Ema50 Crossover Monthly Dca
Trading rules
Use finished weekly candles and a formed EmaLength EMA of closes, seeded with its first complete-window arithmetic mean. Eligible closes begin at StartDate. Credit DcaAmount once in the first observed eligible calendar month and for elapsed months thereafter, including during EMA warmup. Do not fabricate decades of contributions before the first observed candle. Above EMA invest accumulated cash in native rounded units; below EMA sell the whole actual long; equality holds. Cash tracks gross actual fills and sale proceeds; it is a strategy allocation ledger, not an account deposit or financing model. Await pending orders, respect volume limits, remain long-only and retain unspent cash. No RSI filter, cooldown or protective stops.
Parameters
| Parameter | Default |
|---|---|
CandleType |
TimeSpan.FromMinutes(10080).TimeFrame() |
EmaLength |
50 |
DcaAmount |
100000 |
StartDate |
1980-01-01 |
Verification
Both languages are checked with the packaged BTC/TON history, independent formulas, actual order sides/quantities, fills, positions and exits. Dated price/factor and calendar fixtures test mechanics; relocated OHLC/volume is not multi-year market history. Two rank buckets, TopN=1 and SMA=2 are explicit small-universe test profiles. Published long lookbacks/defaults are checked separately. No profitability claim is made.
namespace StockSharp.Samples.Strategies;
using System;
using System.Collections.Generic;
using System.Globalization;
using System.IO;
using System.Linq;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
/// <summary>Monthly cash contributions invested above a formed weekly EMA, with complete long exits below it.</summary>
public class Ema50CrossoverMonthlyDcaStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _emaLength;
private readonly StrategyParam<decimal> _dcaAmount;
private readonly StrategyParam<DateTime> _startDate;
private Order _pending;
private ExponentialMovingAverage _ema;
private decimal _cash;
private int _lastMonth;
/// <summary>Finished signal candle type.</summary>
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
/// <summary>Weekly close EMA length.</summary>
public int EmaLength { get => _emaLength.Value; set => _emaLength.Value = value; }
/// <summary>Cash contribution per observed calendar month.</summary>
public decimal DcaAmount { get => _dcaAmount.Value; set => _dcaAmount.Value = value; }
/// <summary>Earliest eligible historical candle close.</summary>
public DateTime StartDate { get => _startDate.Value; set => _startDate.Value = value; }
/// <summary>Initialize the strategy parameters.</summary>
public Ema50CrossoverMonthlyDcaStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(10080).TimeFrame())
.SetDisplay("CandleType", "Finished signal candle type.", "Parameters");
_emaLength = Param(nameof(EmaLength), 50).SetRange(1, int.MaxValue)
.SetDisplay("EmaLength", "Weekly close EMA length.", "Parameters");
_dcaAmount = Param(nameof(DcaAmount), 100000m).SetRange(0.000001m, decimal.MaxValue)
.SetDisplay("DcaAmount", "Cash contribution per observed calendar month.", "Parameters");
_startDate = Param(nameof(StartDate), new DateTime(1980, 1, 1))
.SetDisplay("StartDate", "Earliest eligible historical candle close.", "Parameters");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_pending = null;
_ema = null;
_cash = 0m;
_lastMonth = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
if (Security.VolumeStep is not > 0m || Security.MinVolume is not > 0m || Security.MaxVolume is not > 0m)
throw new InvalidOperationException("Execution security needs native volume constraints.");
base.OnStarted2(time);
_ema = new ExponentialMovingAverage { Length = EmaLength };
SubscribeCandles(CandleType).Bind(_ema, ProcessCandle).Start();
}
private bool IsPending => _pending is not null && _pending.State is not (OrderStates.Done or OrderStates.Failed);
private void Submit(Sides side, decimal quantity, string comment)
{
_pending = CreateOrder(side, 0m, quantity);
_pending.Type = OrderTypes.Market;
_pending.Comment = comment;
RegisterOrder(_pending);
}
private void ProcessCandle(ICandleMessage candle, decimal ema)
{
if (candle.State != CandleStates.Finished || candle.CloseTime < StartDate || candle.ClosePrice <= 0m) return;
var month = candle.CloseTime.Year * 12 + candle.CloseTime.Month;
if (month > _lastMonth)
{
_cash += DcaAmount * (_lastMonth == 0 ? 1 : month - _lastMonth);
_lastMonth = month;
}
if (!_ema.IsFormed || IsPending || !IsFormedAndOnlineAndAllowTrading()) return;
if (candle.ClosePrice < ema && Position > 0m)
Submit(Sides.Sell, Position, "0485Exit");
else if (candle.ClosePrice > ema)
{
var quantity = Math.Floor(Math.Min(_cash / candle.ClosePrice, Security.MaxVolume.Value) / Security.VolumeStep.Value) * Security.VolumeStep.Value;
if (quantity >= Security.MinVolume.Value)
Submit(Sides.Buy, quantity, "0485Dca");
}
}
/// <inheritdoc />
protected override void OnOwnTradeReceived(MyTrade trade)
{
base.OnOwnTradeReceived(trade);
_cash += (trade.Order.Side == Sides.Buy ? -1m : 1m) * trade.Trade.Price * trade.Trade.Volume;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.BusinessEntities")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import DateTime, Decimal, Math, TimeSpan, InvalidOperationException
from System.Globalization import CultureInfo, DateTimeStyles
from System.IO import File
from StockSharp.Algo.Indicators import ExponentialMovingAverage, SimpleMovingAverage, AverageTrueRange, AlligatorLine, CandleIndicatorValue
from StockSharp.Algo.Strategies import Strategy
from StockSharp.Messages import ITickTradeMessage, CandleStates, DataType, OrderStates, OrderTypes, Sides, Unit, UnitTypes
class ema50_crossover_monthly_dca_strategy(Strategy):
"""Monthly cash contributions invested above a formed weekly EMA, with complete long exits below it."""
def __init__(self):
super(ema50_crossover_monthly_dca_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(10080))) \
.SetDisplay("CandleType", "Finished signal candle type.", "Parameters")
self._ema_length = self.Param("EmaLength", 50).SetRange(1, 2147483647) \
.SetDisplay("EmaLength", "Weekly close EMA length.", "Parameters")
self._dca_amount = self.Param("DcaAmount", Decimal(100000)).SetRange(Decimal(0.000001), Decimal.MaxValue) \
.SetDisplay("DcaAmount", "Cash contribution per observed calendar month.", "Parameters")
self._start_date = self.Param("StartDate", DateTime(1980, 1, 1)) \
.SetDisplay("StartDate", "Earliest eligible historical candle close.", "Parameters")
self._clear_state()
@property
def CandleType(self):
return self._candle_type.Value
@CandleType.setter
def CandleType(self, value):
self._candle_type.Value = value
@property
def EmaLength(self):
return self._ema_length.Value
@EmaLength.setter
def EmaLength(self, value):
self._ema_length.Value = value
@property
def DcaAmount(self):
return self._dca_amount.Value
@DcaAmount.setter
def DcaAmount(self, value):
self._dca_amount.Value = value
@property
def StartDate(self):
return self._start_date.Value
@StartDate.setter
def StartDate(self, value):
self._start_date.Value = value
def _clear_state(self):
self._pending = None
self._ema = None
self._cash = Decimal(0)
self._last_month = 0
def OnReseted(self):
super(ema50_crossover_monthly_dca_strategy, self).OnReseted()
self._clear_state()
def GetWorkingSecurities(self):
return [(self.Security, self.CandleType)]
def OnStarted2(self, time):
if self.Security.VolumeStep is None or self.Security.MinVolume is None or self.Security.MaxVolume is None or self.Security.VolumeStep <= 0 or self.Security.MinVolume <= 0 or self.Security.MaxVolume <= 0:
raise InvalidOperationException("Execution security needs native volume constraints.")
super(ema50_crossover_monthly_dca_strategy, self).OnStarted2(time)
self._ema = ExponentialMovingAverage()
self._ema.Length = self.EmaLength
self.SubscribeCandles(self.CandleType).Bind(self._ema, self._process_candle).Start()
def _is_pending(self):
return self._pending is not None and self._pending.State not in (OrderStates.Done, OrderStates.Failed)
def _submit(self, side, quantity, comment):
self._pending = self.CreateOrder(side, Decimal(0), quantity)
self._pending.Type = OrderTypes.Market
self._pending.Comment = comment
self.RegisterOrder(self._pending)
@staticmethod
def _process(indicator, candle):
value = CandleIndicatorValue(indicator, candle)
value.IsFinal = True
result = indicator.Process(value)
return None if result.IsEmpty else result.GetValue[Decimal](None)
def _process_candle(self, candle, ema):
if candle.State != CandleStates.Finished or candle.CloseTime < self.StartDate or candle.ClosePrice <= 0:
return
month = candle.CloseTime.Year * 12 + candle.CloseTime.Month
if month > self._last_month:
self._cash += self.DcaAmount * Decimal(1 if self._last_month == 0 else month - self._last_month)
self._last_month = month
if not self._ema.IsFormed or self._is_pending() or not self.IsFormedAndOnlineAndAllowTrading():
return
if candle.ClosePrice < ema and self.Position > 0:
self._submit(Sides.Sell, self.Position, "0485Exit")
elif candle.ClosePrice > ema:
quantity = Math.Floor(min(self._cash / candle.ClosePrice, self.Security.MaxVolume) / self.Security.VolumeStep) * self.Security.VolumeStep
if quantity >= self.Security.MinVolume:
self._submit(Sides.Buy, quantity, "0485Dca")
def OnOwnTradeReceived(self, trade):
super(ema50_crossover_monthly_dca_strategy, self).OnOwnTradeReceived(trade)
self._cash += Decimal(-1 if trade.Order.Side == Sides.Buy else 1) * ITickTradeMessage.Price.__get__(trade.Trade) * ITickTradeMessage.Volume.__get__(trade.Trade)
def CreateClone(self):
return ema50_crossover_monthly_dca_strategy()