Overall Statistics
Total Orders
1480
Average Win
0.15%
Average Loss
-0.13%
Compounding Annual Return
0.395%
Drawdown
7.700%
Expectancy
0.018
Start Equity
100000
End Equity
101490
Net Profit
1.490%
Sharpe Ratio
-1.678
Sortino Ratio
-1.675
Probabilistic Sharpe Ratio
0.012%
Loss Rate
53%
Win Rate
47%
Profit-Loss Ratio
1.18
Alpha
-0.05
Beta
0.051
Annual Standard Deviation
0.027
Annual Variance
0.001
Information Ratio
-0.854
Tracking Error
0.14
Treynor Ratio
-0.908
Total Fees
$0.00
Estimated Strategy Capacity
$460000.00
Lowest Capacity Asset
SPXW YZKQQ3P604A6|SPX 31
Portfolio Turnover
0.55%
Drawdown Recovery
1065
#region imports
    using System;
    using System.Collections;
    using System.Collections.Generic;
    using System.Linq;
    using System.Globalization;
    using System.Drawing;
    using QuantConnect;
    using QuantConnect.Algorithm.Framework;
    using QuantConnect.Algorithm.Framework.Selection;
    using QuantConnect.Algorithm.Framework.Alphas;
    using QuantConnect.Algorithm.Framework.Portfolio;
    using QuantConnect.Algorithm.Framework.Portfolio.SignalExports;
    using QuantConnect.Algorithm.Framework.Execution;
    using QuantConnect.Algorithm.Framework.Risk;
    using QuantConnect.Algorithm.Selection;
    using QuantConnect.Api;
    using QuantConnect.Parameters;
    using QuantConnect.Benchmarks;
    using QuantConnect.Brokerages;
    using QuantConnect.Commands;
    using QuantConnect.Configuration;
    using QuantConnect.Util;
    using QuantConnect.Interfaces;
    using QuantConnect.Algorithm;
    using QuantConnect.Indicators;
    using QuantConnect.Data;
    using QuantConnect.Data.Auxiliary;
    using QuantConnect.Data.Consolidators;
    using QuantConnect.Data.Custom;
    using QuantConnect.Data.Custom.IconicTypes;
    using QuantConnect.DataSource;
    using QuantConnect.Data.Fundamental;
    using QuantConnect.Data.Market;
    using QuantConnect.Data.Shortable;
    using QuantConnect.Data.UniverseSelection;
    using QuantConnect.Notifications;
    using QuantConnect.Orders;
    using QuantConnect.Orders.Fees;
    using QuantConnect.Orders.Fills;
    using QuantConnect.Orders.OptionExercise;
    using QuantConnect.Orders.Slippage;
    using QuantConnect.Orders.TimeInForces;
    using QuantConnect.Python;
    using QuantConnect.Scheduling;
    using QuantConnect.Securities;
    using QuantConnect.Securities.Equity;
    using QuantConnect.Securities.Future;
    using QuantConnect.Securities.Option;
    using QuantConnect.Securities.Positions;
    using QuantConnect.Securities.Forex;
    using QuantConnect.Securities.Crypto;
    using QuantConnect.Securities.CryptoFuture;
    using QuantConnect.Securities.IndexOption;
    using QuantConnect.Securities.Interfaces;
    using QuantConnect.Securities.Volatility;
    using QuantConnect.Storage;
    using QuantConnect.Statistics;
    using QCAlgorithmFramework = QuantConnect.Algorithm.QCAlgorithm;
    using QCAlgorithmFrameworkBridge = QuantConnect.Algorithm.QCAlgorithm;
    using Calendar = QuantConnect.Data.Consolidators.Calendar;
    using Futures = QuantConnect.Securities.Futures;
#endregion
namespace QuantConnect.Algorithm.CSharp
{
    /// <summary>
    /// SPX 0DTE long call strategy:
    ///  - 15-minute SPX bars, EMA(55)
    ///  - When the 15-min close crosses above the EMA55, buy 1 same-day-expiry (0DTE)
    ///    SPXW call with delta closest to 0.30
    ///  - Take profit +20% of premium, stop loss -20% of premium (checked each minute)
    ///  - Flatten at 15:55 ET if neither level was hit
    /// </summary>
    public class Newproject : QCAlgorithm
    {
        private Symbol _spx;
        private Symbol _spxwCanonical;
        private ExponentialMovingAverage _ema;

        private decimal _prevClose;
        private decimal _prevEma;
        private bool _hasPrev;

        private DateTime _pendingEntryUntil = DateTime.MinValue;

        private Symbol _heldOption;
        private decimal _entryPrice;

        private static readonly TimeSpan LastEntryTime = new TimeSpan(15, 30, 0);
        private static readonly TimeSpan FlattenTime = new TimeSpan(15, 55, 0);

        private int _barCount;
        private int _signalCount;
        private int _attemptCount;
        private int _chainLogCount;

        public override void Initialize()
        {
            SetStartDate(2022, 5, 1);
            SetEndDate(2026, 1, 31);
            SetCash(100000);

            var index = AddIndex("SPX", Resolution.Minute);
            _spx = index.Symbol;

            var option = AddIndexOption(_spx, "SPXW", Resolution.Minute);
            // 0DTE calls only, strikes from 5 below to 30 above ATM (0.30-delta calls are OTM)
            option.SetFilter(u => u.Expiration(0, 0).CallsOnly().Strikes(-5, 30));
            option.PriceModel = OptionPriceModels.BlackScholes();
            _spxwCanonical = option.Symbol;

            _ema = new ExponentialMovingAverage(55);
            Consolidate(_spx, TimeSpan.FromMinutes(15), OnFifteenMinuteBar);

            SetWarmUp(TimeSpan.FromDays(10));
        }

        private void OnFifteenMinuteBar(TradeBar bar)
        {
            _barCount++;
            _ema.Update(bar.EndTime, bar.Close);
            var emaValue = _ema.Current.Value;

            // NOTE: SPX index data is stamped in Chicago time; algorithm Time is New York.
            // Use algorithm Time for all session-time logic.
            if (_ema.IsReady && _hasPrev && !IsWarmingUp
                && _prevClose <= _prevEma && bar.Close > emaValue
                && !Portfolio.Invested
                && Time.TimeOfDay <= LastEntryTime)
            {
                // signal: cross above EMA55 -> try to enter on the next few minute bars
                _pendingEntryUntil = Time.AddMinutes(5);
                _signalCount++;
            }

            _prevClose = bar.Close;
            _prevEma = emaValue;
            _hasPrev = true;
        }

        public override void OnData(Slice slice)
        {
            if (IsWarmingUp) return;

            // ---- manage open position ----
            if (_heldOption != null)
            {
                if (!Portfolio[_heldOption].Invested)
                {
                    _heldOption = null;
                }
                else
                {
                    var price = Securities[_heldOption].Price;
                    if (price > 0 && _entryPrice > 0)
                    {
                        if (price >= _entryPrice * 1.20m)
                        {
                            Liquidate(_heldOption, "take profit +20%");
                            _heldOption = null;
                            return;
                        }
                        if (price <= _entryPrice * 0.80m)
                        {
                            Liquidate(_heldOption, "stop loss -20%");
                            _heldOption = null;
                            return;
                        }
                    }
                    if (Time.TimeOfDay >= FlattenTime)
                    {
                        Liquidate(_heldOption, "eod flatten before 0DTE expiry");
                        _heldOption = null;
                    }
                    return;
                }
            }

            // ---- entry ----
            if (Time >= _pendingEntryUntil) return;
            if (!slice.OptionChains.TryGetValue(_spxwCanonical, out var chain))
            {
                _attemptCount++;
                if (_attemptCount <= 20) Debug($"ATTEMPT {Time}: no option chain in slice");
                return;
            }

            var todaysCalls = chain
                .Where(c => c.Right == OptionRight.Call && c.Expiry.Date == Time.Date)
                .Where(c => c.AskPrice > 0)
                .ToList();

            var candidate = todaysCalls
                .Select(c => new { Contract = c, Delta = c.Greeks.Delta })
                .Where(x => x.Delta > 0.05m && x.Delta < 0.95m)
                .OrderBy(x => Math.Abs(x.Delta - 0.30m))
                .FirstOrDefault();

            if (candidate == null) return;

            _pendingEntryUntil = DateTime.MinValue;
            MarketOrder(candidate.Contract.Symbol, 1,
                tag: $"entry: delta={candidate.Delta:F2} strike={candidate.Contract.Strike}");
        }

        public override void OnOrderEvent(OrderEvent orderEvent)
        {
            if (orderEvent.Status != OrderStatus.Filled) return;

            if (orderEvent.Direction == OrderDirection.Buy
                && orderEvent.Symbol.SecurityType == SecurityType.IndexOption)
            {
                _heldOption = orderEvent.Symbol;
                _entryPrice = orderEvent.FillPrice;
            }
        }
    }
}