Overall Statistics
Total Trades
3
Average Win
0%
Average Loss
-0.43%
Compounding Annual Return
-11.252%
Drawdown
0.600%
Expectancy
-1
Net Profit
-0.294%
Sharpe Ratio
-2.813
Probabilistic Sharpe Ratio
23.439%
Loss Rate
100%
Win Rate
0%
Profit-Loss Ratio
0
Alpha
-0.094
Beta
-0.013
Annual Standard Deviation
0.031
Annual Variance
0.001
Information Ratio
1.041
Tracking Error
0.38
Treynor Ratio
6.853
Total Fees
$3.00
class VentralResistanceAutosequencers(QCAlgorithm):

    def Initialize(self):
        self.SetStartDate(2020,6,10)  # Set Start Date
        self.SetEndDate(2020,6,18)
        self.spy = self.AddEquity("SPY", Resolution.Daily)
        self.SetCash(250000)  # Set Strategy Cash
        self.sma_high = self.SMA("SPY", 8, Resolution.Daily, Field.High)
        self.sma_low = self.SMA("SPY", 8, Resolution.Daily, Field.Low)
        
        
        self.window = RollingWindow[TradeBar](2)
        
        self.sma_high.Updated += self.SmaUpdated
        self.smaWin = RollingWindow[IndicatorDataPoint](2)
      
      
        self.sma_low.Updated += self.SmaUpdated_low
        self.smaWinn = RollingWindow[IndicatorDataPoint](2)
    
    def SmaUpdated(self, sender, updated):
        self.smaWin.Add(updated)
        
        
    def SmaUpdated_low(self, sender, updated):
        self.smaWinn.Add(updated)
    
    def OnData(self, data):
        if self.IsWarmingUp: return
        self.window.Add(data["SPY"])
        
        if not (self.window.IsReady and self.smaWin.IsReady): return

        if (not self.Portfolio.Invested)  :
            self.MarketOrder("SPY",100)
            Open = self.Securities["SPY"].Open
            self.StopMarketOrder("SPY",-100, Open* 0.95)
        if (self.Portfolio.Invested):
            self.Debug("Total unrealized profit: " + str(self.Portfolio.TotalUnrealizedProfit)+ "this is the spy sma 8 high " + str(self.smaWin[0].Value))
    
    
    def OnOrderEvent(self, orderEvent):
        if orderEvent.Status == OrderStatus.Filled:
            self.lastOrderEvent = orderEvent
            self.Debug("this is the order event"+str(orderEvent.OrderId))