MTF Seconds Values JD 策略
该策略演示如何基于自定义秒级别聚合构建多时间框架K线,并计算简单移动平均线。当收盘价与均线发生交叉时发出交易信号。
参数
SecondsTimeframe– 秒级K线的长度。AverageLength– 简单移动平均周期。
using System;
using System.Linq;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Strategy based on SMA over custom timeframe.
/// </summary>
public class MtfSecondsValuesJDStrategy : Strategy
{
private readonly StrategyParam<int> _averageLength;
private readonly StrategyParam<int> _cooldownBars;
private readonly StrategyParam<DataType> _candleType;
private bool _prevAbove;
private bool _hasPrev;
private int _barIndex;
private int _lastTradeBar = -1000000;
public int AverageLength { get => _averageLength.Value; set => _averageLength.Value = value; }
public int CooldownBars { get => _cooldownBars.Value; set => _cooldownBars.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public MtfSecondsValuesJDStrategy()
{
_averageLength = Param(nameof(AverageLength), 20).SetGreaterThanZero();
_cooldownBars = Param(nameof(CooldownBars), 4).SetGreaterThanZero();
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame());
}
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_hasPrev = false;
_prevAbove = false;
_barIndex = 0;
_lastTradeBar = -1000000;
var sma = new SimpleMovingAverage { Length = AverageLength };
var dummyEma = new ExponentialMovingAverage { Length = 20 };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(sma, dummyEma, ProcessCandle)
.Start();
}
private void ProcessCandle(ICandleMessage candle, decimal smaValue, decimal d2)
{
if (candle.State != CandleStates.Finished)
return;
_barIndex++;
var above = candle.ClosePrice > smaValue;
if (!_hasPrev)
{
_prevAbove = above;
_hasPrev = true;
return;
}
var canTrade = _barIndex - _lastTradeBar >= CooldownBars;
var crossUp = !_prevAbove && above;
var crossDown = _prevAbove && !above;
if (canTrade && crossUp && Position <= 0)
{
BuyMarket();
_lastTradeBar = _barIndex;
}
else if (canTrade && crossDown && Position >= 0)
{
SellMarket();
_lastTradeBar = _barIndex;
}
_prevAbove = above;
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_prevAbove = false;
_hasPrev = false;
_barIndex = 0;
_lastTradeBar = -1000000;
}
}
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 SimpleMovingAverage, ExponentialMovingAverage
from StockSharp.Algo.Strategies import Strategy
class mtf_seconds_values_jd_strategy(Strategy):
"""
MTF Seconds Values JD: SMA crossover of close price with cooldown.
"""
def __init__(self):
super(mtf_seconds_values_jd_strategy, self).__init__()
self._avg_length = self.Param("AverageLength", 20).SetDisplay("SMA Length", "SMA period", "Indicators")
self._cooldown_bars = self.Param("CooldownBars", 4).SetDisplay("Cooldown", "Min bars between entries", "Risk")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))).SetDisplay("Candle Type", "Candles", "General")
self._prev_above = False
self._has_prev = False
self._bar_index = 0
self._last_trade_bar = -1000000
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(mtf_seconds_values_jd_strategy, self).OnReseted()
self._prev_above = False
self._has_prev = False
self._bar_index = 0
self._last_trade_bar = -1000000
def OnStarted2(self, time):
super(mtf_seconds_values_jd_strategy, self).OnStarted2(time)
sma = SimpleMovingAverage()
sma.Length = self._avg_length.Value
ema = ExponentialMovingAverage()
ema.Length = 20
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(sma, ema, self._process_candle).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, sma)
self.DrawOwnTrades(area)
def _process_candle(self, candle, sma_val, d2):
if candle.State != CandleStates.Finished:
return
close = float(candle.ClosePrice)
sma = float(sma_val)
self._bar_index += 1
above = close > sma
if not self._has_prev:
self._prev_above = above
self._has_prev = True
return
can_trade = self._bar_index - self._last_trade_bar >= self._cooldown_bars.Value
cross_up = not self._prev_above and above
cross_down = self._prev_above and not above
if can_trade and cross_up and self.Position <= 0:
self.BuyMarket()
self._last_trade_bar = self._bar_index
elif can_trade and cross_down and self.Position >= 0:
self.SellMarket()
self._last_trade_bar = self._bar_index
self._prev_above = above
def CreateClone(self):
return mtf_seconds_values_jd_strategy()