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Algorithm.CSharp/BasicTemplateOptionsConsolidationAlgorithm.cs
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/* | ||
* 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. | ||
* | ||
*/ | ||
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using QuantConnect.Data; | ||
using QuantConnect.Data.Consolidators; | ||
using QuantConnect.Data.Market; | ||
using QuantConnect.Data.UniverseSelection; | ||
using QuantConnect.Interfaces; | ||
using System; | ||
using System.Collections.Generic; | ||
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namespace QuantConnect.Algorithm.CSharp | ||
{ | ||
/// <summary> | ||
/// A demonstration of consolidating options data into larger bars for your algorithm. | ||
/// </summary> | ||
public class BasicTemplateOptionsConsolidationAlgorithm: QCAlgorithm, IRegressionAlgorithmDefinition | ||
{ | ||
private Dictionary<Symbol, IDataConsolidator> _consolidators = new(); | ||
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public override void Initialize() | ||
{ | ||
SetStartDate(2013, 10, 7); | ||
SetEndDate(2013, 10, 11); | ||
SetCash(1000000); | ||
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var option = AddOption("SPY"); | ||
option.SetFilter(-2, 2, 0, 189); | ||
} | ||
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public void OnQuoteBarConsolidated(object sender, QuoteBar quoteBar) | ||
{ | ||
Log($"OnQuoteBarConsolidated called on {Time}"); | ||
Log(quoteBar.ToString()); | ||
} | ||
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public void OnTradeBarConsolidated(object sender, TradeBar tradeBar) | ||
{ | ||
Log($"OnQuoteBarConsolidated called on {Time}"); | ||
Log(tradeBar.ToString()); | ||
} | ||
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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; | ||
} | ||
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SubscriptionManager.AddConsolidator(security.Symbol, consolidator); | ||
_consolidators[security.Symbol] = consolidator; | ||
} | ||
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foreach(var security in changes.RemovedSecurities) | ||
{ | ||
_consolidators.Remove(security.Symbol, out var consolidator); | ||
SubscriptionManager.RemoveConsolidator(security.Symbol, consolidator); | ||
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if (security.Type == SecurityType.Equity) | ||
{ | ||
(consolidator as TradeBarConsolidator).DataConsolidated -= OnTradeBarConsolidated; | ||
} | ||
else | ||
{ | ||
(consolidator as QuoteBarConsolidator).DataConsolidated -= OnQuoteBarConsolidated; | ||
} | ||
} | ||
} | ||
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/// <summary> | ||
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm. | ||
/// </summary> | ||
public bool CanRunLocally { get; } = true; | ||
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/// <summary> | ||
/// This is used by the regression test system to indicate which languages this algorithm is written in. | ||
/// </summary> | ||
public Language[] Languages { get; } = { Language.CSharp, Language.Python }; | ||
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/// <summary> | ||
/// Data Points count of all timeslices of algorithm | ||
/// </summary> | ||
public long DataPoints => 3943; | ||
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/// <summary> | ||
/// Data Points count of the algorithm history | ||
/// </summary> | ||
public int AlgorithmHistoryDataPoints => 0; | ||
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/// <summary> | ||
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm | ||
/// </summary> | ||
public Dictionary<string, string> ExpectedStatistics => new Dictionary<string, string> | ||
{ | ||
{"Total Trades", "0"}, | ||
{"Average Win", "0%"}, | ||
{"Average Loss", "0%"}, | ||
{"Compounding Annual Return", "0%"}, | ||
{"Drawdown", "0%"}, | ||
{"Expectancy", "0"}, | ||
{"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%"}, | ||
{"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"} | ||
}; | ||
} | ||
} |
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