TradingView Supertrend 翻转
策略模拟流行的Supertrend指标颜色翻转,结合成交量确认。指标从红转绿时做多,从绿转红时做空,下一次翻转即平仓。使用成交量过滤可在交易清淡时避免震荡,只在有量支撑的翻转中入场,力求捕捉更可靠的反转。
测试表明年均收益约为 79%,该策略在股票市场表现最佳。
详情
- 入场条件: 基于 ATR、Supertrend 的信号
- 多空方向: 双向
- 退出条件: 反向信号
- 止损: 无
- 默认值:
SupertrendPeriod= 10SupertrendMultiplier= 3.0mVolumeAvgPeriod= 20CandleType= TimeSpan.FromMinutes(5)
- 过滤器:
- 类型: 趋势
- 方向: 双向
- 指标: ATR, Supertrend
- 止损: 无
- 复杂度: 基础
- 时间框架: 日内 (5m)
- 季节性: 无
- 神经网络: 无
- 背离: 无
- 风险等级: 中
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>
/// Strategy based on Supertrend indicator flips.
/// Detects when Supertrend direction changes and trades accordingly.
/// </summary>
public class TradingViewSupertrendFlipStrategy : Strategy
{
private readonly StrategyParam<int> _supertrendPeriod;
private readonly StrategyParam<decimal> _supertrendMultiplier;
private readonly StrategyParam<DataType> _candleType;
private decimal _prevSupertrendValue;
private bool _prevIsUpTrend;
private bool _hasPrevValues;
/// <summary>
/// Period for Supertrend calculation.
/// </summary>
public int SupertrendPeriod
{
get => _supertrendPeriod.Value;
set => _supertrendPeriod.Value = value;
}
/// <summary>
/// Multiplier for Supertrend calculation.
/// </summary>
public decimal SupertrendMultiplier
{
get => _supertrendMultiplier.Value;
set => _supertrendMultiplier.Value = value;
}
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Initialize the TradingView Supertrend Flip strategy.
/// </summary>
public TradingViewSupertrendFlipStrategy()
{
_supertrendPeriod = Param(nameof(SupertrendPeriod), 10)
.SetDisplay("Supertrend Period", "Period for Supertrend calculation", "Indicators")
.SetOptimize(7, 14, 1);
_supertrendMultiplier = Param(nameof(SupertrendMultiplier), 4.0m)
.SetDisplay("Supertrend Multiplier", "Multiplier for Supertrend", "Indicators")
.SetOptimize(3.0m, 5.0m, 0.5m);
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevSupertrendValue = default;
_prevIsUpTrend = default;
_hasPrevValues = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var supertrend = new SuperTrend
{
Length = SupertrendPeriod,
Multiplier = SupertrendMultiplier
};
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(supertrend, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, supertrend);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal supertrendValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (supertrendValue == 0)
return;
// Determine trend direction
var isUpTrend = candle.ClosePrice > supertrendValue;
if (!_hasPrevValues)
{
_hasPrevValues = true;
_prevIsUpTrend = isUpTrend;
_prevSupertrendValue = supertrendValue;
return;
}
// Detect flip
var isFlippedBullish = isUpTrend && !_prevIsUpTrend;
var isFlippedBearish = !isUpTrend && _prevIsUpTrend;
_prevIsUpTrend = isUpTrend;
_prevSupertrendValue = supertrendValue;
if (isFlippedBullish && Position <= 0)
{
var volume = Volume + Math.Abs(Position);
BuyMarket(volume);
}
else if (isFlippedBearish && Position >= 0)
{
var volume = Volume + Math.Abs(Position);
SellMarket(volume);
}
}
}
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 SuperTrend
from StockSharp.Algo.Strategies import Strategy
class tradingview_supertrend_flip_strategy(Strategy):
"""
Strategy based on Supertrend indicator flips.
Detects when Supertrend direction changes and trades accordingly.
"""
def __init__(self):
super(tradingview_supertrend_flip_strategy, self).__init__()
self._supertrend_period = self.Param("SupertrendPeriod", 10).SetDisplay("Supertrend Period", "Period for Supertrend calculation", "Indicators")
self._supertrend_multiplier = self.Param("SupertrendMultiplier", 4.0).SetDisplay("Supertrend Multiplier", "Multiplier for Supertrend", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._prev_supertrend_value = 0.0
self._prev_is_up_trend = False
self._has_prev_values = False
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(tradingview_supertrend_flip_strategy, self).OnReseted()
self._prev_supertrend_value = 0.0
self._prev_is_up_trend = False
self._has_prev_values = False
def OnStarted2(self, time):
super(tradingview_supertrend_flip_strategy, self).OnStarted2(time)
supertrend = SuperTrend()
supertrend.Length = self._supertrend_period.Value
supertrend.Multiplier = self._supertrend_multiplier.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(supertrend, self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, supertrend)
self.DrawOwnTrades(area)
def _process_candle(self, candle, st_val):
if candle.State != CandleStates.Finished:
return
sv = float(st_val)
if sv == 0:
return
is_up_trend = float(candle.ClosePrice) > sv
if not self._has_prev_values:
self._has_prev_values = True
self._prev_is_up_trend = is_up_trend
self._prev_supertrend_value = sv
return
flipped_bullish = is_up_trend and not self._prev_is_up_trend
flipped_bearish = not is_up_trend and self._prev_is_up_trend
self._prev_is_up_trend = is_up_trend
self._prev_supertrend_value = sv
if flipped_bullish and self.Position <= 0:
self.BuyMarket(self.Volume + abs(self.Position))
elif flipped_bearish and self.Position >= 0:
self.SellMarket(self.Volume + abs(self.Position))
def CreateClone(self):
return tradingview_supertrend_flip_strategy()