暗池成交策略
根据大额场外成交报告的主动买卖方向交易,并以交易标的的 SMA20 过滤趋势。
Security 为交易标的,DarkPoolSecurity 为同一基础标的的独立报告流,两者的证券 ID 必须不同。报告流必须提供真实场外逐笔成交(IsSystem = false)、价格、数量、时间和 OriginSide。缺少来源或来源相同会导致启动失败。交易所成交、方向未知、价格或数量无效、重复及乱序的报告均不能触发入场。
报告数量必须严格大于 1.5 × 前 20 份报告的平均数量;当前报告不参与基准计算。主动买入报告价格高于 SMA20 时买入;主动卖出报告价格低于 SMA20 时卖出。K 线颜色和成交量不替代报告方向及场外活动。反向信号用 Volume + abs(Position) 数量反转整个已成交持仓。
SMA 使用已完成的 15 分钟 K 线。多头收盘价低于 SMA20、空头高于 SMA20 时平仓,不受报告数量和入场冷却影响。默认 CooldownBars = 0;正值表示后续入场需等待的已完成 K 线数。未完成订单阻止重叠信号。
StopLoss = 2 表示以实际入场成交价为基准的 2% 本地原生保护。保护监控交易标的的 bid/ask 并提交市价平仓单;K 线之间需要报价流。未设置止盈。
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()