Estratégia de Impressões de Dark Pool
Negocia relatórios de grandes operações fora de bolsa na direção do agressor informado, usando a SMA20 do instrumento negociado como filtro de tendência.
Security define o instrumento negociado e DarkPoolSecurity um fluxo separado de relatórios do mesmo ativo subjacente. Os identificadores devem ser diferentes. O fluxo deve fornecer negócios reais fora de bolsa (IsSystem = false), preço, volume, horário e OriginSide. Fonte ausente ou idêntica impede a inicialização. Negócios em bolsa, relatórios sem lado, valores inválidos, duplicados e relatórios fora de ordem não geram entradas.
O volume deve ser estritamente maior que 1.5 × média dos 20 volumes anteriores; o relatório atual fica fora da média. Compra diante de compra informada acima da SMA20 e vende diante de venda abaixo dela. Cor e volume das velas não substituem esses dados. Um sinal contrário reverte toda a posição executada com Volume + abs(Position).
A SMA usa velas concluídas de 15 minutos. Fecha compras abaixo da SMA20 e vendas acima, independentemente do volume dos relatórios e da pausa entre entradas. O padrão é CooldownBars = 0; valores positivos atrasam novas entradas pelo número de velas concluídas. Ordens pendentes bloqueiam sinais sobrepostos.
StopLoss = 2 configura proteção nativa local de 2% a partir do preço real de execução. A proteção acompanha bid/ask e envia saída a mercado; entre velas, exige fluxo de cotações. Não há take-profit.
namespace StockSharp.Samples.Strategies;
using System;
using System.Collections.Generic;
using System.Linq;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
/// <summary>Trades large, direction-classified off-exchange prints from an explicitly selected source.</summary>
public class DarkPoolPrintsStrategy : Strategy
{
private readonly StrategyParam<Security> _darkPoolSecurity;
private readonly StrategyParam<int> _maPeriod;
private readonly StrategyParam<int> _volumeLookback;
private readonly StrategyParam<decimal> _volumeMultiplier;
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _cooldownBars;
private readonly StrategyParam<decimal> _stopLoss;
private readonly Queue<decimal> _reportVolumes = new();
private readonly HashSet<(long? id, string text)> _reportIds = new();
private DateTime _reportTime;
private decimal? _average;
private int _cooldown;
private Order _pendingOrder;
/// <summary>Dedicated off-exchange report instrument; it must differ from the execution instrument.</summary>
public Security DarkPoolSecurity { get => _darkPoolSecurity.Value; set => _darkPoolSecurity.Value = value; }
/// <summary>Trend and exit SMA length.</summary>
public int MaPeriod { get => _maPeriod.Value; set => _maPeriod.Value = value; }
/// <summary>Number of preceding reported trades in the volume baseline.</summary>
public int VolumeLookback { get => _volumeLookback.Value; set => _volumeLookback.Value = value; }
/// <summary>Required multiple of the preceding report volumes.</summary>
public decimal VolumeMultiplier { get => _volumeMultiplier.Value; set => _volumeMultiplier.Value = value; }
/// <summary>Execution instrument's candle interval.</summary>
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
/// <summary>Finished candles between entries; zero allows each qualifying report.</summary>
public int CooldownBars { get => _cooldownBars.Value; set => _cooldownBars.Value = value; }
/// <summary>Native percentage loss limit.</summary>
public decimal StopLoss { get => _stopLoss.Value; set => _stopLoss.Value = value; }
/// <summary>Initializes the dark-pool strategy.</summary>
public DarkPoolPrintsStrategy()
{
_darkPoolSecurity = Param<Security>(nameof(DarkPoolSecurity)).SetRequired()
.SetDisplay("Dark Pool Security", "Dedicated source of off-exchange trade reports", "Data");
_maPeriod = Param(nameof(MaPeriod), 20).SetGreaterThanZero()
.SetDisplay("MA Period", "Execution instrument SMA period", "Indicators");
_volumeLookback = Param(nameof(VolumeLookback), 20).SetGreaterThanZero()
.SetDisplay("Volume Lookback", "Preceding off-exchange reports for the volume baseline", "Volume");
_volumeMultiplier = Param(nameof(VolumeMultiplier), 1.5m).SetGreaterThanZero()
.SetDisplay("Volume Multiplier", "Required report-volume multiple", "Volume");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(15).TimeFrame())
.SetDisplay("Candle Type", "Execution instrument candle interval", "Data");
_cooldownBars = Param(nameof(CooldownBars), 0).SetNotNegative()
.SetDisplay("Cooldown Bars", "Finished candles between qualifying reports", "Trading");
_stopLoss = Param(nameof(StopLoss), 2m).SetGreaterThanZero()
.SetDisplay("Stop Loss %", "Percentage loss limit from the actual entry fill", "Risk");
OrderRegistering += order => _pendingOrder = order;
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType), (Security, DataType.Level1), (DarkPoolSecurity, DataType.Ticks)];
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
ClearRuntime();
}
private void ClearRuntime()
{
_reportVolumes.Clear();
_reportIds.Clear();
_reportTime = default;
_average = null;
_cooldown = 0;
_pendingOrder = null;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
if (DarkPoolSecurity is null || Security is null
|| string.Equals(DarkPoolSecurity.Id, Security.Id, StringComparison.OrdinalIgnoreCase))
throw new InvalidOperationException("DarkPoolSecurity must explicitly identify a separate off-exchange report source.");
base.OnStarted2(time);
ClearRuntime();
StartProtection(new Unit(), new Unit(StopLoss, UnitTypes.Percent), useMarketOrders: true, isLocalStop: true);
foreach (var field in new[] { Level1Fields.BestBidPrice, Level1Fields.BestAskPrice })
{
var quotes = new Subscription(DataType.Level1, Security);
quotes.MarketData.BuildField = field;
SubscribeLevel1(quotes).Start();
}
var sma = new SimpleMovingAverage { Length = MaPeriod };
var candles = SubscribeCandles(CandleType);
candles.Bind(sma, ProcessCandle).Start();
SubscribeTicks(DarkPoolSecurity).Bind(ProcessReport).Start();
var area = CreateChartArea();
if (area is not null)
{
DrawCandles(area, candles);
DrawIndicator(area, sma);
DrawOwnTrades(area);
}
}
private bool IsOrderPending => _pendingOrder is not null && _pendingOrder.State is not (OrderStates.Done or OrderStates.Failed);
private void ProcessCandle(ICandleMessage candle, decimal average)
{
if (candle.State != CandleStates.Finished)
return;
_average = average;
if (_cooldown > 0)
_cooldown--;
if (!IsFormedAndOnlineAndAllowTrading() || IsOrderPending)
return;
if (Position > 0m && candle.ClosePrice < average)
SellMarket(Position);
else if (Position < 0m && candle.ClosePrice > average)
BuyMarket(-Position);
}
private void ProcessReport(ITickTradeMessage report)
{
if (report.IsSystem != false || report.Price <= 0m || report.Volume <= 0m
|| report.ServerTime < _reportTime || report.Id is null && string.IsNullOrEmpty(report.StringId))
return;
if (report.ServerTime > _reportTime)
{
_reportTime = report.ServerTime;
_reportIds.Clear();
}
if (!_reportIds.Add((report.Id, report.StringId)))
return;
var baseline = _reportVolumes.Count == VolumeLookback ? _reportVolumes.Average() : (decimal?)null;
_reportVolumes.Enqueue(report.Volume);
while (_reportVolumes.Count > VolumeLookback)
_reportVolumes.Dequeue();
if (baseline is null || report.Volume <= baseline.Value * VolumeMultiplier
|| _average is not decimal average || _cooldown > 0 || IsOrderPending
|| !IsFormedAndOnlineAndAllowTrading())
return;
if (report.OriginSide == Sides.Buy && report.Price > average && Position <= 0m)
{
BuyMarket(Volume + Math.Abs(Position));
_cooldown = CooldownBars;
}
else if (report.OriginSide == Sides.Sell && report.Price < average && Position >= 0m)
{
SellMarket(Volume + Math.Abs(Position));
_cooldown = CooldownBars;
}
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.BusinessEntities")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan, InvalidOperationException
from StockSharp.Messages import DataType, CandleStates, OrderStates, Sides, Unit, UnitTypes, Level1Fields
from StockSharp.BusinessEntities import Security, Subscription
from StockSharp.Algo.Indicators import SimpleMovingAverage
from StockSharp.Algo.Strategies import Strategy
class dark_pool_prints_strategy(Strategy):
"""Trades classified off-exchange prints from an explicitly selected source."""
def __init__(self):
super(dark_pool_prints_strategy, self).__init__()
self._dark_pool_security = self.Param[Security]("DarkPoolSecurity", None).SetRequired().SetDisplay(
"Dark Pool Security", "Dedicated source of off-exchange trade reports", "Data")
self._ma_period = self.Param("MaPeriod", 20).SetGreaterThanZero()
self._volume_lookback = self.Param("VolumeLookback", 20).SetGreaterThanZero()
self._volume_multiplier = self.Param("VolumeMultiplier", 1.5).SetGreaterThanZero()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(15)))
self._cooldown_bars = self.Param("CooldownBars", 0).SetNotNegative()
self._stop_loss = self.Param("StopLoss", 2.0).SetGreaterThanZero()
self._clear_runtime()
self.OrderRegistering += self._on_order
def _clear_runtime(self):
self._report_volumes = []
self._report_ids = set()
self._report_time = None
self._average = None
self._cooldown = 0
self._pending_order = None
def _on_order(self, order):
self._pending_order = order
def GetWorkingSecurities(self):
return [(self.Security, self._candle_type.Value), (self.Security, DataType.Level1),
(self._dark_pool_security.Value, DataType.Ticks)]
def OnReseted(self):
super(dark_pool_prints_strategy, self).OnReseted()
self._clear_runtime()
def OnStarted2(self, time):
source = self._dark_pool_security.Value
if source is None or self.Security is None or source.Id.lower() == self.Security.Id.lower():
raise InvalidOperationException("DarkPoolSecurity must explicitly identify a separate off-exchange report source")
super(dark_pool_prints_strategy, self).OnStarted2(time)
self._clear_runtime()
self.StartProtection(Unit(), Unit(float(self._stop_loss.Value), UnitTypes.Percent),
useMarketOrders=True, isLocalStop=True)
for field in (Level1Fields.BestBidPrice, Level1Fields.BestAskPrice):
quotes = Subscription(DataType.Level1, self.Security)
quotes.MarketData.BuildField = field
self.SubscribeLevel1(quotes).Start()
sma = SimpleMovingAverage()
sma.Length = int(self._ma_period.Value)
candles = self.SubscribeCandles(self._candle_type.Value)
candles.Bind(sma, self._process_candle).Start()
self.SubscribeTicks(source).Bind(self._process_report).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, candles)
self.DrawIndicator(area, sma)
self.DrawOwnTrades(area)
def _has_pending_order(self):
return self._pending_order is not None and self._pending_order.State not in (OrderStates.Done, OrderStates.Failed)
def _process_candle(self, candle, average):
if candle.State != CandleStates.Finished:
return
self._average = float(average)
if self._cooldown > 0:
self._cooldown -= 1
if not self.IsFormedAndOnlineAndAllowTrading() or self._has_pending_order():
return
if self.Position > 0 and float(candle.ClosePrice) < self._average:
self.SellMarket(self.Position)
elif self.Position < 0 and float(candle.ClosePrice) > self._average:
self.BuyMarket(-self.Position)
def _process_report(self, report):
if report.IsSystem != False:
return
price, volume = float(report.TradePrice), float(report.TradeVolume)
identity = (report.TradeId, report.TradeStringId)
if price <= 0 or volume <= 0 or (identity[0] is None and not identity[1]):
return
if self._report_time is not None and report.ServerTime < self._report_time:
return
if self._report_time is None or report.ServerTime > self._report_time:
self._report_time = report.ServerTime
self._report_ids.clear()
if identity in self._report_ids:
return
self._report_ids.add(identity)
lookback = int(self._volume_lookback.Value)
baseline = sum(self._report_volumes) / lookback if len(self._report_volumes) == lookback else None
self._report_volumes.append(volume)
if len(self._report_volumes) > lookback:
self._report_volumes.pop(0)
if (baseline is None or volume <= baseline * float(self._volume_multiplier.Value)
or self._average is None or self._cooldown > 0 or self._has_pending_order()
or not self.IsFormedAndOnlineAndAllowTrading()):
return
if report.OriginSide == Sides.Buy and price > self._average and self.Position <= 0:
self.BuyMarket(self.Volume + abs(self.Position))
self._cooldown = int(self._cooldown_bars.Value)
elif report.OriginSide == Sides.Sell and price < self._average and self.Position >= 0:
self.SellMarket(self.Volume + abs(self.Position))
self._cooldown = int(self._cooldown_bars.Value)
def CreateClone(self):
return dark_pool_prints_strategy()