Evening Star Pattern Strategy
The Evening Star mirrors the Morning Star but indicates a potential top. It begins with a strong bullish candle, followed by a small indecision candle, and ends with a bearish candle closing below the midpoint of the first bar.
Testing indicates an average annual return of about 100%. It performs best in the forex market.
The algorithm watches sequences of three candles. When the pattern forms, it enters short with a stop above the small middle candle's high. Positions exit once price drops beneath the confirmation candle's low or if the stop is triggered.
Since the setup anticipates a quick reversal from overbought conditions, trades typically aim for short, momentum-driven moves lower.
Details
- Entry Criteria: Three-candle Evening Star pattern.
- Long/Short: Short only.
- Exit Criteria: Price below confirmation bar low or stop-loss.
- Stops: Yes, above middle candle high.
- Default Values:
CandleType= 5 minuteStopLossPercent= 1
- Filters:
- Category: Pattern
- Direction: Short
- Indicators: Candlestick
- Stops: Yes
- Complexity: Intermediate
- Timeframe: Intraday
- Seasonality: No
- Neural networks: No
- Divergence: No
- Risk level: Medium
using System;
using System.Collections.Generic;
using Ecng.Common;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
namespace StockSharp.Samples.Strategies;
/// <summary>
/// Evening Star candle pattern strategy.
/// Evening Star: 1st bullish, 2nd small body (doji), 3rd bearish closing below midpoint of 1st.
/// Morning Star (reverse): 1st bearish, 2nd small body, 3rd bullish closing above midpoint of 1st.
/// Uses SMA for exit signals.
/// </summary>
public class EveningStarStrategy : Strategy
{
private readonly StrategyParam<int> _maPeriod;
private readonly StrategyParam<DataType> _candleType;
private readonly StrategyParam<int> _cooldownBars;
private ICandleMessage _bar1;
private ICandleMessage _bar2;
private int _cooldown;
/// <summary>
/// MA Period.
/// </summary>
public int MAPeriod
{
get => _maPeriod.Value;
set => _maPeriod.Value = value;
}
/// <summary>
/// Candle type.
/// </summary>
public DataType CandleType
{
get => _candleType.Value;
set => _candleType.Value = value;
}
/// <summary>
/// Cooldown bars.
/// </summary>
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
/// <summary>
/// Constructor.
/// </summary>
public EveningStarStrategy()
{
_maPeriod = Param(nameof(MAPeriod), 20)
.SetGreaterThanZero()
.SetDisplay("MA Period", "Period for SMA", "Indicators");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
.SetDisplay("Candle Type", "Type of candles to use", "General");
_cooldownBars = Param(nameof(CooldownBars), 500)
.SetRange(1, 1000)
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "General");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
{
return [(Security, CandleType)];
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_bar1 = null;
_bar2 = null;
_cooldown = default;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_bar1 = null;
_bar2 = null;
_cooldown = 0;
var sma = new SimpleMovingAverage { Length = MAPeriod };
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(sma, ProcessCandle)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, sma);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle, decimal smaValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!IsFormedAndOnlineAndAllowTrading())
return;
if (_cooldown > 0)
{
_cooldown--;
_bar1 = _bar2;
_bar2 = candle;
return;
}
if (_bar1 != null && _bar2 != null)
{
var firstBody = Math.Abs(_bar1.OpenPrice - _bar1.ClosePrice);
var secondBody = Math.Abs(_bar2.OpenPrice - _bar2.ClosePrice);
var secondSmall = firstBody > 0 && secondBody < firstBody * 0.5m;
var firstMid = (_bar1.HighPrice + _bar1.LowPrice) / 2;
// Evening Star (bearish reversal) - primary
var firstBullish = _bar1.ClosePrice > _bar1.OpenPrice;
var thirdBearish = candle.ClosePrice < candle.OpenPrice;
var eveningStar = firstBullish && secondSmall && thirdBearish && candle.ClosePrice < firstMid;
// Morning Star (bullish reversal) - secondary
var firstBearish = _bar1.ClosePrice < _bar1.OpenPrice;
var thirdBullish = candle.ClosePrice > candle.OpenPrice;
var morningStar = firstBearish && secondSmall && thirdBullish && candle.ClosePrice > firstMid;
if (Position == 0 && eveningStar)
{
SellMarket();
_cooldown = CooldownBars;
}
else if (Position == 0 && morningStar)
{
BuyMarket();
_cooldown = CooldownBars;
}
else if (Position > 0 && candle.ClosePrice < smaValue)
{
SellMarket();
_cooldown = CooldownBars;
}
else if (Position < 0 && candle.ClosePrice > smaValue)
{
BuyMarket();
_cooldown = CooldownBars;
}
}
_bar1 = _bar2;
_bar2 = candle;
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan, Math
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import SimpleMovingAverage
from StockSharp.Algo.Strategies import Strategy
class evening_star_strategy(Strategy):
"""
Evening Star candle pattern strategy.
Evening Star: 1st bullish, 2nd small body (doji), 3rd bearish closing below midpoint of 1st.
Morning Star (reverse): 1st bearish, 2nd small body, 3rd bullish closing above midpoint of 1st.
Uses SMA for exit signals.
"""
def __init__(self):
super(evening_star_strategy, self).__init__()
self._ma_period = self.Param("MAPeriod", 20).SetDisplay("MA Period", "Period for SMA", "Indicators")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(1))).SetDisplay("Candle Type", "Type of candles to use", "General")
self._cooldown_bars = self.Param("CooldownBars", 500).SetDisplay("Cooldown Bars", "Bars to wait between trades", "General")
self._bar1 = None
self._bar2 = None
self._cooldown = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(evening_star_strategy, self).OnReseted()
self._bar1 = None
self._bar2 = None
self._cooldown = 0
def OnStarted2(self, time):
super(evening_star_strategy, self).OnStarted2(time)
self._bar1 = None
self._bar2 = None
self._cooldown = 0
sma = SimpleMovingAverage()
sma.Length = self._ma_period.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(sma, 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):
if candle.State != CandleStates.Finished:
return
if self._cooldown > 0:
self._cooldown -= 1
self._bar1 = self._bar2
self._bar2 = candle
return
if self._bar1 is not None and self._bar2 is not None:
first_body = abs(float(self._bar1.OpenPrice) - float(self._bar1.ClosePrice))
second_body = abs(float(self._bar2.OpenPrice) - float(self._bar2.ClosePrice))
second_small = first_body > 0 and second_body < first_body * 0.5
first_mid = (float(self._bar1.HighPrice) + float(self._bar1.LowPrice)) / 2.0
# Evening Star (bearish reversal) - primary
first_bullish = self._bar1.ClosePrice > self._bar1.OpenPrice
third_bearish = candle.ClosePrice < candle.OpenPrice
evening_star = first_bullish and second_small and third_bearish and float(candle.ClosePrice) < first_mid
# Morning Star (bullish reversal) - secondary
first_bearish = self._bar1.ClosePrice < self._bar1.OpenPrice
third_bullish = candle.ClosePrice > candle.OpenPrice
morning_star = first_bearish and second_small and third_bullish and float(candle.ClosePrice) > first_mid
sv = float(sma_val)
close = float(candle.ClosePrice)
cd = self._cooldown_bars.Value
if self.Position == 0 and evening_star:
self.SellMarket()
self._cooldown = cd
elif self.Position == 0 and morning_star:
self.BuyMarket()
self._cooldown = cd
elif self.Position > 0 and close < sv:
self.SellMarket()
self._cooldown = cd
elif self.Position < 0 and close > sv:
self.BuyMarket()
self._cooldown = cd
self._bar1 = self._bar2
self._bar2 = candle
def CreateClone(self):
return evening_star_strategy()