Monthly Purchase Strategy with Dynamic Contract Size
Buys a dynamic number of contracts on a chosen day each month using a fixed percentage of account equity. Drawdown is tracked for informational purposes.
Details
- Entry Criteria: time >= StartDate AND day of month = BuyDay
- Long/Short: Long only
- Exit Criteria: none
- Stops: none
- Default Values:
CandleType= 1 dayStartDate= 2010-01-01PercentOfEquity= 0.03BuyDay= 1
- Filters:
- Category: Dollar cost averaging
- Direction: Long
- Indicators: No
- Stops: No
- Complexity: Beginner
- Timeframe: Long-term
- Seasonality: Monthly
- Neural networks: No
- Divergence: No
- Risk level: Low
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>
/// Buys a percentage of equity on a specific day each month.
/// </summary>
public class MonthlyPurchaseWithDynamicContractSizeStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<DateTimeOffset> _startDate;
private readonly StrategyParam<decimal> _percentOfEquity;
private readonly StrategyParam<int> _buyDay;
private decimal? _highestEquity;
private DateTimeOffset? _lastBuyTime;
/// <summary>
/// Candle type for strategy.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Start date after which purchases are allowed.
/// </summary>
public DateTimeOffset StartDate
{
get => _startDate.Value;
set => _startDate.Value = value;
}
/// <summary>
/// Percentage of equity used for each purchase.
/// </summary>
public decimal PercentOfEquity
{
get => _percentOfEquity.Value;
set => _percentOfEquity.Value = value;
}
/// <summary>
/// Day of the month to buy.
/// </summary>
public int BuyDay
{
get => _buyDay.Value;
set => _buyDay.Value = value;
}
/// <summary>
/// Initializes a new instance of the <see cref="MonthlyPurchaseWithDynamicContractSizeStrategy"/>.
/// </summary>
public MonthlyPurchaseWithDynamicContractSizeStrategy()
{
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Type of candles for strategy", "General");
_startDate = Param(nameof(StartDate), new DateTimeOffset(2010, 1, 1, 0, 0, 0, TimeSpan.Zero))
.SetDisplay("Start Date", "Purchases start from this date", "Strategy");
_percentOfEquity = Param(nameof(PercentOfEquity), 0.03m)
.SetRange(0.01m, 10m)
.SetDisplay("Percent of Equity", "Percentage of equity per purchase", "Strategy");
_buyDay = Param(nameof(BuyDay), 1)
.SetRange(1, 31)
.SetDisplay("Buy Day", "Day of month to buy", "Strategy");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_highestEquity = null;
_lastBuyTime = null;
}
/// <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;
if (!IsFormedAndOnlineAndAllowTrading())
return;
var equity = Portfolio.CurrentValue ?? 0m;
if (_highestEquity == null || equity > _highestEquity)
_highestEquity = equity;
var isAfterStart = candle.OpenTime >= StartDate;
if (!isAfterStart)
return;
var currentDay = candle.OpenTime.Day;
var lastMonth = _lastBuyTime?.Month;
var lastYear = _lastBuyTime?.Year;
if (currentDay >= BuyDay && (lastMonth != candle.OpenTime.Month || lastYear != candle.OpenTime.Year))
{
var effectiveEquity = equity > candle.ClosePrice ? equity : candle.ClosePrice;
var contracts = (int)(effectiveEquity * PercentOfEquity / candle.ClosePrice);
if (contracts <= 0)
contracts = 1;
if (contracts > 0)
{
BuyMarket(contracts);
_lastBuyTime = candle.OpenTime;
}
}
}
}
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.Strategies import Strategy
class monthly_purchase_with_dynamic_contract_size_strategy(Strategy):
def __init__(self):
super(monthly_purchase_with_dynamic_contract_size_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))) \
.SetDisplay("Candle Type", "Type of candles for strategy", "General")
self._percent_of_equity = self.Param("PercentOfEquity", 0.03) \
.SetDisplay("Percent of Equity", "Percentage of equity per purchase", "Strategy")
self._buy_day = self.Param("BuyDay", 1) \
.SetDisplay("Buy Day", "Day of month to buy", "Strategy")
self._last_buy_month = -1
self._last_buy_year = -1
@property
def candle_type(self):
return self._candle_type.Value
@candle_type.setter
def candle_type(self, value):
self._candle_type.Value = value
def OnReseted(self):
super(monthly_purchase_with_dynamic_contract_size_strategy, self).OnReseted()
self._last_buy_month = -1
self._last_buy_year = -1
def OnStarted2(self, time):
super(monthly_purchase_with_dynamic_contract_size_strategy, self).OnStarted2(time)
self._last_buy_month = -1
self._last_buy_year = -1
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self.OnProcess).Start()
def OnProcess(self, candle):
if candle.State != CandleStates.Finished:
return
close = float(candle.ClosePrice)
if close <= 0.0:
return
current_day = candle.OpenTime.Day
current_month = candle.OpenTime.Month
current_year = candle.OpenTime.Year
buy_day = self._buy_day.Value
if current_day >= buy_day and (self._last_buy_month != current_month or self._last_buy_year != current_year):
pct = float(self._percent_of_equity.Value)
effective_equity = close
contracts = int(effective_equity * pct / close)
if contracts <= 0:
contracts = 1
self.BuyMarket()
self._last_buy_month = current_month
self._last_buy_year = current_year
def CreateClone(self):
return monthly_purchase_with_dynamic_contract_size_strategy()