Arpit Bollinger Band 策略
布林带突破策略。监控两根K线前收盘价是否突破布林带,若当前价格突破该K线的极值则入场。
- 指标: 布林带(EMA 20,偏差 1.5)
- 入场: 若两根K线前收盘价低于下轨且当前最高价突破该K线最高价,则做多;若收盘价高于上轨且当前最低价跌破该K线最低价,则做空。
- 止盈止损: 止损放在当前K线范围之外并加5%缓冲,止盈按照风险回报比计算。
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>
/// Bollinger Band strategy - buys when price crosses below lower band (reversal),
/// sells when price crosses above upper band (reversal). Uses cooldown between trades.
/// </summary>
public class ArpitBollingerBandStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _bollingerLength;
private readonly StrategyParam<decimal> _bollingerMultiplier;
private readonly StrategyParam<int> _cooldownBars;
private decimal _prevClose;
private decimal _prevUpper;
private decimal _prevLower;
private int _barIndex;
private int _lastTradeBar;
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Bollinger Bands length.
/// </summary>
public int BollingerLength
{
get => _bollingerLength.Value;
set => _bollingerLength.Value = value;
}
/// <summary>
/// Bollinger Bands standard deviation multiplier.
/// </summary>
public decimal BollingerMultiplier
{
get => _bollingerMultiplier.Value;
set => _bollingerMultiplier.Value = value;
}
/// <summary>
/// Cooldown bars between trades.
/// </summary>
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public ArpitBollingerBandStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
_bollingerLength = Param(nameof(BollingerLength), 20)
.SetGreaterThanZero()
.SetDisplay("Length", "Bollinger Bands length", "Bollinger");
_bollingerMultiplier = Param(nameof(BollingerMultiplier), 2.0m)
.SetGreaterThanZero()
.SetDisplay("Multiplier", "StdDev multiplier", "Bollinger");
_cooldownBars = Param(nameof(CooldownBars), 350)
.SetDisplay("Cooldown Bars", "Bars between trades", "Trading");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevClose = 0;
_prevUpper = 0;
_prevLower = 0;
_barIndex = 0;
_lastTradeBar = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var bollinger = new BollingerBands
{
Length = BollingerLength,
Width = BollingerMultiplier,
};
var subscription = SubscribeCandles(CandleType);
subscription
.BindEx(bollinger, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, bollinger);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, IIndicatorValue bbValue)
{
if (candle.State != CandleStates.Finished)
return;
_barIndex++;
if (bbValue.IsEmpty)
return;
var bb = (BollingerBandsValue)bbValue;
var upper = bb.UpBand ?? 0m;
var lower = bb.LowBand ?? 0m;
if (upper == 0 || lower == 0)
return;
var cooldownOk = _barIndex - _lastTradeBar > CooldownBars;
// Price crosses below lower band then returns above = buy reversal
var crossUpFromBelow = _prevClose <= _prevLower && _prevLower > 0 && candle.ClosePrice > lower;
// Price crosses above upper band then returns below = sell reversal
var crossDownFromAbove = _prevClose >= _prevUpper && _prevUpper > 0 && candle.ClosePrice < upper;
if (crossUpFromBelow && Position <= 0 && cooldownOk)
{
BuyMarket();
_lastTradeBar = _barIndex;
}
else if (crossDownFromAbove && Position >= 0 && cooldownOk)
{
SellMarket();
_lastTradeBar = _barIndex;
}
_prevClose = candle.ClosePrice;
_prevUpper = upper;
_prevLower = lower;
}
}
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 BollingerBands
from StockSharp.Algo.Strategies import Strategy
class arpit_bollinger_band_strategy(Strategy):
"""Bollinger Band reversal strategy.
Buys when price crosses below lower band then returns above.
Sells when price crosses above upper band then returns below.
"""
def __init__(self):
super(arpit_bollinger_band_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(1))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._bollinger_length = self.Param("BollingerLength", 20) \
.SetDisplay("Length", "Bollinger Bands length", "Bollinger")
self._bollinger_multiplier = self.Param("BollingerMultiplier", 2.0) \
.SetDisplay("Multiplier", "StdDev multiplier", "Bollinger")
self._cooldown_bars = self.Param("CooldownBars", 350) \
.SetDisplay("Cooldown Bars", "Bars between trades", "Trading")
self._prev_close = 0.0
self._prev_upper = 0.0
self._prev_lower = 0.0
self._bar_index = 0
self._last_trade_bar = 0
@property
def CandleType(self):
return self._candle_type.Value
def OnReseted(self):
super(arpit_bollinger_band_strategy, self).OnReseted()
self._prev_close = 0.0
self._prev_upper = 0.0
self._prev_lower = 0.0
self._bar_index = 0
self._last_trade_bar = 0
def OnStarted2(self, time):
super(arpit_bollinger_band_strategy, self).OnStarted2(time)
bollinger = BollingerBands()
bollinger.Length = self._bollinger_length.Value
bollinger.Width = self._bollinger_multiplier.Value
subscription = self.SubscribeCandles(self.CandleType)
subscription.BindEx(bollinger, self.ProcessCandle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, bollinger)
self.DrawOwnTrades(area)
def ProcessCandle(self, candle, bb_value):
if candle.State != CandleStates.Finished:
return
self._bar_index += 1
if bb_value.IsEmpty:
return
upper = bb_value.UpBand
lower = bb_value.LowBand
if upper is None or lower is None:
return
upper = float(upper)
lower = float(lower)
if upper == 0 or lower == 0:
return
close = float(candle.ClosePrice)
cooldown_ok = self._bar_index - self._last_trade_bar > self._cooldown_bars.Value
cross_up_from_below = self._prev_close <= self._prev_lower and self._prev_lower > 0 and close > lower
cross_down_from_above = self._prev_close >= self._prev_upper and self._prev_upper > 0 and close < upper
if cross_up_from_below and self.Position <= 0 and cooldown_ok:
self.BuyMarket()
self._last_trade_bar = self._bar_index
elif cross_down_from_above and self.Position >= 0 and cooldown_ok:
self.SellMarket()
self._last_trade_bar = self._bar_index
self._prev_close = close
self._prev_upper = upper
self._prev_lower = lower
def CreateClone(self):
return arpit_bollinger_band_strategy()