/*
* 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 QuantConnect.Data;
using QuantConnect.Interfaces;
using QuantConnect.Orders;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Algorithm asserting that the and
/// events are fired when trading equities
///
public class EquityMarginCallAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
{
private Symbol _symbol;
private bool _receivedMarginCallWarning;
private bool _onMarginCallWasCalled;
public override void Initialize()
{
SetStartDate(2015, 12, 23);
SetEndDate(2015, 12, 30);
SetCash(100000);
var equity = AddEquity("GOOG");
equity.SetLeverage(100);
_symbol = equity.Symbol;
}
public override void OnData(Slice slice)
{
if (!Portfolio.Invested)
{
SetHoldings(_symbol, 86);
}
}
public override void OnMarginCall(List requests)
{
Debug($"OnMarginCall at {Time}");
_onMarginCallWasCalled = true;
foreach (var request in requests)
{
var security = Portfolio.Securities[request.Symbol];
// Ensure margin call orders only happen when the exchange is open
if (!security.Exchange.ExchangeOpen)
{
throw new RegressionTestException("Margin calls should not occur outside regular market hours!");
}
}
}
public override void OnMarginCallWarning()
{
Debug($"OnMarginCallWarning at {Time}");
_receivedMarginCallWarning = true;
}
public override void OnEndOfAlgorithm()
{
if (!_receivedMarginCallWarning)
{
throw new RegressionTestException("OnMarginCallWarning was not invoked");
}
if (!_onMarginCallWasCalled)
{
throw new RegressionTestException("OnMarginCall was not invoked");
}
// margin call orders should have liquidated part of the position and get us within the maintenance margin
if (Portfolio.MarginRemaining < 0)
{
throw new RegressionTestException("MarginRemaining should be positive");
}
}
///
/// 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 => 3190;
///
/// Data Points count of the algorithm history
///
public int AlgorithmHistoryDataPoints => 0;
///
/// 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", "7"},
{"Average Win", "0%"},
{"Average Loss", "-6.17%"},
{"Compounding Annual Return", "-100.000%"},
{"Drawdown", "72.300%"},
{"Expectancy", "-1"},
{"Start Equity", "100000"},
{"End Equity", "50554.98"},
{"Net Profit", "-49.445%"},
{"Sharpe Ratio", "-1.155"},
{"Sortino Ratio", "0"},
{"Probabilistic Sharpe Ratio", "0.982%"},
{"Loss Rate", "100%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "-0.961"},
{"Beta", "1.583"},
{"Annual Standard Deviation", "0.87"},
{"Annual Variance", "0.756"},
{"Information Ratio", "-1.135"},
{"Tracking Error", "0.861"},
{"Treynor Ratio", "-0.635"},
{"Total Fees", "$91.53"},
{"Estimated Strategy Capacity", "$8000.00"},
{"Lowest Capacity Asset", "GOOCV VP83T1ZUHROL"},
{"Portfolio Turnover", "2904.79%"},
{"Drawdown Recovery", "0"},
{"OrderListHash", "80d456f6613030d3ff67b6c59dba5707"}
};
}
}