| Overall Statistics |
|
Total Trades 198 Average Win 0.00% Average Loss 0.00% Compounding Annual Return -0.003% Drawdown 0.000% Expectancy -0.631 Net Profit -0.001% Sharpe Ratio -5.045 Probabilistic Sharpe Ratio 0.000% Loss Rate 90% Win Rate 10% Profit-Loss Ratio 2.65 Alpha 0 Beta 0 Annual Standard Deviation 0 Annual Variance 0 Information Ratio -0.149 Tracking Error 0.079 Treynor Ratio -2.941 Total Fees $0.00 |
from Alphas.EmaCrossAlphaModel import EmaCrossAlphaModel
from datetime import datetime,timedelta
import numpy as np
from System.Collections.Generic import List
from QuantConnect.Data.UniverseSelection import*
from System import *
from QuantConnect.Indicators import ExponentialMovingAverage
class ScheduledEventsAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2020, 1, 1) # Set Start Date
self.SetEndDate(2020, 6, 22) # Set end date
self.SetCash(100000000) # Set Strategy Cash
self.forex = self.AddForex("EURUSD", Resolution.Minute, Market.Oanda)
self.SetBrokerageModel(BrokerageName.OandaBrokerage)
self.EMA5 = ExponentialMovingAverage(5)
self.RegisterIndicator("EURUSD", self.EMA5, timedelta(minutes=5))
self.EMA40 = ExponentialMovingAverage(40)
self.RegisterIndicator("EURUSD", self.EMA40, timedelta(minutes=5))
self.SetBenchmark("EURUSD")
self.SetWarmUp(55)
self.Schedule.On(self.DateRules.Every(DayOfWeek.Monday, DayOfWeek.Tuesday, DayOfWeek.Wednesday, DayOfWeek.Thursday, DayOfWeek.Friday), self.TimeRules.At(6,0), self.SpecificTime)
self.marketTicket=None
self.stopLimitTicket=None
self.stopMarketTicket=None
def OnData(self, data):
if self.IsWarmingUp:
return
def SpecificTime(self):
self.Plot('Custom', 'EMA5', self.EMA5.Current.Value)
self.Plot('Custom', 'EMA40', self.EMA40.Current.Value)
close=self.Securities["EURUSD"].Close
if self.marketTicket==None:
if self.EMA5.Current.Value<self.EMA40.Current.Value:
self.marketTicket=self.MarketOrder("EURUSD", 100000)
self.stopLimitTicket = self.LimitOrder("EURUSD", -100000, (close+0.0011))
self.stopMarketTicket = self.StopMarketOrder("EURUSD", -100000, (close-0.0005))
if self.EMA5.Current.Value<self.EMA40.Current.Value:
self.MarketOrder("EURUSD", -100000)
self.stopLimitTicket = self.LimitOrder("EURUSD", 100000, (close-0.0011))
self.stopMarketTicekt = self.StopMarketOrder("EURUSD", 100000, (close+0.0005))
def OnOrderEvent(self, orderEvent):
if self.stopLimitTicket !=None and self.stopLimitTicket.OrderId == orderEvent.OrderId:
self.stopMarketTicket.Cancel()
self.marketTicket=None
allCancelledOrders=self.Transactions.CancelOpenOrders()
self.Liquidate()
if self.stopMarketTicket !=None and self.stopMarketTicket.OrderId == orderEvent.OrderId:
self.stopLimitTicket.Cancel()
self.marketTicket=None
allCancelledOrders=self.Transactions.CancelOpenOrders()
self.Liquidate