| 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 0 Tracking Error 0 Treynor Ratio 0 Total Fees $0.00 Estimated Strategy Capacity $0 Lowest Capacity Asset Portfolio Turnover 0% |
from QuantConnect.Algorithm import QCAlgorithm
from QuantConnect.Data.Custom import *
from QuantConnect.Orders import *
from QuantConnect.Securities.Option import OptionPriceModels
from datetime import timedelta, datetime
import csv
import io
class SPXWTradingAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2023, 10, 30)
self.SetCash(100000)
index_symbol = self.AddIndex("SPX").Symbol
option = self.AddIndexOption(index_symbol, "SPXW")
self.symbol = option.Symbol
option.SetFilter(-2, 2, timedelta(0), timedelta(2))
option.PriceModel = OptionPriceModels.CrankNicolsonFD()
option.EnableGreekApproximation = True
self.Schedule.On(self.DateRules.EveryDay(self.symbol), self.TimeRules.Every(timedelta(seconds=30)), self.Trade)
def Trade(self):
csv_string = self.Download('https://docs.google.com/spreadsheets/d/1wwadCU8msu6FEUJt1ANoZS2qMO2MWiheARrdm7zaQlM/export?format=csv')
csv_reader = csv.DictReader(io.StringIO(csv_string))
for i, order in enumerate(csv_reader):
if i < 2: # Print the first two rows
self.Debug(str(order))
trigger_time = datetime.fromtimestamp(int(order['Trigger Time']))
if self.Time.date() == trigger_time.date():
expiry = datetime.strptime(str(order['TWS Contract Date']), '%Y%m%d')
optionchain = self.OptionChainProvider.GetOptionContractList(self.symbol, self.Time.date())
contracts = [i for i in optionchain if i.ID.Date.date() == expiry.date()]
if len(contracts) < 1:
self.Debug(f"Not enough option contracts for order: {order}")
continue
contracts.sort(key=lambda x: abs(x.ID.StrikePrice - float(order['Strike 1'])))
quantity = int(order['Order Quantity'])
if self.Securities.ContainsKey(contracts[0]):
contract = self.Securities[contracts[0]]
legs = []
for i in range(1, 5):
if order[f'Right {i}']:
right = OptionRight.Call if order[f'Right {i}'] == 'C' else OptionRight.Put
legs.append(Leg.Create(contracts[i-1], quantity, (contract.AskPrice + contract.BidPrice) / 2))
self.Debug(f"Added leg: {contracts[i-1].Symbol.Value}, {right}, {quantity}")
ticket = self.ComboLegLimitOrder(legs, 1)
self.Debug(f"Symbol: {ticket.Symbol}; Quantity filled: {ticket.QuantityFilled}; Fill price: {ticket.AverageFillPrice}")
def OnOrderEvent(self, orderEvent):
if orderEvent.Status == OrderStatus.Filled:
self.Debug(str(orderEvent))