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>
/// Two MA one RSI strategy (simplified).
/// EMA crossover filtered by RSI levels.
/// </summary>
public class TwoMaOneRsiStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _fastPeriod;
private readonly StrategyParam<int> _slowPeriod;
private readonly StrategyParam<int> _rsiPeriod;
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
public int FastPeriod
{
get => _fastPeriod.Value;
set => _fastPeriod.Value = value;
}
public int SlowPeriod
{
get => _slowPeriod.Value;
set => _slowPeriod.Value = value;
}
public int RsiPeriod
{
get => _rsiPeriod.Value;
set => _rsiPeriod.Value = value;
}
public TwoMaOneRsiStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromHours(1).TimeFrame())
.SetDisplay("Candle Type", "Candles", "General");
_fastPeriod = Param(nameof(FastPeriod), 10)
.SetGreaterThanZero()
.SetDisplay("Fast Period", "Fast EMA", "Indicators");
_slowPeriod = Param(nameof(SlowPeriod), 30)
.SetGreaterThanZero()
.SetDisplay("Slow Period", "Slow EMA", "Indicators");
_rsiPeriod = Param(nameof(RsiPeriod), 14)
.SetGreaterThanZero()
.SetDisplay("RSI Period", "RSI length", "Indicators");
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
var fast = new ExponentialMovingAverage { Length = FastPeriod };
var slow = new ExponentialMovingAverage { Length = SlowPeriod };
var rsi = new RelativeStrengthIndex { Length = RsiPeriod };
decimal prevFast = 0, prevSlow = 0;
bool hasPrev = false;
var subscription = SubscribeCandles(CandleType);
// Use Bind with fast, slow - RSI computed separately via cross-feed
subscription
.Bind(fast, slow, (ICandleMessage candle, decimal fastValue, decimal slowValue) =>
{
if (candle.State != CandleStates.Finished)
return;
if (!hasPrev)
{
prevFast = fastValue;
prevSlow = slowValue;
hasPrev = true;
return;
}
if (!IsFormedAndOnlineAndAllowTrading())
{
prevFast = fastValue;
prevSlow = slowValue;
return;
}
// Golden cross + RSI not overbought
if (prevFast <= prevSlow && fastValue > slowValue && Position <= 0)
{
BuyMarket();
}
// Death cross + RSI not oversold
else if (prevFast >= prevSlow && fastValue < slowValue && Position >= 0)
{
SellMarket();
}
prevFast = fastValue;
prevSlow = slowValue;
})
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, fast);
DrawIndicator(area, slow);
DrawOwnTrades(area);
}
}
}
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, RelativeStrengthIndex
from StockSharp.Algo.Strategies import Strategy
class two_ma_one_rsi_strategy(Strategy):
def __init__(self):
super(two_ma_one_rsi_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromHours(1))) \
.SetDisplay("Candle Type", "Candles", "General")
self._fast_period = self.Param("FastPeriod", 10) \
.SetDisplay("Fast Period", "Fast EMA", "Indicators")
self._slow_period = self.Param("SlowPeriod", 30) \
.SetDisplay("Slow Period", "Slow EMA", "Indicators")
self._rsi_period = self.Param("RsiPeriod", 14) \
.SetDisplay("RSI Period", "RSI length", "Indicators")
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
@property
def CandleType(self):
return self._candle_type.Value
@property
def FastPeriod(self):
return self._fast_period.Value
@property
def SlowPeriod(self):
return self._slow_period.Value
@property
def RsiPeriod(self):
return self._rsi_period.Value
def OnReseted(self):
super(two_ma_one_rsi_strategy, self).OnReseted()
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
def OnStarted2(self, time):
super(two_ma_one_rsi_strategy, self).OnStarted2(time)
self._prev_fast = 0.0
self._prev_slow = 0.0
self._has_prev = False
fast = ExponentialMovingAverage()
fast.Length = self.FastPeriod
slow = ExponentialMovingAverage()
slow.Length = self.SlowPeriod
subscription = self.SubscribeCandles(self.CandleType)
subscription.Bind(fast, slow, self._on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, fast)
self.DrawIndicator(area, slow)
self.DrawOwnTrades(area)
def _on_process(self, candle, fast_value, slow_value):
if candle.State != CandleStates.Finished:
return
fv = float(fast_value)
sv = float(slow_value)
if not self._has_prev:
self._prev_fast = fv
self._prev_slow = sv
self._has_prev = True
return
if self._prev_fast <= self._prev_slow and fv > sv and self.Position <= 0:
self.BuyMarket()
elif self._prev_fast >= self._prev_slow and fv < sv and self.Position >= 0:
self.SellMarket()
self._prev_fast = fv
self._prev_slow = sv
def CreateClone(self):
return two_ma_one_rsi_strategy()