隔夜缺口策略
该策略在开盘时交易因消息或盘后活动造成的显著跳空。 大型缺口通常会部分回补,因为市场需要消化这一波动。 策略在开盘后不久逆向介入,等待缺口回补,并在当日收盘前了结。 止损根据缺口极值外一定百分比设定,以防价格继续扩张。
测试表明年均收益约为 124%,该策略在外汇市场表现最佳。
细节
- 入场条件:指标信号
- 多/空:均可
- 退出条件:止损或反向信号
- 止损:是,按百分比
- 默认值:
CandleType= 15分钟StopLossPercent= 2MinGapPercent= 0.01 市场全天候交易,因此交易时段按UTC自然日计算。 缺口为前一日最后收盘价到当日第一个开盘价的距离。不小于MinGapPercent的缺口在第一根K线收盘时反向交易;止损设在该K线最高价(空头)或最低价(多头)之外StopLossPercent处,按K线收盘检查,持仓在当日最后一根K线平仓。
- 过滤器:
- 类别:缺口
- 方向:双向
- 指标:缺口
- 止损:有
- 复杂度:中等
- 时间框架:日内
- 季节性:否
- 神经网络:否
- 背离:否
- 风险等级:中等
using System;
using System.Collections.Generic;
using System.Linq;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Overnight Gap strategy.
/// The market trades around the clock, so the session is the UTC day.
/// The gap is the distance between the previous UTC day's last close and the new day's first open. A gap of at least MinGapPercent
/// is faded at the close of the day's first candle; the stop lies StopLossPercent beyond the first candle's extreme in the gap's direction,
/// and the position closes at the day's last candle.
/// </summary>
public class OvernightGapStrategy : Strategy
{
private readonly StrategyParam<decimal> _minGapPercent;
private readonly StrategyParam<decimal> _stopLossPercent;
private readonly StrategyParam<DataType> _candleType;
private DateTime? _day;
private decimal? _prevClose;
private decimal _stopPrice;
/// <summary>
/// Smallest gap to fade, in percent.
/// </summary>
public decimal MinGapPercent
{
get => _minGapPercent.Value;
set => _minGapPercent.Value = value;
}
/// <summary>
/// Distance of the stop beyond the first candle's extreme, in percent.
/// </summary>
public decimal StopLossPercent
{
get => _stopLossPercent.Value;
set => _stopLossPercent.Value = value;
}
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public OvernightGapStrategy()
{
_minGapPercent = Param(nameof(MinGapPercent), 0.01m)
.SetGreaterThanZero()
.SetDisplay("Min Gap %", "Smallest gap to fade, in percent", "Session");
_stopLossPercent = Param(nameof(StopLossPercent), 2m)
.SetNotNegative()
.SetDisplay("Stop Loss %", "Distance of the stop beyond the first candle's extreme, in percent", "Risk");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(15).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();
_day = null;
_prevClose = null;
_stopPrice = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_day = null;
_prevClose = null;
_stopPrice = default;
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ClosePosition()
{
if (Position > 0)
SellMarket(Position);
else if (Position < 0)
BuyMarket(-Position);
}
private void ProcessCandle(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
var day = candle.OpenTime.Date;
var firstOfDay = _day != day;
if (firstOfDay)
{
_day = day;
}
var frame = CandleType.Arg is TimeSpan tf ? tf : TimeSpan.Zero;
var lastOfDay = (candle.OpenTime + frame).Date != day;
var prevClose = _prevClose;
_prevClose = candle.ClosePrice;
if (!IsFormedAndOnlineAndAllowTrading())
return;
var close = candle.ClosePrice;
if (Position != 0)
{
if (lastOfDay || (Position > 0 ? close <= _stopPrice : close >= _stopPrice))
ClosePosition();
return;
}
if (!firstOfDay || prevClose is not decimal last || last <= 0)
return;
var gap = (candle.OpenPrice - last) / last * 100m;
if (gap >= MinGapPercent)
{
SellMarket(Volume);
_stopPrice = candle.HighPrice * (1 + StopLossPercent / 100m);
}
else if (-gap >= MinGapPercent)
{
BuyMarket(Volume);
_stopPrice = candle.LowPrice * (1 - StopLossPercent / 100m);
}
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
clr.AddReference("StockSharp.BusinessEntities")
from System import TimeSpan, Decimal
from StockSharp.Messages import DataType, CandleStates, Unit, UnitTypes, Level1Fields
from StockSharp.BusinessEntities import Subscription
from StockSharp.Algo.Strategies import Strategy
class overnight_gap_strategy(Strategy):
"""
Overnight Gap strategy.
The market trades around the clock, so the session is the UTC day.
The gap is the distance between the previous UTC day's last close and the new day's first open. A gap of at least MinGapPercent
is faded at the close of the day's first candle; the stop lies StopLossPercent beyond the first candle's extreme in the gap's direction,
and the position closes at the day's last candle.
"""
def __init__(self):
super(overnight_gap_strategy, self).__init__()
self._min_gap_percent = self.Param("MinGapPercent", 0.01).SetGreaterThanZero().SetDisplay("Min Gap %", "Smallest gap to fade, in percent", "Session")
self._stop_loss_percent = self.Param("StopLossPercent", 2.0).SetNotNegative().SetDisplay("Stop Loss %", "Distance of the stop beyond the first candle's extreme, in percent", "Risk")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(15))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._reset_state()
@property
def candle_type(self):
return self._candle_type.Value
def _reset_state(self):
self._day = None
self._prev_close = None
self._stop_price = Decimal(0)
def OnReseted(self):
super(overnight_gap_strategy, self).OnReseted()
self._reset_state()
def OnStarted2(self, time):
super(overnight_gap_strategy, self).OnStarted2(time)
self._reset_state()
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def _close_position(self):
if self.Position > 0:
self.SellMarket(self.Position)
elif self.Position < 0:
self.BuyMarket(-self.Position)
def _process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
day = candle.OpenTime.Date
first_of_day = self._day is None or self._day != day
if first_of_day:
self._day = day
frame = self.candle_type.Arg
last_of_day = (candle.OpenTime + frame).Date != day
prev_close = self._prev_close
self._prev_close = candle.ClosePrice
if not self.IsFormedAndOnlineAndAllowTrading():
return
close = candle.ClosePrice
if self.Position != 0:
stopped = close <= self._stop_price if self.Position > 0 else close >= self._stop_price
if last_of_day or stopped:
self._close_position()
return
if not first_of_day or prev_close is None or prev_close <= 0:
return
gap = (candle.OpenPrice - prev_close) / prev_close * Decimal(100)
min_gap = Decimal(self._min_gap_percent.Value)
percent = Decimal(self._stop_loss_percent.Value) / Decimal(100)
if gap >= min_gap:
self.SellMarket(self.Volume)
self._stop_price = candle.HighPrice * (Decimal(1) + percent)
elif -gap >= min_gap:
self.BuyMarket(self.Volume)
self._stop_price = candle.LowPrice * (Decimal(1) - percent)
def CreateClone(self):
return overnight_gap_strategy()