/*
* 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 QuantConnect.Data;
using QuantConnect.Data.Consolidators;
using QuantConnect.Data.Market;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Interfaces;
using System;
using System.Collections.Generic;
namespace QuantConnect.Algorithm.CSharp
{
///
/// A demonstration of consolidating options data into larger bars for your algorithm.
///
public class BasicTemplateOptionsConsolidationAlgorithm: QCAlgorithm, IRegressionAlgorithmDefinition
{
private Dictionary _consolidators = new();
public override void Initialize()
{
SetStartDate(2013, 10, 7);
SetEndDate(2013, 10, 11);
SetCash(1000000);
var option = AddOption("SPY");
option.SetFilter(-2, 2, 0, 189);
}
public void OnQuoteBarConsolidated(object sender, QuoteBar quoteBar)
{
Log($"OnQuoteBarConsolidated called on {Time}");
Log(quoteBar.ToString());
}
public void OnTradeBarConsolidated(object sender, TradeBar tradeBar)
{
Log($"OnTradeBarConsolidated called on {Time}");
Log(tradeBar.ToString());
}
public override void OnSecuritiesChanged(SecurityChanges changes)
{
foreach(var security in changes.AddedSecurities)
{
IDataConsolidator consolidator;
if (security.Type == SecurityType.Equity)
{
consolidator = new TradeBarConsolidator(TimeSpan.FromMinutes(5));
(consolidator as TradeBarConsolidator).DataConsolidated += OnTradeBarConsolidated;
}
else
{
consolidator = new QuoteBarConsolidator(new TimeSpan(0, 5, 0));
(consolidator as QuoteBarConsolidator).DataConsolidated += OnQuoteBarConsolidated;
}
SubscriptionManager.AddConsolidator(security.Symbol, consolidator);
_consolidators[security.Symbol] = consolidator;
}
foreach(var security in changes.RemovedSecurities)
{
_consolidators.Remove(security.Symbol, out var consolidator);
SubscriptionManager.RemoveConsolidator(security.Symbol, consolidator);
if (security.Type == SecurityType.Equity)
{
(consolidator as TradeBarConsolidator).DataConsolidated -= OnTradeBarConsolidated;
}
else
{
(consolidator as QuoteBarConsolidator).DataConsolidated -= OnQuoteBarConsolidated;
}
}
}
///
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
///
public bool CanRunLocally { get; } = true;
///
/// This is used by the regression test system to indicate which languages this algorithm is written in.
///
public List Languages { get; } = new() { Language.CSharp, Language.Python };
///
/// Data Points count of all timeslices of algorithm
///
public long DataPoints => 3943;
///
/// Data Points count of the algorithm history
///
public int AlgorithmHistoryDataPoints => 0;
///
/// Final status of the algorithm
///
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;
///
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
///
public Dictionary ExpectedStatistics => new Dictionary
{
{"Total Orders", "0"},
{"Average Win", "0%"},
{"Average Loss", "0%"},
{"Compounding Annual Return", "0%"},
{"Drawdown", "0%"},
{"Expectancy", "0"},
{"Start Equity", "1000000"},
{"End Equity", "1000000"},
{"Net Profit", "0%"},
{"Sharpe Ratio", "0"},
{"Sortino Ratio", "0"},
{"Probabilistic Sharpe Ratio", "0%"},
{"Loss Rate", "0%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "0"},
{"Beta", "0"},
{"Annual Standard Deviation", "0"},
{"Annual Variance", "0"},
{"Information Ratio", "-8.91"},
{"Tracking Error", "0.223"},
{"Treynor Ratio", "0"},
{"Total Fees", "$0.00"},
{"Estimated Strategy Capacity", "$0"},
{"Lowest Capacity Asset", ""},
{"Portfolio Turnover", "0%"},
{"Drawdown Recovery", "0"},
{"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"}
};
}
}