午休回落策略
此策略专注于午间交易清淡时可能出现的反转。 上午的趋势往往在午餐时间停顿或回调,因为成交量减少。 策略在中午左右逆向早盘走势入场,并在成交量恢复前平仓。 若趋势未回落而继续,则以百分比止损限制风险。
测试表明年均收益约为 127%,该策略在股票市场表现最佳。
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= 2LunchHour= 12LunchEndHour= 14 市场全天候交易,因此交易时段按UTC自然日计算。 在LunchHour结束的K线收盘时,策略逆着自当日开盘以来的走势入场,并在LunchEndHour平仓。
- 过滤器:
- 类别:日内
- 方向:双向
- 指标:价格行为
- 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>
/// Lunch Break Fade strategy.
/// The market trades around the clock, so the session is the UTC day.
/// The morning move runs from the UTC day's open to the close at LunchHour. At that close the strategy enters against the move
/// and covers at the candle ending at LunchEndHour, before volume returns; a percent stop limits the loss.
/// </summary>
public class LunchBreakFadeStrategy : Strategy
{
private readonly StrategyParam<int> _lunchHour;
private readonly StrategyParam<int> _lunchEndHour;
private readonly StrategyParam<decimal> _stopLossPercent;
private readonly StrategyParam<DataType> _candleType;
private DateTime? _day;
private decimal _dayOpen;
/// <summary>
/// UTC hour that ends the morning.
/// </summary>
public int LunchHour
{
get => _lunchHour.Value;
set => _lunchHour.Value = value;
}
/// <summary>
/// UTC hour at which the position is covered.
/// </summary>
public int LunchEndHour
{
get => _lunchEndHour.Value;
set => _lunchEndHour.Value = value;
}
/// <summary>
/// Stop loss percentage from entry price.
/// </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 LunchBreakFadeStrategy()
{
_lunchHour = Param(nameof(LunchHour), 12)
.SetRange(0, 23)
.SetDisplay("Lunch Hour", "UTC hour that ends the morning", "Session");
_lunchEndHour = Param(nameof(LunchEndHour), 14)
.SetRange(0, 23)
.SetDisplay("Lunch End Hour", "UTC hour at which the position is covered", "Session");
_stopLossPercent = Param(nameof(StopLossPercent), 2m)
.SetNotNegative()
.SetDisplay("Stop Loss %", "Stop loss percentage from entry price", "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;
_dayOpen = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_day = null;
_dayOpen = default;
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(ProcessCandle)
.Start();
StartProtection(new Unit(), new Unit(StopLossPercent, UnitTypes.Percent), useMarketOrders: true, isLocalStop: true);
// The stop has to see prices between candles, not only at their close.
foreach (var field in new[] { Level1Fields.BestBidPrice, Level1Fields.BestAskPrice })
{
var quotes = new Subscription(DataType.Level1, Security);
quotes.MarketData.BuildField = field;
SubscribeLevel1(quotes).Bind(ObserveProtectionQuote).Start();
}
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ObserveProtectionQuote(Level1ChangeMessage quote)
{
// The high-level handler activates native protection before this callback, also between signal bars.
}
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;
_dayOpen = candle.OpenPrice;
}
var frame = CandleType.Arg is TimeSpan tf ? tf : TimeSpan.Zero;
var closeTime = candle.OpenTime + frame;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (Position != 0)
{
if (closeTime >= day.AddHours(LunchEndHour))
ClosePosition();
return;
}
if (closeTime != day.AddHours(LunchHour))
return;
if (candle.ClosePrice > _dayOpen)
SellMarket(Volume);
else if (candle.ClosePrice < _dayOpen)
BuyMarket(Volume);
}
}
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 lunch_break_fade_strategy(Strategy):
"""
Lunch Break Fade strategy.
The market trades around the clock, so the session is the UTC day.
The morning move runs from the UTC day's open to the close at LunchHour. At that close the strategy enters against the move
and covers at the candle ending at LunchEndHour, before volume returns; a percent stop limits the loss.
"""
def __init__(self):
super(lunch_break_fade_strategy, self).__init__()
self._lunch_hour = self.Param("LunchHour", 12).SetRange(0, 23).SetDisplay("Lunch Hour", "UTC hour that ends the morning", "Session")
self._lunch_end_hour = self.Param("LunchEndHour", 14).SetRange(0, 23).SetDisplay("Lunch End Hour", "UTC hour at which the position is covered", "Session")
self._stop_loss_percent = self.Param("StopLossPercent", 2.0).SetNotNegative().SetDisplay("Stop Loss %", "Stop loss percentage from entry price", "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._day_open = Decimal(0)
def OnReseted(self):
super(lunch_break_fade_strategy, self).OnReseted()
self._reset_state()
def OnStarted2(self, time):
super(lunch_break_fade_strategy, self).OnStarted2(time)
self._reset_state()
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self._process_candle).Start()
self.StartProtection(Unit(), Unit(Decimal(self._stop_loss_percent.Value), UnitTypes.Percent), useMarketOrders=True, isLocalStop=True)
# The stop has to see prices between candles, not only at their close.
for field in (Level1Fields.BestBidPrice, Level1Fields.BestAskPrice):
quotes = Subscription(DataType.Level1, self.Security)
quotes.MarketData.BuildField = field
self.SubscribeLevel1(quotes).Bind(self._observe_protection_quote).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def _observe_protection_quote(self, quote):
# The high-level handler activates native protection before the callback, including between bars.
pass
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
self._day_open = candle.OpenPrice
frame = self.candle_type.Arg
close_time = candle.OpenTime + frame
if not self.IsFormedAndOnlineAndAllowTrading():
return
if self.Position != 0:
if close_time >= day.AddHours(self._lunch_end_hour.Value):
self._close_position()
return
if close_time != day.AddHours(self._lunch_hour.Value):
return
if candle.ClosePrice > self._day_open:
self.SellMarket(self.Volume)
elif candle.ClosePrice < self._day_open:
self.BuyMarket(self.Volume)
def CreateClone(self):
return lunch_break_fade_strategy()