnTrades(area)
def OnProcess(self, candle, bulls_val, bears_val):
if candle.State != CandleStates.Finished:
return
total = bulls_val + bears_val
close = candle.ClosePrice
if self.Position == 0:
if total > 0:
self.BuyMarket()
self._stop_price = close - self._sl.Value
self._take_price = close + self._tp.Value
elif total < 0:
self.SellMarket()
self._stop_price = close + self._sl.Value
self._take_price = close - self._tp.Value
return
if self.Position > 0:
if candle.LowPrice <= self._stop_price or candle.HighPrice >= self._take_price:
self.SellMarket()
self._stop_price = 0
self._take_price = 0
return
if close - self._stop_price > 2 * self._trailing_step.Value:
self._stop_price = close - self._trailing_step.Value
elif self.Position < 0:
if candle.HighPrice >= self._stop_price or candle.LowPrice <= self._take_price:
self.BuyMarket()
self._stop_price = 0
self._take_price = 0
return
if self._stop_price - close > 2 * self._trailing_step.Value:
self._stop_price = close + self._trailing_step.Value
def CreateClone(self):
return robot_power_m5_strategy()