Channel EA Limits 策略
概述
- 来源:由 MetaTrader 5 专家顾问
ChannelEA1.mq5转换而来。 - 目标:在两个用户定义的交易时段之间监控日内价格通道,并在时段结束时挂出通道边界的限价单。
- 方法:在会话期间持续记录最高价和最低价,结束时根据该区间同时布置买入和卖出限价单,以捕捉价格回到区间另一端的机会。
该策略适合日内存在均值回归特征的品种。设计为净额账户工作方式:SellLimit 成交时会先平掉现有多头,再开出新的空头,反之亦然。
参数
| 参数 | 默认值 | 说明 |
|---|---|---|
BeginHour |
1 |
开始统计区间的小时(0-23)。达到该时间时会取消所有挂单并平掉头寸。 |
EndHour |
10 |
结束统计区间的小时(0-23)。此时根据累计的价格区间挂出新的限价单。若 BeginHour > EndHour 则区间跨越午夜。 |
OrderVolume |
1 |
每个限价单的下单量。 |
CandleType |
1 小时 K 线 | 构建通道所使用的 K 线类型,可根据需要调整为其他周期。 |
交易逻辑
- 会话处理
- 根据
BeginHour和EndHour结合 K 线时间计算出当前会话的起止时间;当开始时间晚于结束时间时,结束时间会顺延到下一天。 - 当第一根收盘时间达到起始边界的 K 线完成时,策略会取消所有挂单、平掉当前头寸,并重置统计数据。
- 根据
- 区间构建
- 只有开盘时间落在会话窗口内的 K 线才会参与统计。策略维护区间内的最高价、最低价以及 K 线数量。
- 至少需要两根完成的 K 线才能认定区间有效,这与原始 MQL5 策略中的
n > 2条件保持一致。
- 会话结束时下单
- 当某根完成的 K 线跨越结束边界时,若区间已形成且最低价小于最高价,就会挂出两张限价单:
- 在记录的会话最低价挂
BuyLimit,数量为OrderVolume。 - 在记录的会话最高价挂
SellLimit,数量相同。
- 在记录的会话最低价挂
- 这些挂单会一直保留到下一次会话开始。由于采用净额账户模型,这些限价单既是潜在的入场点,也是已有头寸的止盈点。
- 当某根完成的 K 线跨越结束边界时,若区间已形成且最低价小于最高价,就会挂出两张限价单:
- 准备下一会话
- 到达下一次开始时间时,策略会清理未成交挂单、平掉剩余头寸,然后重新开始计算新的日内通道。
补充说明
- 策略没有内置止损,风险控制需通过下单量、外部保护或人工干预实现。
- 仅处理状态为
CandleStates.Finished的 K 线,以忠实复现原始 EA 的行为。 - 请确认行情源的时区与预期一致,因为会话边界基于交易所/数据源时间来计算。
- 在进行参数优化时,需要同时考虑交易时间窗口与 K 线周期,二者共同决定区间的宽度。
using System;
using System.Linq;
using System.Collections.Generic;
using Ecng.Common;
using Ecng.Collections;
using Ecng.Serialization;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Channel trading strategy that places limit orders at the end of the monitored session.
/// </summary>
public class ChannelEaLimitsStrategy : Strategy
{
private readonly StrategyParam<int> _beginHour;
private readonly StrategyParam<int> _endHour;
private readonly StrategyParam<decimal> _orderVolume;
private readonly StrategyParam<DataType> _candleType;
private DateTimeOffset _sessionStart;
private DateTimeOffset _sessionEnd;
private decimal _sessionHigh;
private decimal _sessionLow;
private int _barsInSession;
private DateTimeOffset? _prevCandleClose;
private bool _ordersPlaced;
private bool _needsSessionReset;
private bool _tradeTaken;
/// <summary>
/// Initializes a new instance of the <see cref="ChannelEaLimitsStrategy"/> class.
/// </summary>
public ChannelEaLimitsStrategy()
{
_beginHour = Param(nameof(BeginHour), 1)
.SetDisplay("Begin Hour", "Hour when session tracking starts (0-23)", "Session")
.SetRange(0, 23);
_endHour = Param(nameof(EndHour), 10)
.SetDisplay("End Hour", "Hour when limit orders are placed (0-23)", "Session")
.SetRange(0, 23);
_orderVolume = Param(nameof(OrderVolume), 1m)
.SetDisplay("Order Volume", "Volume for each limit order", "Trading")
.SetGreaterThanZero();
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Timeframe used to build the session channel", "General");
}
/// <summary>
/// Hour when session tracking starts.
/// </summary>
public int BeginHour
{
get => _beginHour.Value;
set => _beginHour.Value = value;
}
/// <summary>
/// Hour when the strategy places new pending orders.
/// </summary>
public int EndHour
{
get => _endHour.Value;
set => _endHour.Value = value;
}
/// <summary>
/// Volume per limit order.
/// </summary>
public decimal OrderVolume
{
get => _orderVolume.Value;
set => _orderVolume.Value = value;
}
/// <summary>
/// Working candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_sessionStart = DateTimeOffset.MinValue;
_sessionEnd = DateTimeOffset.MinValue;
_sessionHigh = decimal.MinValue;
_sessionLow = decimal.MaxValue;
_barsInSession = 0;
_prevCandleClose = null;
_ordersPlaced = false;
_needsSessionReset = false;
_tradeTaken = false;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
var closeTime = candle.CloseTime;
var sessionStart = CalculateSessionStart(closeTime);
if (_sessionStart != sessionStart)
{
_sessionStart = sessionStart;
_sessionEnd = CalculateSessionEnd(_sessionStart);
ResetSessionState();
}
if (_needsSessionReset)
{
// Close any open position at session reset
if (Position > 0)
SellMarket(Position);
else if (Position < 0)
BuyMarket(-Position);
_needsSessionReset = false;
}
if (candle.OpenTime >= _sessionStart && candle.OpenTime < _sessionEnd)
{
var high = candle.HighPrice;
var low = candle.LowPrice;
if (_sessionHigh == decimal.MinValue || high > _sessionHigh)
_sessionHigh = high;
if (_sessionLow == decimal.MaxValue || low < _sessionLow)
_sessionLow = low;
_barsInSession++;
}
// After session ends, trade breakouts of the channel
if (_ordersPlaced && !_tradeTaken && _barsInSession >= 2 && _sessionLow < _sessionHigh)
{
if (Position == 0)
{
// Buy when price touches session low, sell when it touches session high
if (candle.LowPrice <= _sessionLow)
{
BuyMarket(OrderVolume);
_tradeTaken = true;
}
else if (candle.HighPrice >= _sessionHigh)
{
SellMarket(OrderVolume);
_tradeTaken = true;
}
}
}
if (!_ordersPlaced && _prevCandleClose.HasValue)
{
var previousClose = _prevCandleClose.Value;
if (previousClose < _sessionEnd && closeTime >= _sessionEnd)
{
if (_barsInSession >= 2 && _sessionLow < _sessionHigh)
{
_ordersPlaced = true;
}
}
}
_prevCandleClose = closeTime;
}
private void ResetSessionState()
{
_sessionHigh = decimal.MinValue;
_sessionLow = decimal.MaxValue;
_barsInSession = 0;
_ordersPlaced = false;
_needsSessionReset = true;
_tradeTaken = false;
}
private DateTimeOffset CalculateSessionStart(DateTimeOffset time)
{
var offset = time.Offset;
var day = new DateTimeOffset(time.Date, offset);
var start = day.AddHours(BeginHour);
var startHour = TimeSpan.FromHours(BeginHour);
if (BeginHour <= EndHour)
{
if (time < start)
start = start.AddDays(-1);
}
else
{
if (time.TimeOfDay < startHour)
start = start.AddDays(-1);
}
return start;
}
private DateTimeOffset CalculateSessionEnd(DateTimeOffset sessionStart)
{
var offset = sessionStart.Offset;
var day = new DateTimeOffset(sessionStart.Date, offset);
var end = day.AddHours(EndHour);
if (EndHour <= BeginHour || end <= sessionStart)
end = end.AddDays(1);
return end;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from StockSharp.Algo.Strategies import Strategy
from StockSharp.Messages import DataType, CandleStates
from System import TimeSpan
class channel_ea_limits_strategy(Strategy):
def __init__(self):
super(channel_ea_limits_strategy, self).__init__()
self._begin_hour = self.Param("BeginHour", 1)
self._end_hour = self.Param("EndHour", 10)
self._order_volume = self.Param("OrderVolume", 1.0)
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5)))
self._session_high = None
self._session_low = None
self._bars_in_session = 0
self._prev_candle_close = None
self._orders_placed = False
self._needs_session_reset = False
self._trade_taken = False
self._session_start = None
self._session_end = None
@property
def CandleType(self):
return self._candle_type.Value
def OnStarted2(self, time):
super(channel_ea_limits_strategy, self).OnStarted2(time)
sub = self.SubscribeCandles(self.CandleType)
sub.Bind(self._process_candle).Start()
def _calc_session_start(self, close_time):
begin = self._begin_hour.Value
end = self._end_hour.Value
day = close_time.Date
start = day.AddHours(begin)
if begin <= end:
if close_time < start:
start = start.AddDays(-1)
else:
if close_time.TimeOfDay.TotalHours < begin:
start = start.AddDays(-1)
return start
def _calc_session_end(self, session_start):
end_hour = self._end_hour.Value
begin_hour = self._begin_hour.Value
day = session_start.Date
end = day.AddHours(end_hour)
if end_hour <= begin_hour or end <= session_start:
end = end.AddDays(1)
return end
def _reset_session(self):
self._session_high = None
self._session_low = None
self._bars_in_session = 0
self._orders_placed = False
self._needs_session_reset = True
self._trade_taken = False
def _process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
close_time = candle.CloseTime
session_start = self._calc_session_start(close_time)
if self._session_start is None or self._session_start != session_start:
self._session_start = session_start
self._session_end = self._calc_session_end(session_start)
self._reset_session()
if self._needs_session_reset:
if self.Position > 0:
self.SellMarket(self.Position)
elif self.Position < 0:
self.BuyMarket(abs(self.Position))
self._needs_session_reset = False
open_time = candle.OpenTime
if open_time >= self._session_start and open_time < self._session_end:
h = float(candle.HighPrice)
lo = float(candle.LowPrice)
if self._session_high is None or h > self._session_high:
self._session_high = h
if self._session_low is None or lo < self._session_low:
self._session_low = lo
self._bars_in_session += 1
if self._orders_placed and not self._trade_taken and self._bars_in_session >= 2:
if self._session_low is not None and self._session_high is not None and self._session_low < self._session_high:
if self.Position == 0:
if float(candle.LowPrice) <= self._session_low:
self.BuyMarket(self._order_volume.Value)
self._trade_taken = True
elif float(candle.HighPrice) >= self._session_high:
self.SellMarket(self._order_volume.Value)
self._trade_taken = True
if not self._orders_placed and self._prev_candle_close is not None:
if self._prev_candle_close < self._session_end and close_time >= self._session_end:
if self._bars_in_session >= 2 and self._session_low is not None and self._session_high is not None and self._session_low < self._session_high:
self._orders_placed = True
self._prev_candle_close = close_time
def OnReseted(self):
super(channel_ea_limits_strategy, self).OnReseted()
self._session_high = None
self._session_low = None
self._bars_in_session = 0
self._prev_candle_close = None
self._orders_placed = False
self._needs_session_reset = False
self._trade_taken = False
self._session_start = None
self._session_end = None
def CreateClone(self):
return channel_ea_limits_strategy()