Parabolic SAR Bug
Parabolic SAR Bug 策略利用 Parabolic SAR 指标捕捉趋势反转。当 SAR 点位从价格上方翻到下方时开多单,反之开空单。可选的反向模式会反转信号。通过内置的保护模块支持止损、止盈以及可选的跟踪止损。
细节
- 入场条件:Parabolic SAR 方向变化。
- 多空方向:双向。
- 出场条件:相反的 SAR 信号或保护性止损。
- 止损类型:止损、止盈、可选跟踪止损。
- 默认值:
Step= 0.02MaxStep= 0.2StopLossPercent= 2TakeProfitPercent= 1UseTrailingStop= falseReverse= falseCloseOnSar= trueCandleType= TimeSpan.FromMinutes(5)
- 筛选:
- 类别: 趋势
- 方向: 双向
- 指标: Parabolic SAR
- 止损: 止损、止盈
- 复杂度: 基础
- 时间框架: 日内 (5 分钟)
- 季节性: 无
- 神经网络: 无
- 背离: 无
- 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>
/// Parabolic SAR crossover strategy.
/// Buys when price crosses above SAR, sells when price crosses below.
/// </summary>
public class ParabolicSarBugStrategy : Strategy
{
private readonly StrategyParam<decimal> _step;
private readonly StrategyParam<decimal> _maxStep;
private readonly StrategyParam<DataType> _candleType;
private decimal _prevSar;
private decimal _prevClose;
private bool _initialized;
public decimal Step { get => _step.Value; set => _step.Value = value; }
public decimal MaxStep { get => _maxStep.Value; set => _maxStep.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public ParabolicSarBugStrategy()
{
_step = Param(nameof(Step), 0.02m)
.SetDisplay("Step", "Acceleration factor", "Indicator");
_maxStep = Param(nameof(MaxStep), 0.2m)
.SetDisplay("Max Step", "Maximum acceleration", "Indicator");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
protected override void OnReseted()
{
base.OnReseted();
_prevSar = 0;
_prevClose = 0;
_initialized = false;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var sar = new ParabolicSar
{
Acceleration = Step,
AccelerationMax = MaxStep
};
SubscribeCandles(CandleType).Bind(sar, ProcessCandle).Start();
}
private void ProcessCandle(ICandleMessage candle, decimal sarValue)
{
if (candle.State != CandleStates.Finished)
return;
var close = candle.ClosePrice;
if (!_initialized)
{
_prevSar = sarValue;
_prevClose = close;
_initialized = true;
return;
}
var crossUp = close > sarValue && _prevClose <= _prevSar;
var crossDown = close < sarValue && _prevClose >= _prevSar;
if (crossUp && Position <= 0)
{
if (Position < 0) BuyMarket();
BuyMarket();
}
else if (crossDown && Position >= 0)
{
if (Position > 0) SellMarket();
SellMarket();
}
_prevSar = sarValue;
_prevClose = close;
}
}
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 ParabolicSar
from StockSharp.Algo.Strategies import Strategy
class parabolic_sar_bug_strategy(Strategy):
def __init__(self):
super(parabolic_sar_bug_strategy, self).__init__()
self._step = self.Param("Step", 0.02) \
.SetDisplay("Step", "Acceleration factor", "Indicator")
self._max_step = self.Param("MaxStep", 0.2) \
.SetDisplay("Max Step", "Maximum acceleration", "Indicator")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._prev_sar = 0.0
self._prev_close = 0.0
self._initialized = False
@property
def step(self):
return self._step.Value
@property
def max_step(self):
return self._max_step.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(parabolic_sar_bug_strategy, self).OnReseted()
self._prev_sar = 0.0
self._prev_close = 0.0
self._initialized = False
def OnStarted2(self, time):
super(parabolic_sar_bug_strategy, self).OnStarted2(time)
sar = ParabolicSar()
sar.Acceleration = self.step
sar.AccelerationMax = self.max_step
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(sar, self.on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def on_process(self, candle, sar_value):
if candle.State != CandleStates.Finished:
return
close = candle.ClosePrice
if not self._initialized:
self._prev_sar = sar_value
self._prev_close = close
self._initialized = True
return
cross_up = close > sar_value and self._prev_close <= self._prev_sar
cross_down = close < sar_value and self._prev_close >= self._prev_sar
if cross_up and self.Position <= 0:
if self.Position < 0:
self.BuyMarket()
self.BuyMarket()
elif cross_down and self.Position >= 0:
if self.Position > 0:
self.SellMarket()
self.SellMarket()
self._prev_sar = sar_value
self._prev_close = close
def CreateClone(self):
return parabolic_sar_bug_strategy()