quantconnect--lean/Tests/Common/Securities/SecurityPortfolioManagerTests.cs

/*
 * 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.Concurrent;
using System.Collections.Generic;
using System.Linq;
using System.Xml.Linq;
using NUnit.Framework;
using QuantConnect.Brokerages;
using QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Indicators;
using QuantConnect.Orders;
using QuantConnect.Securities;
using QuantConnect.Util;
using QuantConnect.Securities.Option;
using QuantConnect.Lean.Engine.TransactionHandlers;
using QuantConnect.Brokerages.Backtesting;
using QuantConnect.Tests.Engine;
using QuantConnect.Algorithm;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Lean.Engine.Results;
using QuantConnect.Orders.Fees;
using QuantConnect.Tests.Engine.DataFeeds;
using QuantConnect.Securities.CurrencyConversion;

namespace QuantConnect.Tests.Common.Securities
{
    [TestFixture]
    public class SecurityPortfolioManagerTests
    {
        private static readonly SecurityExchangeHours SecurityExchangeHours = SecurityExchangeHours.AlwaysOpen(TimeZones.NewYork);
        private static readonly Symbol CASH = new Symbol(SecurityIdentifier.GenerateBase(null, "CASH", Market.USA), "CASH");
        private static readonly Symbol MCHJWB = new Symbol(SecurityIdentifier.GenerateForex("MCHJWB", Market.FXCM), "MCHJWB");
        private static readonly Symbol MCHUSD = new Symbol(SecurityIdentifier.GenerateForex("MCHUSD", Market.FXCM), "MCHUSD");
        private static readonly Symbol USDJWB = new Symbol(SecurityIdentifier.GenerateForex("USDJWB", Market.FXCM), "USDJWB");
        private static readonly Symbol JWBUSD = new Symbol(SecurityIdentifier.GenerateForex("JWBUSD", Market.FXCM), "JWBUSD");

        private static readonly Dictionary<string, Symbol> SymbolMap = new Dictionary<string, Symbol>
        {
            {"CASH", CASH},
            {"MCHJWB", MCHJWB},
            {"MCHUSD", MCHUSD},
            {"USDJWB", USDJWB},
            {"JWBUSD", JWBUSD},
        };

        private QCAlgorithm _algorithm;
        private SecurityManager _securities;
        private SecurityTransactionManager _transactions;
        private BacktestingTransactionHandler _transactionHandler;
        private SecurityPortfolioManager _portfolio;
        private BacktestingBrokerage _backtestingBrokerage;
        private IResultHandler _resultHandler;

        [SetUp]
        public void SetUp()
        {
            _resultHandler = new TestResultHandler(Console.WriteLine);

            _algorithm = new QCAlgorithm();
            _securities = new SecurityManager(TimeKeeper);
            _transactions = new SecurityTransactionManager(null, _securities);
            _transactionHandler = new BacktestingTransactionHandler();
            _portfolio = new SecurityPortfolioManager(_securities, _transactions, new AlgorithmSettings());

            _algorithm.Securities = _securities;
            _backtestingBrokerage = new BacktestingBrokerage(_algorithm);
            _transactionHandler.Initialize(_algorithm, _backtestingBrokerage, _resultHandler);
            _transactions.SetOrderProcessor(_transactionHandler);
        }

        [TearDown]
        public void TearDown()
        {
            _transactionHandler.Exit();
            _resultHandler.Exit();
            _backtestingBrokerage.Dispose();
        }

        [Test]
        public void TestCashFills()
        {
            // this test asserts the portfolio behaves according to the Test_Cash algo, see TestData\CashTestingStrategy.csv
            // also "https://www.dropbox.com/s/oiliumoyqqj1ovl/2013-cash.csv?dl=1"

            const string fillsFile = "TestData/test_cash_fills.xml";
            const string equityFile = "TestData/test_cash_equity.xml";

            var fills = XDocument.Load(fillsFile).Descendants("OrderEvent").Select(x => new OrderEvent(
                x.Get<int>("OrderId"),
                SymbolMap[x.Get<string>("Symbol")],
                DateTime.MinValue,
                x.Get<OrderStatus>("Status"),
                x.Get<int>("FillQuantity") < 0 ? OrderDirection.Sell
              : x.Get<int>("FillQuantity") > 0 ? OrderDirection.Buy
                                               : OrderDirection.Hold,
                x.Get<decimal>("FillPrice"),
                x.Get<int>("FillQuantity"),
                OrderFee.Zero)
                ).ToList();

            var equity = XDocument.Load(equityFile).Descendants("decimal")
                .Select(x => Parse.Decimal(x.Value))
                .ToList();

            Assert.AreEqual(fills.Count + 1, equity.Count);

            // we're going to process fills and very our equity after each fill
            var subscriptions = new SubscriptionManager(TimeKeeper);
            subscriptions.SetDataManager(new DataManagerStub(TimeKeeper));
            var securities = new SecurityManager(TimeKeeper);
            MarketHoursDatabase.FromDataFolder().SetEntryAlwaysOpen(CASH.ID.Market, CASH.Value, CASH.SecurityType, TimeZones.NewYork);
            var security = new Security(
                SecurityExchangeHours,
                subscriptions.Add(CASH, Resolution.Daily, TimeZones.NewYork, TimeZones.NewYork),
                new Cash(Currencies.USD, 0, 1m),
                SymbolProperties.GetDefault(Currencies.USD),
                ErrorCurrencyConverter.Instance,
                RegisteredSecurityDataTypesProvider.Null,
                new SecurityCache()
            );
            security.SetLeverage(10m);
            securities.Add(CASH, security);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(equity[0]);

            for (int i = 0; i < fills.Count; i++)
            {
                // before processing the fill we must deduct the cost
                var fill = fills[i];
                var time = DateTime.Today.AddDays(i);
                TimeKeeper.SetUtcDateTime(time.ConvertToUtc(TimeZones.NewYork));
                // the value of 'CASH' increments for each fill, the original test algo did this monthly
                // the time doesn't really matter though
                security.SetMarketPrice(new IndicatorDataPoint(CASH, time, i + 1));

                portfolio.ProcessFills(new List<OrderEvent> { fill });
                Assert.AreEqual(equity[i + 1], portfolio.TotalPortfolioValue, "Failed on " + i);
            }
        }

        [Test]
        public void ForexCashFills()
        {
            // this test asserts the portfolio behaves according to the Test_Cash algo, but for a Forex security,
            // see TestData\CashTestingStrategy.csv; also "https://www.dropbox.com/s/oiliumoyqqj1ovl/2013-cash.csv?dl=1"

            const string fillsFile = "TestData/test_forex_fills.xml";
            const string equityFile = "TestData/test_forex_equity.xml";
            const string mchQuantityFile = "TestData/test_forex_fills_mch_quantity.xml";
            const string jwbQuantityFile = "TestData/test_forex_fills_jwb_quantity.xml";

            var fills = XDocument.Load(fillsFile).Descendants("OrderEvent").Select(x => new OrderEvent(
                x.Get<int>("OrderId"),
                SymbolMap[x.Get<string>("Symbol")],
                DateTime.MinValue,
                x.Get<OrderStatus>("Status"),
                x.Get<int>("FillQuantity") < 0 ? OrderDirection.Sell
              : x.Get<int>("FillQuantity") > 0 ? OrderDirection.Buy
                                               : OrderDirection.Hold,
                x.Get<decimal>("FillPrice"),
                x.Get<int>("FillQuantity"),
                OrderFee.Zero)
                ).ToList();

            var equity = XDocument.Load(equityFile).Descendants("decimal")
                .Select(x => Parse.Decimal(x.Value))
                .ToList();

            var mchQuantity = XDocument.Load(mchQuantityFile).Descendants("decimal")
                .Select(x => Parse.Decimal(x.Value))
                .ToList();

            var jwbQuantity = XDocument.Load(jwbQuantityFile).Descendants("decimal")
                .Select(x => Parse.Decimal(x.Value))
                .ToList();

            Assert.AreEqual(fills.Count + 1, equity.Count);

            // we're going to process fills and very our equity after each fill
            var subscriptions = new SubscriptionManager(TimeKeeper);
            var dataManager = new DataManagerStub(TimeKeeper);
            subscriptions.SetDataManager(dataManager);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(equity[0]);
            portfolio.CashBook.Add("MCH", mchQuantity[0], 0);
            portfolio.CashBook.Add("JWB", jwbQuantity[0], 0);

            var jwbCash = portfolio.CashBook["JWB"];
            var mchCash = portfolio.CashBook["MCH"];
            var usdCash = portfolio.CashBook[Currencies.USD];

            var mchJwbSecurity = new QuantConnect.Securities.Forex.Forex(
                SecurityExchangeHours,
                jwbCash,
                mchCash,
                subscriptions.Add(MCHJWB, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork),
                SymbolProperties.GetDefault(jwbCash.Symbol),
                ErrorCurrencyConverter.Instance,
                RegisteredSecurityDataTypesProvider.Null
            );
            mchJwbSecurity.SetLeverage(10m);
            var mchUsdSecurity = new QuantConnect.Securities.Forex.Forex(
                SecurityExchangeHours,
                usdCash,
                mchCash,
                subscriptions.Add(MCHUSD, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork),
                SymbolProperties.GetDefault(usdCash.Symbol),
                ErrorCurrencyConverter.Instance,
                RegisteredSecurityDataTypesProvider.Null
            );
            mchUsdSecurity.SetLeverage(10m);
            var usdJwbSecurity = new QuantConnect.Securities.Forex.Forex(
                SecurityExchangeHours,
                mchCash,
                usdCash,
                subscriptions.Add(USDJWB, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork),
                SymbolProperties.GetDefault(mchCash.Symbol),
                ErrorCurrencyConverter.Instance,
                RegisteredSecurityDataTypesProvider.Null
            );
            usdJwbSecurity.SetLeverage(10m);

            // no fee model
            mchJwbSecurity.FeeModel = new ConstantFeeModel(0);
            mchUsdSecurity.FeeModel = new ConstantFeeModel(0);
            usdJwbSecurity.FeeModel = new ConstantFeeModel(0);

            securities.Add(mchJwbSecurity);
            securities.Add(usdJwbSecurity);
            securities.Add(mchUsdSecurity);

            var algorithm = new QCAlgorithm();
            algorithm.Securities = securities;
            var securityService = new SecurityService(portfolio.CashBook, MarketHoursDatabase.FromDataFolder(), SymbolPropertiesDatabase.FromDataFolder(), dataManager.Algorithm, RegisteredSecurityDataTypesProvider.Null, new SecurityCacheProvider(portfolio), algorithm: algorithm);
            portfolio.CashBook.EnsureCurrencyDataFeeds(securities, subscriptions, DefaultBrokerageModel.DefaultMarketMap, SecurityChanges.None, securityService);

            for (int i = 0; i < fills.Count; i++)
            {
                // before processing the fill we must deduct the cost
                var fill = fills[i];
                var time = DateTime.Today.AddDays(i);

                // the value of 'MCJWB' increments for each fill, the original test algo did this monthly
                // the time doesn't really matter though
                decimal mchJwb = i + 1;
                decimal mchUsd = (i + 1) / (i + 2m);
                decimal usdJwb = i + 2;
                Assert.AreEqual((double)mchJwb, (double)(mchUsd * usdJwb), 1e-10);
                //Console.WriteLine("Step: " + i + " -- MCHJWB: " + mchJwb);

                var updateData = new Dictionary<Security, BaseData>
                {
                    {mchJwbSecurity, new IndicatorDataPoint(MCHJWB, time, mchJwb)},
                    {mchUsdSecurity, new IndicatorDataPoint(MCHUSD, time, mchUsd)},
                    {usdJwbSecurity, new IndicatorDataPoint(JWBUSD, time, usdJwb)}
                };

                foreach (var kvp in updateData)
                {
                    kvp.Key.SetMarketPrice(kvp.Value);
                }

                jwbCash.Update();
                usdCash.Update();
                mchCash.Update();

                portfolio.ProcessFills(new List<OrderEvent> { fill });
                //Console.WriteLine("-----------------------");
                //Console.WriteLine(fill);

                //Console.WriteLine("Post step: " + i);
                //foreach (var cash in portfolio.CashBook)
                //{
                //    Console.WriteLine(cash.Value);
                //}
                //Console.WriteLine("CashValue: " + portfolio.CashBook.TotalValueInAccountCurrency);

                Console.WriteLine(i + 1 + "   " + portfolio.TotalPortfolioValue.ToStringInvariant("C"));
                //Assert.AreEqual((double) equity[i + 1], (double)portfolio.TotalPortfolioValue, 2e-2);
                Assert.AreEqual((double)mchQuantity[i + 1], (double)portfolio.CashBook["MCH"].Amount);
                Assert.AreEqual((double)jwbQuantity[i + 1], (double)portfolio.CashBook["JWB"].Amount);

                //Console.WriteLine();
                //Console.WriteLine();
            }
        }

        [Test]
        public void ComputeMarginProperlyAsSecurityPriceFluctuates()
        {
            const decimal leverage = 1m;
            const int quantity = (int)(1000 * leverage);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(quantity);

            var config = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            var security = securities[Symbols.AAPL];
            security.SetLeverage(leverage);

            var time = DateTime.Now;
            const decimal buyPrice = 1m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, buyPrice, buyPrice, buyPrice, buyPrice, 1));

            var order = new MarketOrder(Symbols.AAPL, quantity, time) { Price = buyPrice };
            var fill = new OrderEvent(order, DateTime.UtcNow, OrderFee.Zero) { FillPrice = buyPrice, FillQuantity = quantity, Status = OrderStatus.Filled };
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.Market, security.Type, security.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));
            Assert.AreEqual(portfolio.CashBook[Currencies.USD].Amount, fill.FillPrice * fill.FillQuantity);

            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(0, portfolio.MarginRemaining);
            Assert.AreEqual(quantity, portfolio.TotalMarginUsed);
            Assert.AreEqual(quantity, portfolio.TotalPortfolioValue);

            // we shouldn't be able to place a trader
            var newOrder = new MarketOrder(Symbols.AAPL, 1, time.AddSeconds(1)) { Price = buyPrice };
            var hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            // now the stock doubles, leverage is 1 we shouldn't have more margin remaining

            time = time.AddDays(1);
            const decimal highPrice = buyPrice * 2;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, highPrice, highPrice, highPrice, highPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            Assert.AreEqual(0, portfolio.MarginRemaining);
            Assert.AreEqual(quantity * 2, portfolio.TotalMarginUsed);
            Assert.AreEqual(quantity * 2, portfolio.TotalPortfolioValue);

            // we shouldn't be able to place a trader
            var anotherOrder = new MarketOrder(Symbols.AAPL, 1, time.AddSeconds(1)) { Price = highPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, anotherOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            // now the stock plummets, leverage is 1 we shouldn't have margin remaining
            time = time.AddDays(1);
            const decimal lowPrice = buyPrice / 2;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, lowPrice, lowPrice, lowPrice, lowPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            Assert.AreEqual(0, portfolio.MarginRemaining);
            Assert.AreEqual(quantity / 2m, portfolio.TotalMarginUsed);
            Assert.AreEqual(quantity / 2m, portfolio.TotalPortfolioValue);

            // this would not cause a margin call due to leverage = 1
            bool issueMarginCallWarning;
            var marginCallOrders = portfolio.MarginCallModel.GetMarginCallOrders(out issueMarginCallWarning);
            Assert.IsFalse(issueMarginCallWarning);
            Assert.AreEqual(0, marginCallOrders.Count);
        }

        [Test]
        public void MarginWarningLeverage2()
        {
            var freeCash = 101;
            const decimal leverage = 2m;
            const int quantity = (int)(1000 * leverage);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(quantity / leverage + freeCash);

            var config = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            var security = securities[Symbols.AAPL];
            security.SetLeverage(leverage);

            var time = DateTime.Now;
            const decimal buyPrice = 1m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, buyPrice, buyPrice, buyPrice, buyPrice, 1));

            var order = new MarketOrder(Symbols.AAPL, quantity, time) { Price = buyPrice };
            var fill = new OrderEvent(order, DateTime.UtcNow, OrderFee.Zero) { FillPrice = buyPrice, FillQuantity = quantity, Status = OrderStatus.Filled };
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.Market, security.Type, security.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));

            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(0 + freeCash, portfolio.MarginRemaining);
            Assert.AreEqual(quantity / leverage, portfolio.TotalMarginUsed);
            Assert.AreEqual(quantity / leverage + freeCash, portfolio.TotalPortfolioValue);

            // now the stock loses 10%
            time = time.AddDays(1);
            const decimal lowPrice = buyPrice * 0.9m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, lowPrice, lowPrice, lowPrice, lowPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            Assert.AreEqual(1, portfolio.MarginRemaining);
            Assert.AreEqual((quantity * 0.9m) / leverage, portfolio.TotalMarginUsed);
            Assert.AreEqual(901, portfolio.TotalPortfolioValue);

            // this will cause a margin call warning, we still have $1 of margin available
            bool issueMarginCallWarning;
            var marginCallOrders = portfolio.MarginCallModel.GetMarginCallOrders(out issueMarginCallWarning);
            Assert.IsTrue(issueMarginCallWarning);
            Assert.AreEqual(0, marginCallOrders.Count);
        }

        [Test]
        public void ComputeMarginProperlyAsSecurityPriceFluctuates_Leverage2()
        {
            const decimal leverage = 2m;
            const int quantity = (int)(1000 * leverage);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(quantity / leverage);

            var config = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            var security = securities[Symbols.AAPL];
            security.SetLeverage(leverage);

            var time = DateTime.Now;
            const decimal buyPrice = 1m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, buyPrice, buyPrice, buyPrice, buyPrice, 1));

            var order = new MarketOrder(Symbols.AAPL, quantity, time) { Price = buyPrice };
            var fill = new OrderEvent(order, DateTime.UtcNow, OrderFee.Zero) { FillPrice = buyPrice, FillQuantity = quantity, Status = OrderStatus.Filled };
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.Market, security.Type, security.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));

            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(0, portfolio.MarginRemaining);
            Assert.AreEqual(quantity / leverage, portfolio.TotalMarginUsed);
            Assert.AreEqual(quantity / leverage, portfolio.TotalPortfolioValue);

            // we shouldn't be able to place a trader
            var newOrder = new MarketOrder(Symbols.AAPL, 1, time.AddSeconds(1)) { Price = buyPrice };
            var hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            // now the stock doubles
            time = time.AddDays(1);
            const decimal highPrice = buyPrice * 2;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, highPrice, highPrice, highPrice, highPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            // we have free margin now
            Assert.AreEqual(quantity / leverage, portfolio.MarginRemaining);
            // we are using a bit more margin too
            Assert.AreEqual(quantity, portfolio.TotalMarginUsed);
            // duplication increases our TPV by 'quantity'
            Assert.AreEqual(quantity * 1.5, portfolio.TotalPortfolioValue);

            // we should be able to place a trader
            var anotherOrder = new MarketOrder(Symbols.AAPL, 1, time.AddSeconds(1)) { Price = highPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, anotherOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);

            // now the stock plummets
            time = time.AddDays(1);
            const decimal lowPrice = buyPrice / 2;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, lowPrice, lowPrice, lowPrice, lowPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            Assert.AreEqual(-quantity / (leverage * 2), portfolio.MarginRemaining);
            Assert.AreEqual(quantity / (leverage * 2), portfolio.TotalMarginUsed);
            Assert.AreEqual(0, portfolio.TotalPortfolioValue);

            // this will cause a margin call
            bool issueMarginCallWarning;
            var marginCallOrders = portfolio.MarginCallModel.GetMarginCallOrders(out issueMarginCallWarning);
            Assert.IsTrue(issueMarginCallWarning);
            Assert.AreNotEqual(0, marginCallOrders.Count);
            Assert.AreEqual(-security.Holdings.Quantity, marginCallOrders[0].Quantity);
            Assert.GreaterOrEqual(-portfolio.MarginRemaining, security.Price * marginCallOrders[0].Quantity);
        }

        [TestCase(OrderDirection.Buy)]
        [TestCase(OrderDirection.Sell)]
        public void InvertPositionLeverage2(OrderDirection direction)
        {
            const decimal leverage = 2m;
            var invertedDirectionFactor = direction == OrderDirection.Buy ? -1 : 1;
            var directionFactor = direction == OrderDirection.Buy ? 1 : -1;
            var quantity = (int)(1000 * leverage * directionFactor);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(1000);

            var config = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            var security = securities[Symbols.AAPL];
            security.FeeModel = new ConstantFeeModel(0);
            security.SetLeverage(leverage);

            var time = DateTime.Now;
            const decimal buyPrice = 1m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, buyPrice, buyPrice, buyPrice, buyPrice, 1));

            var order = new MarketOrder(Symbols.AAPL, quantity, time) { Price = buyPrice };
            var fill = new OrderEvent(order, DateTime.UtcNow, OrderFee.Zero) { FillPrice = buyPrice, FillQuantity = quantity, Status = OrderStatus.Filled };
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.Market, security.Type, security.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));

            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(0, portfolio.MarginRemaining);
            Assert.AreEqual(Math.Abs(quantity / leverage), portfolio.TotalMarginUsed);
            Assert.AreEqual(Math.Abs(quantity / leverage), portfolio.TotalPortfolioValue);

            var anotherOrder = new MarketOrder(Symbols.AAPL, 2 * Math.Abs(quantity) * invertedDirectionFactor, time.AddSeconds(1)) { Price = 1 };
            var hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, anotherOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);
        }

        [Test]
        public void MarginComputesProperlyWithMultipleSecurities()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(1000);
            portfolio.CashBook.Add("EUR", 1000, 1.1m);
            portfolio.CashBook.Add("GBP", -1000, 2.0m);

            var eurCash = portfolio.CashBook["EUR"];
            var gbpCash = portfolio.CashBook["GBP"];
            var usdCash = portfolio.CashBook[Currencies.USD];

            var time = DateTime.Now;
            var config1 = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config1,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            securities[Symbols.AAPL].SetLeverage(2m);
            securities[Symbols.AAPL].Holdings.SetHoldings(100, 100);
            securities[Symbols.AAPL].SetMarketPrice(new TradeBar { Time = time, Value = 100 });

            var config2 = CreateTradeBarDataConfig(SecurityType.Forex, Symbols.EURUSD);
            securities.Add(
                new QuantConnect.Securities.Forex.Forex(
                    SecurityExchangeHours,
                    usdCash,
                    eurCash,
                    config2,
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            securities[Symbols.EURUSD].SetLeverage(100m);
            securities[Symbols.EURUSD].Holdings.SetHoldings(1.1m, 1000);
            securities[Symbols.EURUSD].SetMarketPrice(new TradeBar { Time = time, Value = 1.1m });

            var config3 = CreateTradeBarDataConfig(SecurityType.Forex, Symbols.EURGBP);
            securities.Add(
                new QuantConnect.Securities.Forex.Forex(
                    SecurityExchangeHours,
                    gbpCash,
                    eurCash,
                    config3,
                    SymbolProperties.GetDefault(gbpCash.Symbol),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            securities[Symbols.EURGBP].SetLeverage(100m);
            securities[Symbols.EURGBP].Holdings.SetHoldings(1m, 1000);
            securities[Symbols.EURGBP].SetMarketPrice(new TradeBar { Time = time, Value = 1m });

            var acceptedOrder = new MarketOrder(Symbols.AAPL, 101, DateTime.Now) { Price = 100 };
            orderProcessor.AddOrder(acceptedOrder);
            var request = new SubmitOrderRequest(OrderType.Market, acceptedOrder.SecurityType, acceptedOrder.Symbol, acceptedOrder.Quantity, 0, 0, acceptedOrder.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));
            var security = securities[Symbols.AAPL];
            var hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, acceptedOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);

            var rejectedOrder = new MarketOrder(Symbols.AAPL, 102, DateTime.Now) { Price = 100 };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, rejectedOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);
        }

        [Test]
        public void BuyingSellingFuturesDoesntAddToCash()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);

            securities.Add(
                Symbols.Fut_SPY_Feb19_2016,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Future, Symbols.Fut_SPY_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            var fillBuy = new OrderEvent(1, Symbols.Fut_SPY_Feb19_2016, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 100, 100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillBuy });

            Assert.AreEqual(0, portfolio.Cash);
            Assert.AreEqual(100, securities[Symbols.Fut_SPY_Feb19_2016].Holdings.Quantity);

            var fillSell = new OrderEvent(2, Symbols.Fut_SPY_Feb19_2016, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 100, -100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillSell });

            Assert.AreEqual(0, portfolio.Cash);
            Assert.AreEqual(0, securities[Symbols.Fut_SPY_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void BuyingSellingFuturesAddsToCashOnClose()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);

            securities.Add(
                Symbols.Fut_SPY_Feb19_2016,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Future, Symbols.Fut_SPY_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    new SymbolProperties("", Currencies.USD, 50, 0.01m, 1, string.Empty),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            var fillBuy = new OrderEvent(1, Symbols.Fut_SPY_Feb19_2016, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 100, 100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillBuy });

            Assert.AreEqual(0, portfolio.Cash);
            Assert.AreEqual(100, securities[Symbols.Fut_SPY_Feb19_2016].Holdings.Quantity);

            var fillSell = new OrderEvent(2, Symbols.Fut_SPY_Feb19_2016, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 99, -100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillSell });

            Assert.AreEqual(-100 * 50, portfolio.Cash);
            Assert.AreEqual(0, securities[Symbols.Fut_SPY_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void BuyingSellingFuturesAddsCorrectSales()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);

            securities.Add(
                Symbols.Fut_SPY_Feb19_2016,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Future, Symbols.Fut_SPY_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    new SymbolProperties("", Currencies.USD, 50, 0.01m, 1, string.Empty),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            var fillBuy = new OrderEvent(1, Symbols.Fut_SPY_Feb19_2016, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 100, 100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillBuy });

            var security = securities[Symbols.Fut_SPY_Feb19_2016];
            Assert.AreEqual(100 * 100 * security.SymbolProperties.ContractMultiplier, security.Holdings.TotalSaleVolume);

            var fillSell = new OrderEvent(2, Symbols.Fut_SPY_Feb19_2016, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 100, -100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillSell });

            Assert.AreEqual(2 * 100 * 100 * security.SymbolProperties.ContractMultiplier, security.Holdings.TotalSaleVolume);
        }

        [Test]
        public void BuyingSellingCfdDoesntAddToCash()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);
            portfolio.SetCash("EUR", 0, 1.10m);

            securities.Add(
                Symbols.DE30EUR,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Cfd, Symbols.DE30EUR),
                    portfolio.CashBook["EUR"],
                    SymbolProperties.GetDefault("EUR"),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            var fillBuy = new OrderEvent(1, Symbols.DE30EUR, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 10000, 5, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillBuy });

            Assert.AreEqual(0, portfolio.Cash);
            Assert.AreEqual(5, securities[Symbols.DE30EUR].Holdings.Quantity);

            var fillSell = new OrderEvent(2, Symbols.DE30EUR, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 10000, -5, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillSell });

            Assert.AreEqual(0, portfolio.Cash);
            Assert.AreEqual(0, securities[Symbols.DE30EUR].Holdings.Quantity);
        }

        [Test]
        public void BuyingSellingCfdAddsToCashOnClose()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);
            portfolio.SetCash("EUR", 0, 1.10m);

            securities.Add(
                Symbols.DE30EUR,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Cfd, Symbols.DE30EUR),
                    portfolio.CashBook["EUR"],
                    SymbolProperties.GetDefault("EUR"),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            securities[Symbols.DE30EUR].SettlementModel = new AccountCurrencyImmediateSettlementModel();

            var fillBuy = new OrderEvent(1, Symbols.DE30EUR, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 10000, 5, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillBuy });

            Assert.AreEqual(0, portfolio.CashBook["EUR"].Amount);
            Assert.AreEqual(0, portfolio.CashBook["USD"].Amount);
            Assert.AreEqual(0, portfolio.Cash);
            Assert.AreEqual(5, securities[Symbols.DE30EUR].Holdings.Quantity);

            var fillSell = new OrderEvent(2, Symbols.DE30EUR, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 10100, -5, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillSell });

            // PNL = (10100 - 10000) * 5 * 1.10 = 550 USD
            Assert.AreEqual(0, portfolio.CashBook["EUR"].Amount);
            Assert.AreEqual(550, portfolio.CashBook["USD"].Amount);
            Assert.AreEqual(550, portfolio.Cash);
            Assert.AreEqual(0, securities[Symbols.DE30EUR].Holdings.Quantity);
        }

        [Test]
        public void BuyingSellingCfdAddsCorrectSales()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);
            portfolio.SetCash("EUR", 0, 1.10m);

            securities.Add(
                Symbols.DE30EUR,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Cfd, Symbols.DE30EUR),
                    portfolio.CashBook["EUR"],
                    SymbolProperties.GetDefault("EUR"),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            var fillBuy = new OrderEvent(1, Symbols.DE30EUR, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 10000, 5, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillBuy });

            // 10000 price * 5 quantity * 1.10 exchange rate = 55000 USD
            Assert.AreEqual(55000, securities[Symbols.DE30EUR].Holdings.TotalSaleVolume);

            var fillSell = new OrderEvent(2, Symbols.DE30EUR, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 10000, -5, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fillSell });

            // 2 * 10000 price * 5 quantity * 1.10 exchange rate = 110000 USD
            Assert.AreEqual(110000, securities[Symbols.DE30EUR].Holdings.TotalSaleVolume);
        }

        [Test]
        public void SellingShortFromZeroAddsToCash()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);

            securities.Add(
                Symbols.AAPL,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            var fill = new OrderEvent(1, Symbols.AAPL, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 100, -100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(100 * 100, portfolio.Cash);
            Assert.AreEqual(-100, securities[Symbols.AAPL].Holdings.Quantity);
        }

        [Test]
        public void SellingShortFromLongAddsToCash()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);

            securities.Add(
                Symbols.AAPL,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            securities[Symbols.AAPL].Holdings.SetHoldings(100, 100);

            var fill = new OrderEvent(1, Symbols.AAPL, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 100, -100, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(100 * 100, portfolio.Cash);
            Assert.AreEqual(0, securities[Symbols.AAPL].Holdings.Quantity);
        }

        [Test]
        public void SellingShortFromShortAddsToCash()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(0);

            securities.Add(
                Symbols.AAPL,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            securities[Symbols.AAPL].Holdings.SetHoldings(100, -100);

            var fill = new OrderEvent(1, Symbols.AAPL, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Sell, 100, -100, OrderFee.Zero);
            Assert.AreEqual(-100, securities[Symbols.AAPL].Holdings.Quantity);
            portfolio.ProcessFills(new List<OrderEvent> { fill });

            Assert.AreEqual(100 * 100, portfolio.Cash);
            Assert.AreEqual(-200, securities[Symbols.AAPL].Holdings.Quantity);
        }

        [Test]
        public void ForexFillUpdatesCashCorrectly()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(1000);
            var eurCash = portfolio.CashBook.Add("EUR", 0, 1.1000m);

            securities.Add(
                Symbols.EURUSD,
                new QuantConnect.Securities.Forex.Forex(
                    SecurityExchangeHours,
                    portfolio.CashBook[Currencies.USD],
                    eurCash,
                    CreateTradeBarDataConfig(SecurityType.Forex, Symbols.EURUSD),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            var security = securities[Symbols.EURUSD];
            Assert.AreEqual(0, security.Holdings.Quantity);
            Assert.AreEqual(1000, portfolio.Cash);

            var orderFee = security.FeeModel.GetOrderFee(new OrderFeeParameters(
                security, new MarketOrder(Symbols.EURUSD, 100, DateTime.MinValue)));
            var fill = new OrderEvent(1, Symbols.EURUSD, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 1.1000m, 100, orderFee);
            portfolio.ProcessFills(new List<OrderEvent> { fill });
            Assert.AreEqual(100, security.Holdings.Quantity);
            Assert.AreEqual(998, portfolio.Cash);
            Assert.AreEqual(100, portfolio.CashBook["EUR"].Amount);
            Assert.AreEqual(888, portfolio.CashBook[Currencies.USD].Amount);
        }

        [Test]
        public void CryptoFillUpdatesCashCorrectly()
        {
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(10000);
            var btcCash = portfolio.CashBook.Add("BTC", 0, 4000.01m);

            securities.Add(
                Symbols.BTCUSD,
                new QuantConnect.Securities.Crypto.Crypto(
                    SecurityExchangeHours,
                    portfolio.CashBook[Currencies.USD],
                    btcCash,
                    CreateTradeBarDataConfig(
                        SecurityType.Crypto,
                        Symbols.BTCUSD
                    ),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            var security = securities[Symbols.BTCUSD];
            Assert.AreEqual(0, security.Holdings.Quantity);
            Assert.AreEqual(10000, portfolio.Cash);

            var orderFee = security.FeeModel.GetOrderFee(new OrderFeeParameters(
                security, new MarketOrder(Symbols.BTCUSD, 2, DateTime.MinValue)));
            var fill = new OrderEvent(1, Symbols.BTCUSD, DateTime.MinValue, OrderStatus.Filled, OrderDirection.Buy, 4000.01m, 2, OrderFee.Zero);
            portfolio.ProcessFills(new List<OrderEvent> { fill });
            Assert.AreEqual(2, security.Holdings.Quantity);
            Assert.AreEqual(10000, portfolio.Cash);
            Assert.AreEqual(2, portfolio.CashBook["BTC"].Amount);
            Assert.AreEqual(1999.98, portfolio.CashBook[Currencies.USD].Amount);
        }

        [Test]
        public void EquitySellAppliesSettlementCorrectly()
        {
            var securityExchangeHours = SecurityExchangeHoursTests.CreateUsEquitySecurityExchangeHours();
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.SetCash(1000);
            securities.Add(
                Symbols.AAPL,
                new QuantConnect.Securities.Equity.Equity(
                    securityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            var security = securities[Symbols.AAPL];
            security.SettlementModel = new DelayedSettlementModel(3, TimeSpan.FromHours(8));
            Assert.AreEqual(0, security.Holdings.Quantity);
            Assert.AreEqual(1000, portfolio.Cash);
            Assert.AreEqual(0, portfolio.UnsettledCash);

            // Buy on Monday
            var timeUtc = new DateTime(2015, 10, 26, 15, 30, 0);
            var orderFee = security.FeeModel.GetOrderFee(new OrderFeeParameters(
                security, new MarketOrder(Symbols.AAPL, 10, timeUtc)));
            var fill = new OrderEvent(1, Symbols.AAPL, timeUtc, OrderStatus.Filled, OrderDirection.Buy, 100, 10, orderFee);
            portfolio.ProcessFills(new List<OrderEvent> { fill });
            Assert.AreEqual(10, security.Holdings.Quantity); Assert.AreEqual(-1, portfolio.Cash);
            Assert.AreEqual(0, portfolio.UnsettledCash);

            // Sell on Tuesday, cash unsettled
            timeUtc = timeUtc.AddDays(1);
            orderFee = security.FeeModel.GetOrderFee(new OrderFeeParameters(
                security, new MarketOrder(Symbols.AAPL, 10, timeUtc)));
            fill = new OrderEvent(2, Symbols.AAPL, timeUtc, OrderStatus.Filled, OrderDirection.Sell, 100, -10, orderFee);
            portfolio.ProcessFills(new List<OrderEvent> { fill });
            Assert.AreEqual(0, security.Holdings.Quantity);
            Assert.AreEqual(-2, portfolio.Cash);
            Assert.AreEqual(1000, portfolio.UnsettledCash);

            // Thursday, still cash unsettled
            timeUtc = timeUtc.AddDays(2);
            security.SettlementModel.Scan(new ScanSettlementModelParameters(portfolio, security, timeUtc));
            Assert.AreEqual(-2, portfolio.Cash);
            Assert.AreEqual(1000, portfolio.UnsettledCash);

            // Friday at open, cash settled
            var marketOpen = securityExchangeHours.MarketHours[timeUtc.DayOfWeek].GetMarketOpen(TimeSpan.Zero, false);
            Assert.IsTrue(marketOpen.HasValue);
            timeUtc = timeUtc.AddDays(1).Date.Add(marketOpen.Value).ConvertToUtc(securityExchangeHours.TimeZone);
            security.SettlementModel.Scan(new ScanSettlementModelParameters(portfolio, security, timeUtc));
            Assert.AreEqual(998, portfolio.Cash);
            Assert.AreEqual(0, portfolio.UnsettledCash);
        }

        [Test]
        public void ComputeMarginProperlyLongSellZeroShort()
        {
            const decimal leverage = 2m;
            const int amount = 1000;
            const int quantity = (int)(amount * leverage);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(amount);

            var config = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            var security = securities[Symbols.AAPL];
            security.SetLeverage(leverage);

            var time = DateTime.Now;
            const decimal buyPrice = 1m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, buyPrice, buyPrice, buyPrice, buyPrice, 1));

            var order = new MarketOrder(Symbols.AAPL, quantity, time) { Price = buyPrice };
            var fill = new OrderEvent(order, DateTime.UtcNow, OrderFee.Zero)
            { FillPrice = buyPrice, FillQuantity = quantity, Status = OrderStatus.Filled };
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.Market, security.Type, security.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));

            portfolio.ProcessFills(new List<OrderEvent> { fill });

            // we shouldn't be able to place a new buy order
            var newOrder = new MarketOrder(Symbols.AAPL, 1, time.AddSeconds(1)) { Price = buyPrice };
            var hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            // we should be able to place sell to zero
            newOrder = new MarketOrder(Symbols.AAPL, -quantity, time.AddSeconds(1)) { Price = buyPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);

            // now the stock plummets, so we should have negative margin remaining
            time = time.AddDays(1);
            const decimal lowPrice = buyPrice / 2;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, lowPrice, lowPrice, lowPrice, lowPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            // we still should be able to place sell to zero
            newOrder = new MarketOrder(Symbols.AAPL, -quantity, time.AddSeconds(1)) { Price = lowPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);

            // we shouldn't be able to place sell to short
            newOrder = new MarketOrder(Symbols.AAPL, -quantity - 1, time.AddSeconds(1)) { Price = lowPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);
        }

        [Test]
        public void ComputeMarginProperlyShortCoverZeroLong()
        {
            const decimal leverage = 2m;
            const int amount = 1000;
            const int quantity = (int)(amount * leverage);
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            transactions.SetOrderProcessor(orderProcessor);
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());
            portfolio.CashBook[Currencies.USD].SetAmount(amount);

            var config = CreateTradeBarDataConfig(SecurityType.Equity, Symbols.AAPL);
            securities.Add(
                new Security(
                    SecurityExchangeHours,
                    config,
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            var security = securities[Symbols.AAPL];
            security.SetLeverage(leverage);

            var time = DateTime.Now;
            const decimal sellPrice = 1m;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, sellPrice, sellPrice, sellPrice, sellPrice, 1));

            var order = new MarketOrder(Symbols.AAPL, -quantity, time) { Price = sellPrice };
            var fill = new OrderEvent(order, DateTime.UtcNow, OrderFee.Zero)
            { FillPrice = sellPrice, FillQuantity = -quantity, Status = OrderStatus.Filled };
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.Market, security.Type, security.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));

            portfolio.ProcessFills(new List<OrderEvent> { fill });

            // we shouldn't be able to place a new short order
            var newOrder = new MarketOrder(Symbols.AAPL, -1, time.AddSeconds(1)) { Price = sellPrice };
            var hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            // we should be able to place cover to zero
            newOrder = new MarketOrder(Symbols.AAPL, quantity, time.AddSeconds(1)) { Price = sellPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);

            // now the stock doubles, so we should have negative margin remaining
            time = time.AddDays(1);
            const decimal highPrice = sellPrice * 2;
            security.SetMarketPrice(new TradeBar(time, Symbols.AAPL, highPrice, highPrice, highPrice, highPrice, 1));
            portfolio.InvalidateTotalPortfolioValue();

            // we still shouldn be able to place cover to zero
            newOrder = new MarketOrder(Symbols.AAPL, quantity, time.AddSeconds(1)) { Price = highPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);

            // we shouldn't be able to place cover to long
            newOrder = new MarketOrder(Symbols.AAPL, quantity + 1, time.AddSeconds(1)) { Price = highPrice };
            hasSufficientBuyingPower = security.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, security, newOrder).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);
        }

        [Test]
        public void FullExerciseCallAddsUnderlyingPositionReducesCash()
        {
            // Adding cash: strike price times number of shares
            _portfolio.SetCash(192 * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 1);
            _securities[Symbols.SPY].SetMarketPrice(new Tick { Value = 200 });

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(2, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Automatic Exercise", fills[0].Message);
            Assert.IsTrue(fills[0].IsInTheMoney);
            Assert.AreEqual("Option Exercise", fills[1].Message);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // now we have long position in SPY with average price equal to strike
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(100, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(192.0, newUnderlyingHoldings.AveragePrice);

            // and long call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void ExerciseOTMCallDoesntChangeAnything()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 100);
            _securities[Symbols.SPY].SetMarketPrice(new Tick { Value = 20 });

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            StringAssert.Contains("OTM", fills[0].Message);
            Assert.IsFalse(fills[0].IsInTheMoney);
            Assert.AreEqual(0, fills[0].FillPrice);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }
            // now we have long position in SPY with average price equal to strike
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(0, newUnderlyingHoldings.AveragePrice);

            // and long call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void CashSettledExerciseOTMPutDoesntChangeAnything()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, 100);
            _securities[Symbols.SPY].SetMarketPrice(new Tick { Value = 2000 });

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            StringAssert.Contains("OTM", fills[0].Message);
            Assert.IsFalse(fills[0].IsInTheMoney);
            Assert.AreEqual(0, fills[0].FillPrice);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // now we have long position in SPY with average price equal to strike
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(0, newUnderlyingHoldings.AveragePrice);

            // and long call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void FullExercisePutAddsUnderlyingPositionAddsCash()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, 1);

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(2, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Automatic Exercise", fills[0].Message);
            Assert.IsTrue(fills[0].IsInTheMoney);
            Assert.AreEqual("Option Exercise", fills[1].Message);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // now we have short position in SPY with average price equal to strike
            // and cash amount equal to strike price times number of shares
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(192 * 100, _portfolio.Cash);
            Assert.AreEqual(-100, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(192.0, newUnderlyingHoldings.AveragePrice);

            // and long put option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void PartialExerciseCallAddsUnderlyingPositionReducesCash()
        {
            // Adding cash: strike price times number of shares
            _portfolio.SetCash(192 * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 2);
            _securities[Symbols.SPY].SetMarketPrice(new Tick { Value = 200 });

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings / 2, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(2, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Automatic Exercise", fills[0].Message);
            Assert.IsTrue(fills[0].IsInTheMoney);
            Assert.AreEqual("Option Exercise", fills[1].Message);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // now we have long position in SPY with average price equal to strike
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(100, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(192.0, newUnderlyingHoldings.AveragePrice);

            // and call option position still has some value
            Assert.AreEqual(1, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalCallAssignmentAddsUnderlyingPositionAddsCash()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, -1);
            _securities[Symbols.SPY].SetMarketPrice(new Tick { Value = 200 });

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(2, fills.Count);
            Assert.IsTrue(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Assigned", fills[0].Message);
            Assert.AreEqual("Option Assignment", fills[1].Message);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned!
            // now we have short position in SPY with average price equal to strike
            // and cash amount equal to strike price times number of shares

            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(192 * 100, _portfolio.Cash);
            Assert.AreEqual(-100, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(192.0, newUnderlyingHoldings.AveragePrice);

            // and short call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalPutAssignmentAddsUnderlyingPositionReducesCash()
        {
            // Adding cash: strike price times number of shares
            _portfolio.SetCash(192 * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, -1);

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(2, fills.Count);
            Assert.IsTrue(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Assigned", fills[0].Message);
            Assert.AreEqual("Option Assignment", fills[1].Message);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;
            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned!
            // now we have long position in SPY with average price equal to strike
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(100, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(192.0, newUnderlyingHoldings.AveragePrice);

            // and short put option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalPartialPutAssignmentAddsUnderlyingPositionReduces()
        {
            // Adding cash: strike price times number of shares
            _portfolio.SetCash(192 * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, -2);

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings / 2, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(2, fills.Count);
            Assert.IsTrue(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Assigned", fills[0].Message);
            Assert.AreEqual("Option Assignment", fills[1].Message);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned!
            // now we have long position in SPY with average price equal to strike
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(100, newUnderlyingHoldings.Quantity);
            Assert.AreEqual(192.0, newUnderlyingHoldings.AveragePrice);

            // and short put option position still exists in the portfolio
            Assert.AreEqual(-1, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void FullExerciseCashSettledCallAddsCash()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 195 });
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 1);

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Automatic Exercise", fills[0].Message);
            Assert.IsTrue(fills[0].IsInTheMoney);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // (underlying price - strike price) times number of shares
            Assert.AreEqual((195 - 192) * 100, _portfolio.Cash);
            Assert.AreEqual(_portfolio.TotalNetProfit, option.Holdings.NetProfit);
            // we paid 100
            Assert.AreEqual(_portfolio.Cash - 100, option.Holdings.NetProfit);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and long call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void FullExerciseOTMCashSettledCallAddsNoCash()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 190 });
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 100);

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            StringAssert.Contains("OTM", fills[0].Message);
            Assert.IsFalse(fills[0].IsInTheMoney);
            Assert.AreEqual(0, fills[0].FillPrice);
            Assert.AreEqual(0, fills[0].FillPrice);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // no cash comes to the account because our contract was OTM
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);
            Assert.AreEqual(_portfolio.TotalNetProfit, option.Holdings.NetProfit);
            Assert.AreEqual(-10000, option.Holdings.NetProfit);

            // and long call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void FullExerciseCashSettledPutAddsCash()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 189 });
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, 1);

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Automatic Exercise", fills[0].Message);
            Assert.IsTrue(fills[0].IsInTheMoney);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // (strike price - underlying price) times number of shares
            Assert.AreEqual((192 - 189) * 100, _portfolio.Cash);
            Assert.AreEqual(_portfolio.TotalNetProfit, option.Holdings.NetProfit);
            // we paid 100 => 1 price, 1 quantity, 100x multiplier
            Assert.AreEqual(_portfolio.Cash - 100, option.Holdings.NetProfit);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and long put option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void ComputeMarginProperlyOnOptionExercise()
        {
            var algorithm = new QCAlgorithm();
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());

            var time = DateTime.Now;
            algorithm.Securities = securities;
            transactions.SetOrderProcessor(orderProcessor);

            portfolio.SetCash(1000);

            securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = securities.UtcTime, Symbol = Symbols.SPY, Close = 195 });
            securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 10);

            var option = (Option)securities[Symbols.SPY_C_192_Feb19_2016];
            option.Underlying = securities[Symbols.SPY];

            var holdings = securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            var order = new OptionExerciseOrder(Symbols.SPY_C_192_Feb19_2016, -holdings, time.AddSeconds(1));
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.OptionExercise, option.Type, option.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));
            var hasSufficientBuyingPower = option.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, option, order).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = securities.UtcTime, Symbol = Symbols.SPY, Close = 150 });

            order = new OptionExerciseOrder(Symbols.SPY_C_192_Feb19_2016, -holdings, time.AddSeconds(1));
            orderProcessor.AddOrder(order);
            request = new SubmitOrderRequest(OrderType.OptionExercise, option.Type, option.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));
            hasSufficientBuyingPower = option.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, option, order).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);
        }

        [Test]
        public void ComputeMarginProperlyOnOptionAssignment()
        {
            var algorithm = new QCAlgorithm();
            var securities = new SecurityManager(TimeKeeper);
            var transactions = new SecurityTransactionManager(null, securities);
            var orderProcessor = new OrderProcessor();
            var portfolio = new SecurityPortfolioManager(securities, transactions, new AlgorithmSettings());

            var time = DateTime.Now;
            algorithm.Securities = securities;
            transactions.SetOrderProcessor(orderProcessor);

            portfolio.SetCash(1000);

            securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = securities.UtcTime, Symbol = Symbols.SPY, Close = 195 });
            securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, -10);

            var option = (Option)securities[Symbols.SPY_C_192_Feb19_2016];
            option.Underlying = securities[Symbols.SPY];

            var holdings = securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            var order = new OptionExerciseOrder(Symbols.SPY_C_192_Feb19_2016, -holdings, time.AddSeconds(1));
            orderProcessor.AddOrder(order);
            var request = new SubmitOrderRequest(OrderType.OptionExercise, option.Type, option.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));
            var hasSufficientBuyingPower = option.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, option, order).IsSufficient;
            Assert.IsFalse(hasSufficientBuyingPower);

            securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = securities.UtcTime, Symbol = Symbols.SPY, Close = 150 });

            order = new OptionExerciseOrder(Symbols.SPY_C_192_Feb19_2016, -holdings, time.AddSeconds(1));
            orderProcessor.AddOrder(order);
            request = new SubmitOrderRequest(OrderType.OptionExercise, option.Type, option.Symbol, order.Quantity, 0, 0, order.Time, null);
            request.SetOrderId(0);
            orderProcessor.AddTicket(new OrderTicket(null, request));
            hasSufficientBuyingPower = option.BuyingPowerModel.HasSufficientBuyingPowerForOrder(portfolio, option, order).IsSufficient;
            Assert.IsTrue(hasSufficientBuyingPower);
        }

        [Test]
        public void PartialExerciseCashSettledCallAddsSomeCash()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 195 });
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, 2);

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings / 2, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Automatic Exercise", fills[0].Message);
            Assert.IsTrue(fills[0].IsInTheMoney);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            // (underlying price - strike price) times number of shares
            Assert.AreEqual((195 - 192) * 100, _portfolio.Cash);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and call option position still has some value
            Assert.AreEqual(1, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalCashSettledCallAssignmentReducesCash()
        {
            // (underlying price - strike price) times number of shares
            _portfolio.SetCash((195 - 192) * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 195 });
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, -1);

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsTrue(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Assigned", fills[0].Message);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;
            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned!
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and short call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalCashSettledOTMCallAssignmentDoesntChangeAnything()
        {
            _portfolio.SetCash(0);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 10 });
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, -100);

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_C_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsFalse(fills[0].IsAssignment);
            StringAssert.Contains("OTM", fills[0].Message);
            Assert.IsFalse(fills[0].IsInTheMoney);
            Assert.AreEqual(0, fills[0].FillPrice);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned! nothing changed...
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and short call option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalCashSettledPutAssignmentReducesCash()
        {
            // (strike price - underlying price) times number of shares
            _portfolio.SetCash((192 - 189) * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 189 });
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, -1);

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsTrue(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Assigned", fills[0].Message);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned!
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and short put option position has disappeared
            Assert.AreEqual(0, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [Test]
        public void InternalPartialCashSettledPutAssignmentReducesSomeCash()
        {
            // (strike price - underlying price) times number of shares
            _portfolio.SetCash((192 - 189) * 100);

            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            _securities.Add(
                Symbols.SPY_P_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_P_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_P_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );
            _securities[Symbols.SPY].SetMarketPrice(new TradeBar { Time = _securities.UtcTime, Symbol = Symbols.SPY, Close = 189 });
            _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.SetHoldings(1, -2);

            var holdings = _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity;
            _transactions.AddOrder(new SubmitOrderRequest(OrderType.OptionExercise, SecurityType.Option, Symbols.SPY_P_192_Feb19_2016, -holdings / 2, 0, 0, _securities.UtcTime, ""));
            var option = (Option)_securities[Symbols.SPY_P_192_Feb19_2016];
            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            Assert.AreEqual(1, fills.Count);
            Assert.IsTrue(fills[0].IsAssignment);
            Assert.AreEqual(order.Quantity, fills[0].FillQuantity);
            StringAssert.Contains("Assigned", fills[0].Message);

            // we are simulating assignment by calling a method for this
            var portfolioModel = (OptionPortfolioModel)option.PortfolioModel;
            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                portfolioModel.ProcessFill(_portfolio, option, fill);
            }

            // we just got assigned!
            var newUnderlyingHoldings = _securities[Symbols.SPY].Holdings;
            Assert.AreEqual(0, _portfolio.Cash);
            Assert.AreEqual(0, _securities[Symbols.SPY].Holdings.Quantity);

            // and short put option position still exists in the portfolio
            Assert.AreEqual(-1, _securities[Symbols.SPY_P_192_Feb19_2016].Holdings.Quantity);
        }

        [TestCase(DataNormalizationMode.Adjusted)]
        [TestCase(DataNormalizationMode.Raw)]
        [TestCase(DataNormalizationMode.SplitAdjusted)]
        [TestCase(DataNormalizationMode.TotalReturn)]
        public void AlwaysAppliesSplitInLiveMode(DataNormalizationMode mode)
        {
            var algorithm = new QCAlgorithm();
            algorithm.SubscriptionManager.SetDataManager(new DataManagerStub(algorithm));
            algorithm.UniverseSettings.DataNormalizationMode = mode;
            algorithm.SetLiveMode(true);
            var initialCash = algorithm.Portfolio.CashBook.TotalValueInAccountCurrency;

            var spy = algorithm.AddEquity("SPY");
            spy.SetMarketPrice(new Tick(new DateTime(2000, 01, 01), Symbols.SPY, 100m, 99m, 101m) { TickType = TickType.Trade });
            spy.Holdings.SetHoldings(100m, 100);

            var split = new Split(Symbols.SPY, new DateTime(2000, 01, 01), 100, 0.5m, SplitType.SplitOccurred);
            algorithm.Portfolio.ApplySplit(split,
                spy,
                algorithm.LiveMode,
                algorithm.SubscriptionManager.SubscriptionDataConfigService
                    .GetSubscriptionDataConfigs(spy.Symbol)
                    .DataNormalizationMode());

            // confirm the split was properly applied to our holdings, no left over cash from split
            Assert.AreEqual(50m, spy.Price);
            Assert.AreEqual(200, spy.Holdings.Quantity);
            Assert.AreEqual(initialCash, algorithm.Portfolio.CashBook.TotalValueInAccountCurrency);
        }

        [TestCase(true)]
        [TestCase(false)]
        public void SplitPartialSharesHandling(bool hasData)
        {
            var algorithm = new QCAlgorithm();
            algorithm.SubscriptionManager.SetDataManager(new DataManagerStub(algorithm));
            algorithm.SetLiveMode(true);
            var initialCash = algorithm.Portfolio.CashBook.TotalValueInAccountCurrency;

            var spy = algorithm.AddEquity("SPY");
            if (hasData)
            {
                spy.SetMarketPrice(new Tick(new DateTime(2000, 01, 01), Symbols.SPY, 100m, 99m, 101m) { TickType = TickType.Trade });
            }
            spy.Holdings.SetHoldings(100m, 100);

            var split = new Split(Symbols.SPY, new DateTime(2000, 01, 01), 100, 0.49999m, SplitType.SplitOccurred);
            var newAvgPrice = spy.Holdings.AveragePrice * split.SplitFactor;
            var newQuantity = spy.Holdings.Quantity / split.SplitFactor;
            var leftOver = newQuantity - (int)newQuantity;

            algorithm.Portfolio.ApplySplit(split,
                spy,
                algorithm.LiveMode,
                algorithm.SubscriptionManager.SubscriptionDataConfigService
                    .GetSubscriptionDataConfigs(spy.Symbol)
                    .DataNormalizationMode());

            // confirm the split was properly applied to our holdings, no left over cash from split
            Assert.AreEqual(newAvgPrice, spy.Holdings.AveragePrice);
            Assert.AreEqual((int)newQuantity, spy.Holdings.Quantity);

            var cashDifference = leftOver * split.Price * split.SplitFactor;
            Assert.AreEqual(initialCash + cashDifference, algorithm.Portfolio.CashBook.TotalValueInAccountCurrency);
        }

        [Test]
        public void HoldingsPriceIsUpdatedOnSplit()
        {
            var algorithm = new QCAlgorithm();
            algorithm.SubscriptionManager.SetDataManager(new DataManagerStub(algorithm));

            var spy = algorithm.AddEquity("SPY", dataNormalizationMode: DataNormalizationMode.Raw);
            // Update with both a trade and quote bar
            spy.SetMarketPrice(new TradeBar(new DateTime(2000, 01, 01), Symbols.SPY, 100m, 100m, 100m, 100m, 100m, Time.OneMinute));
            spy.SetMarketPrice(new QuoteBar(new DateTime(2000, 01, 01), Symbols.SPY, new Bar(100m, 100m, 100m, 100m), 100m, new Bar(100m, 100m, 100m, 100m), 100m, Time.OneMinute));
            spy.Holdings.SetHoldings(100m, 100);

            var split = new Split(Symbols.SPY, new DateTime(2000, 01, 01), 100, 0.5m, SplitType.SplitOccurred);

            algorithm.Portfolio.ApplySplit(split,
                spy,
                algorithm.LiveMode,
                algorithm.SubscriptionManager.SubscriptionDataConfigService
                    .GetSubscriptionDataConfigs(spy.Symbol)
                    .DataNormalizationMode());

            // confirm the split was properly applied to our holdings
            Assert.AreEqual(50m, spy.Holdings.AveragePrice);
            Assert.AreEqual(200, spy.Holdings.Quantity);

            // Market price should have also been updated
            Assert.AreEqual(50m, spy.Holdings.Price);
        }

        [TestCase(DataNormalizationMode.Adjusted)]
        [TestCase(DataNormalizationMode.Raw)]
        [TestCase(DataNormalizationMode.SplitAdjusted)]
        [TestCase(DataNormalizationMode.TotalReturn)]
        public void NeverAppliesDividendInLiveMode(DataNormalizationMode mode)
        {
            var algorithm = new QCAlgorithm();
            algorithm.UniverseSettings.DataNormalizationMode = mode;
            algorithm.SubscriptionManager.SetDataManager(new DataManagerStub(algorithm));
            algorithm.SetLiveMode(true);
            var initialCash = algorithm.Portfolio.CashBook.TotalValueInAccountCurrency;

            var spy = algorithm.AddEquity("SPY");
            spy.SetMarketPrice(new Tick(new DateTime(2000, 01, 01), Symbols.SPY, 100m, 99m, 101m));
            spy.Holdings.SetHoldings(100m, 100);

            var dividend = new Dividend(Symbols.SPY, new DateTime(2000, 01, 01), 100, 0.5m);
            algorithm.Portfolio.ApplyDividend(dividend,
                algorithm.LiveMode,
                algorithm.SubscriptionManager.SubscriptionDataConfigService
                    .GetSubscriptionDataConfigs(spy.Symbol)
                    .DataNormalizationMode());

            // confirm no changes were made
            Assert.AreEqual(100m, spy.Price);
            Assert.AreEqual(100, spy.Holdings.Quantity);
            Assert.AreEqual(initialCash, algorithm.Portfolio.CashBook.TotalValueInAccountCurrency);
        }

        [TestCase(DataNormalizationMode.Adjusted, 200, 0)]
        [TestCase(DataNormalizationMode.Raw, 100, 100)]
        [TestCase(DataNormalizationMode.SplitAdjusted, 100, 100)]
        [TestCase(DataNormalizationMode.TotalReturn, 200, 0)]
        public void NormalizationModeDoesNotChangeNetProfit(DataNormalizationMode mode, decimal profitLoss, decimal dividendPayment)
        {
            const decimal fee = 1;
            const decimal quantity = 100;
            var algorithm = new QCAlgorithm();
            algorithm.UniverseSettings.DataNormalizationMode = mode;
            algorithm.SubscriptionManager.SetDataManager(new DataManagerStub(algorithm));

            var spy = algorithm.AddEquity("SPY");
            spy.SetMarketPrice(new Tick(new DateTime(2000, 01, 01), Symbols.SPY, 100m, 99m, 101m));
            spy.Holdings.SetHoldings(100m, quantity);
            spy.Holdings.AddNewFee(fee);
            spy.Holdings.AddNewProfit(profitLoss);

            var distribution = dividendPayment / quantity;

            var dividend = new Dividend(Symbols.SPY, new DateTime(2000, 01, 01), distribution, 0.5m);
            algorithm.Portfolio.ApplyDividend(dividend,
                algorithm.LiveMode,
                algorithm.SubscriptionManager.SubscriptionDataConfigService
                    .GetSubscriptionDataConfigs(spy.Symbol)
                    .DataNormalizationMode());

            // TotalProfit is the sum of profit loss and dividend
            Assert.AreEqual(profitLoss + dividendPayment, algorithm.Portfolio.TotalProfit);
            // TotalNetProfit is the sum of profit loss and dividend minus fees
            Assert.AreEqual(profitLoss + dividendPayment - fee, algorithm.Portfolio.TotalNetProfit);
        }

        [TestCase()]
        [TestCase(200000)]
        public void SetAccountCurrency(decimal? startingCash = null)
        {
            var algorithm = new QCAlgorithm();

            Assert.AreEqual(Currencies.USD, algorithm.AccountCurrency);
            Assert.AreEqual(Currencies.USD, algorithm.Portfolio.CashBook.AccountCurrency);
            var expectedAmount = algorithm.Portfolio.CashBook[Currencies.USD].Amount;

            if (startingCash == null)
            {
                algorithm.SetAccountCurrency("btc");
            }
            else
            {
                algorithm.SetAccountCurrency("btc", (decimal)startingCash);
                expectedAmount = (decimal)startingCash;
            }

            Assert.AreEqual("BTC", algorithm.AccountCurrency);
            Assert.AreEqual("BTC", algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(expectedAmount, algorithm.Portfolio.CashBook["BTC"].Amount);
        }

        [Test]
        public void CanNotChangeAccountCurrencyAfterAddingASecurity()
        {
            var algorithm = new QCAlgorithm();
            algorithm.SetDateTime(TimeKeeper.UtcTime);

            algorithm.Securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );
            Assert.Throws<InvalidOperationException>(() => algorithm.Portfolio.SetAccountCurrency(Currencies.USD));
        }

        [Test]
        public void ChangeAccountCurrencyAfterImplicitSetCashRelabelsAmountToNewCurrency()
        {
            var algorithm = new QCAlgorithm();
            // SetCash(decimal) means "this many units of the (eventual) account currency",
            // so switching the account currency re-labels the amount instead of preserving USD.
            algorithm.Portfolio.SetCash(1);

            Assert.DoesNotThrow(() => algorithm.Portfolio.SetAccountCurrency("BTC"));

            Assert.AreEqual("BTC", algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(1m, algorithm.Portfolio.CashBook["BTC"].Amount);
            Assert.IsFalse(algorithm.Portfolio.CashBook.ContainsKey(Currencies.USD));
        }

        [Test]
        public void ChangeAccountCurrencyAfterExplicitSetCashKeepsPreviousCash()
        {
            var algorithm = new QCAlgorithm();
            // SetCash(symbol, ...) commits cash to a specific currency, so switching the account
            // currency must keep that balance in its own entry and start the new one at zero.
            algorithm.Portfolio.SetCash(Currencies.USD, 100000, 1);

            Assert.DoesNotThrow(() => algorithm.Portfolio.SetAccountCurrency("BTC"));

            Assert.AreEqual("BTC", algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(100000m, algorithm.Portfolio.CashBook[Currencies.USD].Amount);
            Assert.AreEqual(0m, algorithm.Portfolio.CashBook["BTC"].Amount);
        }

        [Test]
        public void ChangeAccountCurrencyAfterImplicitSetCashAppliesStartingCashToNewCurrency()
        {
            var algorithm = new QCAlgorithm();
            algorithm.Portfolio.SetCash(100000);

            algorithm.Portfolio.SetAccountCurrency(Currencies.EUR, 50000);

            Assert.AreEqual(Currencies.EUR, algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(50000m, algorithm.Portfolio.CashBook[Currencies.EUR].Amount);
            Assert.IsFalse(algorithm.Portfolio.CashBook.ContainsKey(Currencies.USD));
        }

        [Test]
        public void ChangeAccountCurrencyAfterExplicitSetCashAppliesStartingCashToNewCurrency()
        {
            var algorithm = new QCAlgorithm();
            algorithm.Portfolio.SetCash(Currencies.USD, 100000, 1);

            algorithm.Portfolio.SetAccountCurrency(Currencies.EUR, 50000);

            Assert.AreEqual(Currencies.EUR, algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(100000m, algorithm.Portfolio.CashBook[Currencies.USD].Amount);
            Assert.AreEqual(50000m, algorithm.Portfolio.CashBook[Currencies.EUR].Amount);
        }

        [Test]
        public void SetAccountCurrencyWithSameCurrencyOverridesStartingCash()
        {
            var algorithm = new QCAlgorithm();
            algorithm.Portfolio.SetCash(100000);

            // Calling SetAccountCurrency with the same currency must overwrite the previously
            // set cash amount instead of keeping the older value.
            algorithm.Portfolio.SetAccountCurrency(Currencies.USD, 200000);

            Assert.AreEqual(Currencies.USD, algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(200000m, algorithm.Portfolio.CashBook[Currencies.USD].Amount);
        }

        [Test]
        public void SetAccountCurrencyWithSameCurrencyAndNoStartingCashKeepsExistingAmount()
        {
            var algorithm = new QCAlgorithm();
            algorithm.Portfolio.SetCash(100000);

            algorithm.Portfolio.SetAccountCurrency(Currencies.USD);

            Assert.AreEqual(Currencies.USD, algorithm.Portfolio.CashBook.AccountCurrency);
            Assert.AreEqual(100000m, algorithm.Portfolio.CashBook[Currencies.USD].Amount);
        }

        [Test]
        public void AddsEmptyUnsettledCashInstancesAsNewCashInstancesAreAddedToTheCashBook()
        {
            var algorithm = new QCAlgorithm();
            var additions = 0;
            algorithm.Portfolio.UnsettledCashBook.Updated += (sender, args) =>
            {
                if (args.UpdateType == CashBookUpdateType.Added)
                {
                    additions++;
                }
            };

            algorithm.SetCash(Currencies.EUR, 1000, 1.08m);
            algorithm.SetCash("AUD", 1000, 0.7m);

            // expected only 2 additions, USD is the account currency so it its supposed to already be there
            Assert.AreEqual(2, additions);
            Assert.AreEqual(3, algorithm.Portfolio.UnsettledCashBook.Count);

            Assert.IsTrue(algorithm.Portfolio.UnsettledCashBook.ContainsKey(Currencies.USD));
            Assert.IsTrue(algorithm.Portfolio.UnsettledCashBook.ContainsKey(Currencies.EUR));
            Assert.IsTrue(algorithm.Portfolio.UnsettledCashBook.ContainsKey("AUD"));

            // When added, the amount should be 0
            Assert.IsTrue(algorithm.Portfolio.UnsettledCashBook
                .Where(kvp => kvp.Key != Currencies.USD)
                .All(kvp => kvp.Value.Amount == 0));
        }

        [Test]
        public void UpdatesUnsettledCashCurrencyConversionAsItIsUpdatedForSettledCash()
        {
            var algorithm = new QCAlgorithm();
            algorithm.SetCash(Currencies.EUR, 1000, 1.08m);
            algorithm.SetCash("AUD", 1000, 0.7m);

            var unsettledCashBook = algorithm.Portfolio.UnsettledCashBook;
            var currencyConversionUpdates = 0;
            foreach (var unsettledCash in unsettledCashBook.Values)
            {
                unsettledCash.CurrencyConversionUpdated += (sender, args) =>
                {
                    currencyConversionUpdates++;
                };
            }

            var cashBook = algorithm.Portfolio.CashBook;
            var settledEurCash = cashBook["EUR"];
            var settledAudCash = cashBook["AUD"];
            var unsettledEurCash = unsettledCashBook["EUR"];
            var unsettledAudCash = unsettledCashBook["AUD"];

            settledEurCash.CurrencyConversion = new TestCurrencyConversion(cashBook.AccountCurrency, "EUR", 1.08m);
            Assert.AreEqual(1, currencyConversionUpdates);
            settledAudCash.CurrencyConversion = new TestCurrencyConversion(cashBook.AccountCurrency, "AUD", 0.7m);
            Assert.AreEqual(2, currencyConversionUpdates);


            var prevEurConversionRate = unsettledEurCash.ConversionRate;
            var prevAudConversionRate = unsettledAudCash.ConversionRate;

            foreach (var cash in cashBook.Values)
            {
                cash.Update();
            }

            Assert.AreEqual(prevEurConversionRate * 1.01m, settledEurCash.ConversionRate);
            Assert.AreEqual(prevAudConversionRate * 1.01m, settledAudCash.ConversionRate);
            Assert.AreEqual(settledEurCash.ConversionRate, unsettledEurCash.ConversionRate);
            Assert.AreEqual(settledAudCash.ConversionRate, unsettledAudCash.ConversionRate);
        }

        private static TestCaseData[] MarginRemainingTestCases => new[]
            {
                new TestCaseData(SecurityType.Equity, 0, OrderDirection.Buy),
                new TestCaseData(SecurityType.Equity, 0, OrderDirection.Sell),
                new TestCaseData(SecurityType.Equity, +100, OrderDirection.Buy),
                new TestCaseData(SecurityType.Equity, +100, OrderDirection.Sell),
                new TestCaseData(SecurityType.Equity, -100, OrderDirection.Buy),
                new TestCaseData(SecurityType.Equity, -100, OrderDirection.Sell),
                new TestCaseData(SecurityType.Option, 0, OrderDirection.Buy),
                new TestCaseData(SecurityType.Option, 0, OrderDirection.Sell),
                new TestCaseData(SecurityType.Option, +10, OrderDirection.Buy),
                new TestCaseData(SecurityType.Option, +10, OrderDirection.Sell).Explicit(),
                new TestCaseData(SecurityType.Option, -10, OrderDirection.Buy),
                new TestCaseData(SecurityType.Option, -10, OrderDirection.Sell),
                new TestCaseData(SecurityType.FutureOption, 0, OrderDirection.Buy),
                new TestCaseData(SecurityType.FutureOption, 0, OrderDirection.Sell),
                new TestCaseData(SecurityType.FutureOption, +10, OrderDirection.Buy),
                new TestCaseData(SecurityType.FutureOption, +10, OrderDirection.Sell),
                new TestCaseData(SecurityType.FutureOption, -10, OrderDirection.Buy),
                new TestCaseData(SecurityType.FutureOption, -10, OrderDirection.Sell),
            };

        [TestCaseSource(nameof(MarginRemainingTestCases))]
        public void GetsMarginRemainingForSecurity(SecurityType securityType, int initialHoldingsQuantity,
            OrderDirection direction)
        {
            var algorithm = new AlgorithmStub();
            algorithm.SetSecurityInitializer(security => security.FeeModel = new ConstantFeeModel(0));
            algorithm.SetCash(1000000);

            Security security = null;
            switch (securityType)
            {
                case SecurityType.Equity:
                    security = algorithm.AddEquity("SPY");
                    break;
                case SecurityType.Option:
                    security = algorithm.AddOptionContract(Symbols.CreateOptionSymbol("SPY", OptionRight.Call, 300, new DateTime(2023, 05, 19)));
                    break;
                case SecurityType.FutureOption:
                    var underlying = algorithm.AddFuture("ES");
                    security = algorithm.AddFutureOptionContract(Symbols.CreateFutureOptionSymbol(underlying.Symbol,
                        OptionRight.Call, 300, new DateTime(2023, 05, 19)));
                    break;
                default:
                    Assert.Fail("Invalid security type.");
                    break;
            }

            security.SetMarketPrice(new Tick { Value = 100m });
            security.Holdings.SetHoldings(security.Price, initialHoldingsQuantity);

            var goingInSameDirection = security.Holdings.IsLong && direction == OrderDirection.Buy
                || security.Holdings.IsShort && direction == OrderDirection.Sell;

            var marginRemaining = algorithm.Portfolio.GetMarginRemaining(security.Symbol, direction);

            if (goingInSameDirection)
            {
                Assert.AreEqual(algorithm.Portfolio.MarginRemaining, marginRemaining);
            }
            else
            {
                var expectedMarginRemaining = algorithm.Portfolio.MarginRemaining
                    + security.BuyingPowerModel.GetMaintenanceMargin(MaintenanceMarginParameters.ForCurrentHoldings(security))
                    + Math.Abs(security.BuyingPowerModel.GetInitialMarginRequirement(new InitialMarginParameters(security, security.Holdings.Quantity)));
                Assert.AreEqual(expectedMarginRemaining, marginRemaining);
            }
        }

        [Test]
        public void CashSettledAssignmentWithProfitOrLossShowsCorrectTag()
        {
            _portfolio.SetCash(0);

            // Add underlying SPY
            _securities.Add(
                Symbols.SPY,
                new Security(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY),
                    new Cash(Currencies.USD, 0, 1m),
                    SymbolProperties.GetDefault(Currencies.USD),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null,
                    new SecurityCache()
                )
            );

            // Add a call option that will be ITM to force assignment
            _securities.Add(
                Symbols.SPY_C_192_Feb19_2016,
                new Option(
                    SecurityExchangeHours,
                    CreateTradeBarDataConfig(SecurityType.Equity, Symbols.SPY_C_192_Feb19_2016),
                    new Cash(Currencies.USD, 0, 1m),
                    GetOptionSymbolProperties(Symbols.SPY_C_192_Feb19_2016),
                    ErrorCurrencyConverter.Instance,
                    RegisteredSecurityDataTypesProvider.Null
                )
            );

            // SHORT position
            _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.SetHoldings(1, -2);

            // Underlying > Strike (192)
            _securities[Symbols.SPY].SetMarketPrice(new Tick { Value = 200 });

            var option = (Option)_securities[Symbols.SPY_C_192_Feb19_2016];
            option.Underlying = _securities[Symbols.SPY];
            option.ExerciseSettlement = SettlementType.Cash;

            var holdings = _securities[Symbols.SPY_C_192_Feb19_2016].Holdings.Quantity;

            _transactions.AddOrder(new SubmitOrderRequest(
                OrderType.OptionExercise,
                SecurityType.Option,
                Symbols.SPY_C_192_Feb19_2016,
                -holdings,
                0, 0,
                _securities.UtcTime,
                ""));

            var order = (OptionExerciseOrder)_transactions.GetOrders(x => true).First();

            var fills = option.OptionExerciseModel.OptionExercise(option, order).ToList();

            var assignmentFill = fills.FirstOrDefault(f => f.IsAssignment);
            Assert.IsNotNull(assignmentFill);

            foreach (var fill in fills)
            {
                fill.Ticket = order.ToOrderTicket(_transactions);
                _portfolio.ProcessFills(new List<OrderEvent> { fill });
            }

            Assert.AreEqual("Assigned. Underlying: 200. Loss: -1400", assignmentFill.Message);
        }

        private SubscriptionDataConfig CreateTradeBarDataConfig(SecurityType type, Symbol symbol)
        {
            if (type == SecurityType.Equity)
                return new SubscriptionDataConfig(typeof(TradeBar), symbol, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork, true, true, true);
            if (type == SecurityType.Forex)
                return new SubscriptionDataConfig(typeof(TradeBar), symbol, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork, true, true, true);
            if (type == SecurityType.Future)
                return new SubscriptionDataConfig(typeof(TradeBar), symbol, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork, true, true, true);
            if (type == SecurityType.Crypto)
                return new SubscriptionDataConfig(typeof(TradeBar), symbol, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork, true, true, true);
            if (type == SecurityType.Cfd)
                return new SubscriptionDataConfig(typeof(TradeBar), symbol, Resolution.Minute, TimeZones.NewYork, TimeZones.NewYork, true, true, true);
            throw new NotImplementedException(type.ToString());
        }

        private static OptionSymbolProperties GetOptionSymbolProperties(Symbol symbol)
        {
            return new OptionSymbolProperties(SymbolPropertiesDatabase.FromDataFolder().GetSymbolProperties(symbol.ID.Market, symbol, symbol.SecurityType, Currencies.USD));
        }

        private static TimeKeeper TimeKeeper
        {
            get { return new TimeKeeper(DateTime.Now, new[] { TimeZones.NewYork }); }
        }

        class OrderProcessor : IOrderProcessor
        {
            private readonly ConcurrentDictionary<int, Order> _orders = new ConcurrentDictionary<int, Order>();
            private readonly ConcurrentDictionary<int, OrderTicket> _tickets = new ConcurrentDictionary<int, OrderTicket>();
            public void AddOrder(Order order)
            {
                _orders[order.Id] = order;
            }

            public void AddTicket(OrderTicket ticket)
            {
                _tickets[ticket.OrderId] = ticket;
            }
            public int OrdersCount { get; private set; }
            public Order GetOrderById(int orderId)
            {
                Order order;
                _orders.TryGetValue(orderId, out order);
                return order;
            }

            public List<Order> GetOrdersByBrokerageId(string brokerageId)
            {
                return _orders.Values.Where(o => o.BrokerId.Contains(brokerageId)).Select(o => o.Clone()).ToList();
            }

            public IEnumerable<OrderTicket> GetOrderTickets(Func<OrderTicket, bool> filter = null)
            {
                return _tickets.Values.Where(filter ?? (x => true));
            }

            public IEnumerable<OrderTicket> GetOpenOrderTickets(Func<OrderTicket, bool> filter = null)
            {
                return _tickets.Values.Where(x => x.Status.IsOpen() && (filter == null || filter(x)));
            }

            public OrderTicket GetOrderTicket(int orderId)
            {
                OrderTicket ticket;
                _tickets.TryGetValue(orderId, out ticket);
                return ticket;
            }

            public IEnumerable<Order> GetOrders(Func<Order, bool> filter = null)
            {
                return _orders.Values.Where(filter ?? (x => true));
            }

            public List<Order> GetOpenOrders(Func<Order, bool> filter = null)
            {
                return _orders.Values.Where(x => x.Status.IsOpen() && (filter == null || filter(x))).ToList();
            }

            public OrderTicket Process(OrderRequest request)
            {
                throw new NotImplementedException();
            }

            public ProjectedHoldings GetProjectedHoldings(Security security)
            {
                throw new NotImplementedException();
            }
        }

        class TestCurrencyConversion : ICurrencyConversion
        {
            public event EventHandler<decimal> ConversionRateUpdated;

            public string SourceCurrency { get; }

            public string DestinationCurrency { get; }

            public decimal ConversionRate { get; set; }

            public IEnumerable<Security> ConversionRateSecurities { get; } = Enumerable.Empty<Security>();

            public TestCurrencyConversion(string sourceCurrency, string destinationCurrency, decimal conversionRate)
            {
                SourceCurrency = sourceCurrency;
                DestinationCurrency = destinationCurrency;
                ConversionRate = conversionRate;
            }

            public void Update()
            {
                ConversionRate *= 1.01m;
            }
        }
    }
}