/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
using System;
using System.Collections.Generic;
using System.Linq;
using System.Reflection;
using QuantConnect.Data;
using QuantConnect.Interfaces;
using QuantConnect.Orders;
using QuantConnect.Securities;
using QuantConnect.Util;
namespace QuantConnect.Algorithm.CSharp
{
///
/// This regression algorithm tests Out of The Money (OTM) future option expiry for calls.
/// We expect 2 orders from the algorithm, which are:
///
/// * Initial entry, buy ES Call Option (expiring OTM)
/// - contract expires worthless, not exercised, so never opened a position in the underlying
///
/// * Liquidation of worthless ES call option (expiring OTM). The option exercise order fill price must be zero.
///
///
/// Total Trades in regression algorithm should be 1, but expiration is counted as a trade.
/// See related issue: https://github.com/QuantConnect/Lean/issues/4854
///
public class OptionOTMExpiryOrderHasZeroPriceRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
{
private Symbol _es19m20;
private Symbol _esOption;
private Symbol _expectedContract;
private decimal _cashAfterMarketOrder;
private string _firstOptionExerciseOrderEventMessage;
public override void Initialize()
{
SetStartDate(2020, 1, 5);
SetEndDate(2020, 6, 30);
_es19m20 = AddFutureContract(
QuantConnect.Symbol.CreateFuture(
Futures.Indices.SP500EMini,
Market.CME,
new DateTime(2020, 6, 19)),
Resolution.Minute).Symbol;
// Select a future option call expiring OTM, and adds it to the algorithm.
_esOption = AddFutureOptionContract(OptionChain(_es19m20)
.Where(x => x.ID.StrikePrice >= 3300m && x.ID.OptionRight == OptionRight.Call)
.OrderBy(x => x.ID.StrikePrice)
.Take(1)
.Single(), Resolution.Minute).Symbol;
_expectedContract = QuantConnect.Symbol.CreateOption(_es19m20, Market.CME, OptionStyle.American, OptionRight.Call, 3300m, new DateTime(2020, 6, 19));
if (_esOption != _expectedContract)
{
throw new RegressionTestException($"Contract {_expectedContract} was not found in the chain");
}
}
public override void OnData(Slice slice)
{
if (!Portfolio.Invested)
{
MarketOrder(_esOption, 1);
_cashAfterMarketOrder = Portfolio.Cash;
}
}
public override void OnOrderEvent(OrderEvent orderEvent)
{
if (orderEvent.Status != OrderStatus.Filled)
{
// There's lots of noise with OnOrderEvent, but we're only interested in fills.
return;
}
if (!Securities.ContainsKey(orderEvent.Symbol))
{
throw new RegressionTestException($"Order event Symbol not found in Securities collection: {orderEvent.Symbol}");
}
var security = Securities[orderEvent.Symbol];
if (security.Symbol == _es19m20)
{
throw new RegressionTestException("Invalid state: did not expect a position for the underlying to be opened, since this contract expires OTM");
}
if (_cashAfterMarketOrder > 0)
{
// This is the exercise order fill event
if (orderEvent.IsInTheMoney || orderEvent.FillPrice != 0)
{
throw new RegressionTestException($"Expected exercise order event fill price to be zero and to be marked as OTM, " +
$"but was the fill price was {orderEvent.FillPrice} and IsInTheMoney = {orderEvent.IsInTheMoney}");
}
}
if (Transactions.GetOrderById(orderEvent.OrderId).Type == OrderType.OptionExercise && _firstOptionExerciseOrderEventMessage == default)
{
_firstOptionExerciseOrderEventMessage = orderEvent.Message;
}
}
///
/// Ran at the end of the algorithm to ensure the algorithm has no holdings
///
/// The algorithm has holdings
public override void OnEndOfAlgorithm()
{
if (Portfolio.Invested)
{
throw new RegressionTestException($"Expected no holdings at end of algorithm, but are invested in: {string.Join(", ", Portfolio.Keys)}");
}
// No change in cash is expected, only the market order fill price
if (Portfolio.Cash != _cashAfterMarketOrder)
{
throw new RegressionTestException($"Expected no change in cash after the market order. Cash in portfolio: {Portfolio.Cash}. Cash in portfolio after the market order: {_cashAfterMarketOrder}");
}
var orders = Transactions.GetOrders().ToList();
if (orders.Count != 2)
{
throw new RegressionTestException($"Expected 2 orders (market order and OTM option exercise), but found: {orders.Count}");
}
var exerciseOrder = orders.Find(x => x.Type == OrderType.OptionExercise);
if (!_firstOptionExerciseOrderEventMessage.Contains("OTM", StringComparison.InvariantCulture) || exerciseOrder.Price != 0)
{
throw new RegressionTestException($"Expected the OTM exercise order to have price = 0, but was: {exerciseOrder.Price}");
}
}
///
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
///
public bool CanRunLocally { get; } = true;
///
/// This is used by the regression test system to indicate which languages this algorithm is written in.
///
public List Languages { get; } = new() { Language.CSharp };
///
/// Data Points count of all timeslices of algorithm
///
public long DataPoints => 212196;
///
/// Data Points count of the algorithm history
///
public int AlgorithmHistoryDataPoints => 1;
///
/// Final status of the algorithm
///
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;
///
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
///
public Dictionary ExpectedStatistics => new Dictionary
{
{"Total Orders", "2"},
{"Average Win", "0%"},
{"Average Loss", "-3.85%"},
{"Compounding Annual Return", "-7.754%"},
{"Drawdown", "4.300%"},
{"Expectancy", "-1"},
{"Start Equity", "100000"},
{"End Equity", "96148.58"},
{"Net Profit", "-3.851%"},
{"Sharpe Ratio", "-1.221"},
{"Sortino Ratio", "0"},
{"Probabilistic Sharpe Ratio", "0.131%"},
{"Loss Rate", "100%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "-0.063"},
{"Beta", "0.003"},
{"Annual Standard Deviation", "0.052"},
{"Annual Variance", "0.003"},
{"Information Ratio", "-0.198"},
{"Tracking Error", "0.377"},
{"Treynor Ratio", "-23.065"},
{"Total Fees", "$1.42"},
{"Estimated Strategy Capacity", "$180000000.00"},
{"Lowest Capacity Asset", "ES XFH59UPHGV9G|ES XFH59UK0MYO1"},
{"Portfolio Turnover", "0.02%"},
{"Drawdown Recovery", "0"},
{"OrderListHash", "1d3c36cec32b24e8911d87d7b9730192"}
};
}
}