X Alert 3 策略
该策略复现了 X_alert_3.mq4 的逻辑。它计算两条可配置参数的移动平均线,并在发生交叉时输出提示信息。
工作原理
- 每根完成的K线都会计算两条移动平均线。
- 当满足以下条件时产生看涨提示:
- 当前K线上 MA1 高于 MA2;
- 前一根K线上 MA1 仍高于 MA2;
- 两根K线之前 MA1 低于 MA2。
- 当满足以下条件时产生看跌提示:
- 当前K线上 MA1 低于 MA2;
- 前一根K线上 MA1 仍低于 MA2;
- 两根K线之前 MA1 高于 MA2。
- 策略不会开仓或平仓,只是向日志写入消息。
参数
| 参数 | 说明 | 默认值 |
|---|---|---|
Ma1Period |
第一条移动平均线的周期。 | 1 |
Ma1Type |
第一条移动平均线的类型(Simple、Exponential、Smoothed、Weighted)。 | Simple |
Ma2Period |
第二条移动平均线的周期。 | 14 |
Ma2Type |
第二条移动平均线的类型。 | Simple |
PriceType |
计算所使用的价格(Close、Open、High、Low、Median、Typical、Weighted)。 | Median |
CandleType |
使用的K线类型。 | 1分钟 |
说明
- 为了检测交叉,策略保存最近两次移动平均线差值,不直接访问历史指标数据。
- 提示信息通过
AddInfoLog写入日志,不会产生其他副作用。 - 原始 MetaTrader 参数
RunIntervalSeconds在 StockSharp 中无必要,因此被省略。
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 crossover of two moving averages.
/// Buys when fast MA crosses above slow MA, sells when crosses below.
/// </summary>
public class XAlert3Strategy : Strategy
{
private readonly StrategyParam<int> _ma1Period;
private readonly StrategyParam<int> _ma2Period;
private readonly StrategyParam<DataType> _candleType;
private decimal _prevFast;
private decimal _prevSlow;
private bool _hasPrev;
public int Ma1Period { get => _ma1Period.Value; set => _ma1Period.Value = value; }
public int Ma2Period { get => _ma2Period.Value; set => _ma2Period.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public XAlert3Strategy()
{
_ma1Period = Param(nameof(Ma1Period), 10)
.SetGreaterThanZero()
.SetDisplay("MA1 Period", "Fast moving average period", "Indicators");
_ma2Period = Param(nameof(Ma2Period), 30)
.SetGreaterThanZero()
.SetDisplay("MA2 Period", "Slow moving average period", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
.SetDisplay("Candle Type", "Type of candles", "General");
}
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
protected override void OnReseted()
{
base.OnReseted();
_prevFast = 0;
_prevSlow = 0;
_hasPrev = false;
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var fast = new ExponentialMovingAverage { Length = Ma1Period };
var slow = new ExponentialMovingAverage { Length = Ma2Period };
SubscribeCandles(CandleType)
.Bind(fast, slow, ProcessCandle)
.Start();
}
private void ProcessCandle(ICandleMessage candle, decimal fast, decimal slow)
{
if (candle.State != CandleStates.Finished)
return;
if (!_hasPrev)
{
_prevFast = fast;
_prevSlow = slow;
_hasPrev = true;
return;
}
if (_prevFast <= _prevSlow && fast > slow)
{
if (Position < 0) BuyMarket();
if (Position <= 0) BuyMarket();
}
else if (_prevFast >= _prevSlow && fast < slow)
{
if (Position > 0) SellMarket();
if (Position >= 0) SellMarket();
}
_prevFast = fast;
_prevSlow = slow;
}
}
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 ExponentialMovingAverage
from StockSharp.Algo.Strategies import Strategy
class x_alert3_strategy(Strategy):
def __init__(self):
super(x_alert3_strategy, self).__init__()
self._ma1_period = self.Param("Ma1Period", 10) \
.SetDisplay("MA1 Period", "Fast moving average period", "Indicators")
self._ma2_period = self.Param("Ma2Period", 30) \
.SetDisplay("MA2 Period", "Slow moving average period", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(4))) \
.SetDisplay("Candle Type", "Type of candles", "General")
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
@property
def ma1_period(self):
return self._ma1_period.Value
@property
def ma2_period(self):
return self._ma2_period.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(x_alert3_strategy, self).OnReseted()
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
def OnStarted2(self, time):
super(x_alert3_strategy, self).OnStarted2(time)
fast = ExponentialMovingAverage()
fast.Length = self.ma1_period
slow = ExponentialMovingAverage()
slow.Length = self.ma2_period
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(fast, slow, self.on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def on_process(self, candle, fast, slow):
if candle.State != CandleStates.Finished:
return
if not self._has_prev:
self._prev_fast = fast
self._prev_slow = slow
self._has_prev = True
return
if self._prev_fast <= self._prev_slow and fast > slow:
if self.Position < 0:
self.BuyMarket()
if self.Position <= 0:
self.BuyMarket()
elif self._prev_fast >= self._prev_slow and fast < slow:
if self.Position > 0:
self.SellMarket()
if self.Position >= 0:
self.SellMarket()
self._prev_fast = fast
self._prev_slow = slow
def CreateClone(self):
return x_alert3_strategy()