/*
* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
*/
using System;
using System.Collections.Generic;
using System.Linq;
using QuantConnect.Data;
using QuantConnect.Interfaces;
using QuantConnect.Securities;
namespace QuantConnect.Algorithm.CSharp
{
///
/// This example demonstrates how to add futures with daily resolution.
///
///
///
///
public class BasicTemplateFuturesDailyAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
{
private Symbol _contractSymbol;
protected virtual Resolution Resolution => Resolution.Daily;
// S&P 500 EMini futures
private const string RootSP500 = Futures.Indices.SP500EMini;
// Gold futures
private const string RootGold = Futures.Metals.Gold;
///
/// Initialize your algorithm and add desired assets.
///
public override void Initialize()
{
SetStartDate(2013, 10, 08);
SetEndDate(2013, 10, 10);
SetCash(1000000);
var futureSP500 = AddFuture(RootSP500, Resolution);
var futureGold = AddFuture(RootGold, Resolution);
// 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(TimeSpan.Zero, TimeSpan.FromDays(182));
futureGold.SetFilter(0, 182);
}
///
/// 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)
{
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)
{
_contractSymbol = contract.Symbol;
MarketOrder(_contractSymbol, 1);
}
}
}
else
{
Liquidate();
}
}
///
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
///
public virtual bool CanRunLocally { get; } = true;
///
/// This is used by the regression test system to indicate which languages this algorithm is written in.
///
public virtual Language[] Languages { get; } = { Language.CSharp, Language.Python };
///
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
///
public virtual Dictionary ExpectedStatistics => new Dictionary
{
{"Total Trades", "6"},
{"Average Win", "0%"},
{"Average Loss", "-0.10%"},
{"Compounding Annual Return", "-23.119%"},
{"Drawdown", "0.300%"},
{"Expectancy", "-1"},
{"Net Profit", "-0.276%"},
{"Sharpe Ratio", "-13.736"},
{"Probabilistic Sharpe Ratio", "0%"},
{"Loss Rate", "100%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "-0.526"},
{"Beta", "0.057"},
{"Annual Standard Deviation", "0.015"},
{"Annual Variance", "0"},
{"Information Ratio", "-31.088"},
{"Tracking Error", "0.189"},
{"Treynor Ratio", "-3.51"},
{"Total Fees", "$11.10"},
{"Estimated Strategy Capacity", "$200000000.00"},
{"Lowest Capacity Asset", "GC VOFJUCDY9XNH"},
{"Fitness Score", "0"},
{"Kelly Criterion Estimate", "0"},
{"Kelly Criterion Probability Value", "0"},
{"Sortino Ratio", "-17.118"},
{"Return Over Maximum Drawdown", "-83.844"},
{"Portfolio Turnover", "0.16"},
{"Total Insights Generated", "0"},
{"Total Insights Closed", "0"},
{"Total Insights Analysis Completed", "0"},
{"Long Insight Count", "0"},
{"Short Insight Count", "0"},
{"Long/Short Ratio", "100%"},
{"Estimated Monthly Alpha Value", "$0"},
{"Total Accumulated Estimated Alpha Value", "$0"},
{"Mean Population Estimated Insight Value", "$0"},
{"Mean Population Direction", "0%"},
{"Mean Population Magnitude", "0%"},
{"Rolling Averaged Population Direction", "0%"},
{"Rolling Averaged Population Magnitude", "0%"},
{"OrderListHash", "512f55519e5221c7e82e1d9f5ddd1b9f"}
};
}
}