| Overall Statistics |
|
Total Trades 0 Average Win 0% Average Loss 0% Compounding Annual Return 0% Drawdown 0% Expectancy 0 Net Profit 0% Sharpe Ratio 0 Probabilistic Sharpe Ratio 0% Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 0 Beta 0 Annual Standard Deviation 0 Annual Variance 0 Information Ratio 1.203 Tracking Error 0.068 Treynor Ratio 0 Total Fees $0.00 |
from clr import AddReference
AddReference("System")
AddReference("QuantConnect.Algorithm")
AddReference("QuantConnect.Common")
from System import *
from QuantConnect import *
from QuantConnect.Algorithm import *
from QuantConnect.Data.Consolidators import *
from datetime import timedelta
from QuantConnect.Indicators import CommodityChannelIndex, Stochastic
from QuantConnect.Data import Slice
class NotebookProject(QCAlgorithm):
wti_thirtyMinute = None
gold_thirtyMinute = None
naturalgas_thirtyMinute = None
def Initialize(self):
self.SetTimeZone("Europe/London")
self.SetBrokerageModel(BrokerageName.OandaBrokerage)
#self.SetStartDate(DateTime(2020, 6, 29)) #Set Start Date
self.SetStartDate(datetime.now() - timedelta(2)) #Set Start Date
#self.SetEndDate(DateTime(2020, 7, 1)) #Set End Date
self.SetEndDate(datetime.now()) #Set End Date
self.wticousd = self.AddCfd("WTICOUSD", Resolution.Minute, Market.Oanda)
self.gold = self.AddCfd("XAUUSD", Resolution.Minute, Market.Oanda)
self.natgasusd = self.AddCfd("NATGASUSD", Resolution.Minute, Market.Oanda)
self.wticousd.SetDataNormalizationMode(DataNormalizationMode.Raw)
self.gold.SetDataNormalizationMode(DataNormalizationMode.Raw)
self.natgasusd.SetDataNormalizationMode(DataNormalizationMode.Raw)
#WEST TEXAS
thirtyMinuteConsolidator = QuoteBarConsolidator(timedelta(minutes=15))
thirtyMinuteConsolidator.DataConsolidated += self.ThirtyMinuteQuoteBarHandler
self.SubscriptionManager.AddConsolidator("WTICOUSD", thirtyMinuteConsolidator)
#GOLD
gold_thirtyMinuteConsolidator = QuoteBarConsolidator(timedelta(minutes=15))
gold_thirtyMinuteConsolidator.DataConsolidated += self.gold_ThirtyMinuteQuoteBarHandler
self.SubscriptionManager.AddConsolidator("XAUUSD", gold_thirtyMinuteConsolidator)
#NATURAL GAS
naturalgas_thirtyMinuteConsolidator = QuoteBarConsolidator(timedelta(minutes=15))
naturalgas_thirtyMinuteConsolidator.DataConsolidated += self.naturalgas_ThirtyMinuteQuoteBarHandler
self.SubscriptionManager.AddConsolidator("NATGASUSD", naturalgas_thirtyMinuteConsolidator)
self.sto_wti = Stochastic("WTICOUSD", 350, 21, 21)
self.cci_wti = CommodityChannelIndex("WTICOUSD", 175)
self.sto_gold = Stochastic("XAUUSD", 172, 21, 95)
self.cci_gold = CommodityChannelIndex("XAUUSD", 200)
self.sto_naturalgas = Stochastic("NATGASUSD", 210, 21, 260)
self.cci_naturalgas = CommodityChannelIndex("NATGASUSD", 200)
self.PlotIndicator("Indicator-WTICOUSD ", self.sto_wti.StochD)
self.PlotIndicator("Indicator-CommodityChannelIndex_WTI ", self.cci_wti.TypicalPriceAverage)
self.PlotIndicator("Indicator-XAUUSD ", self.sto_gold.StochD)
self.PlotIndicator("Indicator-CommodityChannelIndex_GOLD", self.cci_gold.TypicalPriceAverage)
self.PlotIndicator("Indicator-NATGASUSD ", self.sto_naturalgas.StochD)
self.PlotIndicator("Indicator-CommodityChannelIndex_GOLD", self.cci_naturalgas.TypicalPriceAverage)
self.SetWarmup((210+21+260)*15, Resolution.Minute)
def OnData(self, data):
pass
def ThirtyMinuteQuoteBarHandler(self, sender, consolidated):
self.sto_wti.Update(consolidated)
self.cci_wti.Update(consolidated)
sto_value_wti = self.sto_wti.StochD
cci_value_wti = self.cci_wti.ComputeNextValue
if self.IsWarmingUp:
return
#TESTING
#if (str(consolidated.Symbol) == "WTICOUSD" and (self.Time.month == 6 and self.Time.day == 18 and self.Time.hour == 9 and self.Time.minute == 0)):
#self.Debug(f'{self.Time} >> STO >> {sto_value_wti} CCI >> {cci_value}')
#self.Notify.Email("martintolmusk@gmail.com", "WTICOUSD Stochastic above 60", str(sto_value_wti))
# self.Debug(f'{self.Time} >> STO >> {sto_value_wti}')
#LIVE
#if (self.Time.month == 7 and self.Time.day == 10 and self.Time.hour == 10 and self.Time.minute == 0) and (float(str(sto_value_wti.Current.Value)) >= float(62) and float(str(sto_value_wti.Current.Value)) <= float(68)):
#if float(str(sto_value_wti.Current.Value)) <= float(20) and float(str(cci_value_wti)) <= float(100):
# self.Notify.Email("martintolmusk@gmail.com", "WTICOUSD Stochastic between Less Than 20", "BUY ALERT below 20 for 1,300 pips = Stochastic", str(sto_value_wti.Current.Value))
# self.Notify.Email("martintolmusk@gmail.com", "WTICOUSD CCI Must Be Less than -100", "BUY ALERT for 1,300 pips", str(cci_value_wti))
self.Debug(f'{self.Time} STO >> {cci_value_wti}')
#self.Log(f'{self.Time} STO >> {sto_value_wti.Current.Value}')
#
#elif float(str(sto_value_wti.Current.Value)) <= float(14):
#self.Debug(f'I am in elif')
#self.Debug(f'{self.Time} STO >> {sto_value_wti.Current.Value}')
# self.Notify.Email("martintolmusk@gmail.com", "WTICOUSD Stochastic < 30", "Buy for 1300 pips at below @14", str(sto_value_wti.Current.Value))
#else:
#self.Notify.Email("martintolmusk@gmail.com", "Nonsense", "Nonsense email")
#self.Log(f'{self.Time} >> STO >> {sto_value_wti.Current.Value} ')
#self.Debug(f'{self.Time} >> STO >> {sto_value_wti.Current.Value} ')
# return
#self.Debug(f'{self.Time} >> STO >> {consolidated.Symbol}')
self.wti_thirtyMinute = consolidated
def gold_ThirtyMinuteQuoteBarHandler(self, sender, consolidated):
self.sto_gold.Update(consolidated)
self.cci_gold.Update(consolidated)
sto_value_gold = self.sto_gold.StochD
cci_value_gold = self.cci_gold.TypicalPriceAverage
if self.IsWarmingUp:
return
#TESTING
#if self.Time.month == 6 and self.Time.day == 18 and self.Time.hour >= 7 and self.Time.hour <= 11:
#self.Debug(f'{self.Time} >> STO >> {sto_value_gold} CCI >> {cci_value}')
#self.Notify.Email("martintolmusk@gmail.com", "WTICOUSD Stochastic above 60", str(sto_value_gold))
#self.Debug(f'{self.Time} >> STO >> {sto_value_gold}')
#LIVE
if float(str(sto_value_gold.Current.Value)) >= float(62) and float(str(sto_value_gold.Current.Value)) < float(68):
self.Notify.Email("martintolmusk@gmail.com", "GOLD Stochastic between 62 and 67", "BUY ALERT for 15 dollars @66", str(sto_value_gold.Current.Value))
self.Notify.Email("martintolmusk@gmail.com", "GOLD CCI", "BUY ALERT for 15 dollars @66", str(cci_value_gold))
#self.Debug(f'{self.Time} STO >> {sto_value_gold.Current.Value}')
#else:
#self.Notify.Email("martintolmusk@gmail.com", "Nonsense", "Nonsense email")
#self.Debug(f'{self.Time} >> STO >> {sto_value_gold.Current.Value} ')
self.gold_thirtyMinute = consolidated
def naturalgas_ThirtyMinuteQuoteBarHandler(self, sender, consolidated):
self.sto_naturalgas.Update(consolidated)
self.cci_naturalgas.Update(consolidated)
sto_value_naturalgas = self.sto_naturalgas.StochD
cci_value_naturalgas = self.cci_naturalgas.TypicalPriceAverage
if self.IsWarmingUp:
return
#TESTING
#if self.Time.month == 6 and self.Time.day == 18 and self.Time.hour >= 7 and self.Time.hour <= 11:
#self.Debug(f'{self.Time} >> STO >> {sto_value_gold} CCI >> {cci_value}')
#self.Notify.Email("martintolmusk@gmail.com", "WTICOUSD Stochastic above 60", str(sto_value_gold))
#self.Debug(f'{self.Time} >> STO >> {sto_value_gold}')
#LIVE
if float(str(sto_value_naturalgas.Current.Value)) <= float(20):
self.Notify.Email("martintolmusk@gmail.com", "GOLD Stochastic between 62 and 67", "BUY ALERT 15 dollars below @20", str(sto_value_naturalgas.Current.Value))
self.Notify.Email("martintolmusk@gmail.com", "GOLD CCI", "BUY ALERT 15 dollars if CCI less than -150", str(cci_value_naturalgas))
#self.Debug(f'{self.Time} STO >> {sto_value_gold.Current.Value}')
#else:
#self.Notify.Email("martintolmusk@gmail.com", "Nonsense", "Nonsense email")
#self.Debug(f'{self.Time} >> STO >> {sto_value_gold.Current.Value} ')
self.naturalgas_thirtyMinute = consolidated