/*
* 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.Linq;
using QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Orders;
using QuantConnect.Securities;
using QuantConnect.Securities.Option;
namespace QuantConnect.Algorithm.CSharp
{
///
/// This example demonstrates how to create a multi asset class trading strategy.
/// It is designed for test purposes and can be used with paper brokerage. All asset classes are not
/// necessarily supported by some brokers. See our website for details.
///
///
///
///
///
public class BasicTemplateMultiAssetAlgorithm : QCAlgorithm
{
private int _barCount = 0;
private Symbol _equitySymbol;
private Symbol _forexSymbol;
private Symbol _futureSymbol;
private Symbol _optionSymbol;
public override void Initialize()
{
SetStartDate(2016, 01, 28);
SetEndDate(2016, 02, 29);
SetCash(1000000);
// setting up Microsoft Equity
_equitySymbol = AddEquity("MSFT").Symbol;
// setting up EUR/USD FX spot pair
_forexSymbol = AddForex("EURUSD").Symbol;
// setting up S&P 500 EMini futures
var futureSP500 = AddFuture(Futures.Indices.SP500EMini);
_futureSymbol = futureSP500.Symbol;
// set our expiry filter for this futures chain
// SetFilter method accepts TimeSpan objects or integer for days.
// The following statements yield the same filtering criteria
futureSP500.SetFilter(10, 182);
// futureSP500.SetFilter(TimeSpan.FromDays(10), TimeSpan.FromDays(182));
// setting up Dow Jones ETF Options
var option = AddOption("DIA");
_optionSymbol = option.Symbol;
option.PriceModel = OptionPriceModels.BinomialCoxRossRubinstein();
// option.EnableGreekApproximation = true;
// set our strike/expiry filter for this option chain
// SetFilter method accepts TimeSpan objects or integer for days.
// The following statements yield the same filtering criteria
option.SetFilter(-2, +2, 0, 180);
// option.SetFilter(-2, +2, TimeSpan.Zero, TimeSpan.FromDays(180));
// specifying zero benchmark
SetBenchmark(date => 0m);
}
///
/// Event - v3.0 DATA EVENT HANDLER: (Pattern) Basic template for user to override for receiving all subscription data in a single event
///
/// The current slice of data keyed by symbol string
public override void OnData(Slice slice)
{
_barCount++;
if (_barCount % 20 == 0)
{
if (!Portfolio.Invested)
{
foreach (var chain in slice.FutureChains)
{
// find the front contract expiring no earlier than in 90 days
var contract = (
from futuresContract in chain.Value.OrderBy(x => x.Expiry)
where futuresContract.Expiry > Time.Date.AddDays(90)
select futuresContract
).FirstOrDefault();
// if found, trade it
if (contract != null)
{
MarketOrder(contract.Symbol, 1);
}
}
OptionChain optionChain;
if (slice.OptionChains.TryGetValue(_optionSymbol, out optionChain))
{
// find a farthest ATM contract
var contract = optionChain
.OrderBy(x => Math.Abs(optionChain.Underlying.Price - x.Strike))
.ThenByDescending(x => x.Expiry)
.FirstOrDefault();
// if found, trade it
if (contract != null)
{
MarketOrder(contract.Symbol, 1);
}
}
// trade MSFT
MarketOrder(_equitySymbol, 100);
// trade FX pair
MarketOrder(_forexSymbol, 100000);
}
else
{
Liquidate();
}
}
if (_barCount % 20 == 1)
{
Log($"P/L:{Portfolio.TotalUnrealisedProfit.ToStringInvariant("0.00")}, " +
$"Fees:{Portfolio.TotalFees.ToStringInvariant("0.00")}, " +
$"Profit:{Portfolio.TotalProfit.ToStringInvariant("0.00")}, " +
$"Eq:{Portfolio.TotalPortfolioValue.ToStringInvariant("0.00")}, " +
$"Holdings:{Portfolio.TotalHoldingsValue.ToStringInvariant("0.00")}, " +
$"Vol: {Portfolio.TotalSaleVolume.ToStringInvariant("0.00")}, " +
$"Margin: {Portfolio.TotalMarginUsed.ToStringInvariant("0.00")}"
);
foreach (var holding in Securities.Values.OrderByDescending(x => x.Holdings.AbsoluteQuantity))
{
Log($" - {holding.Symbol.Value}, " +
$"Avg Prc:{holding.Holdings.AveragePrice.ToStringInvariant("0.00")}, " +
$"Qty:{holding.Holdings.Quantity.ToStringInvariant("0.00")}, " +
$"Mkt Prc:{holding.Holdings.Price.ToStringInvariant("0.00")}, " +
$"Mkt Val:{holding.Holdings.HoldingsValue.ToStringInvariant("0.00")}, " +
$"Unreal P/L: {holding.Holdings.UnrealizedProfit.ToStringInvariant("0.00")}, " +
$"Fees: {holding.Holdings.TotalFees.ToStringInvariant("0.00")}, " +
$"Vol: {holding.Holdings.TotalSaleVolume.ToStringInvariant("0.00")}"
);
}
}
if (_barCount % 20 == 2)
{
foreach (var chain in slice.OptionChains)
{
var underlying = Securities[chain.Key.Underlying];
foreach (var contract in chain.Value)
{
Log($"{Time.ToStringInvariant()} {contract.Symbol.Value}," +
$"B={contract.BidPrice.ToStringInvariant()} " +
$"A={contract.AskPrice.ToStringInvariant()} " +
$"L={contract.LastPrice.ToStringInvariant()} " +
$"OI={contract.OpenInterest.ToStringInvariant()} " +
$"σ={underlying.VolatilityModel.Volatility:0.00} " +
$"NPV={contract.TheoreticalPrice.ToStringInvariant("0.00")} " +
$"Δ={contract.Greeks.Delta.ToStringInvariant("0.00")} " +
$"Γ={contract.Greeks.Gamma.ToStringInvariant("0.00")} " +
$"ν={contract.Greeks.Vega.ToStringInvariant("0.00")} " +
$"ρ={contract.Greeks.Rho.ToStringInvariant("0.00")} " +
$"Θ={(contract.Greeks.Theta / 365.0m).ToStringInvariant("0.00")} " +
$"IV={contract.ImpliedVolatility.ToStringInvariant("0.00")}"
);
}
}
foreach (var chain in slice.FutureChains)
{
foreach (var contract in chain.Value)
{
Log($"{contract.Symbol.Value}, {Time}, " +
$"B={contract.BidPrice} " +
$"A={contract.AskPrice} " +
$"L={contract.LastPrice} " +
$"OI={contract.OpenInterest}"
);
}
}
}
foreach (var kpv in slice.QuoteBars)
{
Log($"---> QuoteBar: {Time}, {kpv.Key.Value}, {kpv.Value.Close:0.0000}");
}
foreach (var kpv in slice.Bars)
{
Log($"---> Bar: {Time}, {kpv.Key.Value}, {kpv.Value.Close.ToStringInvariant("0.0000")}");
}
}
///
/// Order fill event handler. On an order fill update the resulting information is passed to this method.
///
/// Order event details containing details of the events
/// This method can be called asynchronously and so should only be used by seasoned C# experts. Ensure you use proper locks on thread-unsafe objects
public override void OnOrderEvent(OrderEvent orderEvent)
{
Log(orderEvent.ToString());
}
}
}