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Universes immediate selection (QuantConnect#7785)
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* Make sure continuous futures universe selection is performed right away on the start of the algorithm.

This ensures the Future.Mapped is not null

* Minor changes

* Minor fixes

* Update regression algorithms stats

* Add DC futures map file

* Update DC futures map file

* Update regression algorithms stats

* Include ETFs for immediate universe selection

* Include Coarse Fundamentals for immediate universe selection

* Include Futures Chain Universe for immediate selection

* Add Option Chain Universe test

* Include custom universes for immediate selection

* Minor updates

* Include constituents universes for immediate selection

* Minor update

* Minor changes, docs and stats updates

* Minor changes

* Minor changes and clean up

* Minor regression algorithm stat update
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jhonabreul authored Feb 21, 2024
1 parent 64fe4ba commit 09db45c
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Showing 80 changed files with 2,828 additions and 216 deletions.
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Expand Up @@ -116,7 +116,7 @@ public override void OnSecuritiesChanged(SecurityChanges changes)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 63;
public long DataPoints => 74;

/// <summary>
/// Data Points count of the algorithm history
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Expand Up @@ -93,7 +93,7 @@ public override void OnData(Slice data)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 12164;
public long DataPoints => 12170;

/// <summary>
/// Data Points count of the algorithm history
Expand Down Expand Up @@ -129,7 +129,7 @@ public override void OnData(Slice data)
{"Estimated Strategy Capacity", "$2600000.00"},
{"Lowest Capacity Asset", "ES 31C3JQS9D84PW|ES XCZJLC9NOB29"},
{"Portfolio Turnover", "495.15%"},
{"OrderListHash", "39179b5e977b8bf5411fbd31896a7953"}
{"OrderListHash", "51ae811a9f7a26ae8eb96cdcefe1ab59"}
};
}
}
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Expand Up @@ -220,7 +220,7 @@ public override void OnEndOfAlgorithm()
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 608372;
public long DataPoints => 608378;

/// <summary>
/// Data Points count of the algorithm history
Expand Down Expand Up @@ -256,7 +256,7 @@ public override void OnEndOfAlgorithm()
{"Estimated Strategy Capacity", "$760000.00"},
{"Lowest Capacity Asset", "ES XCZJLDQX2SRO|ES XCZJLC9NOB29"},
{"Portfolio Turnover", "32.31%"},
{"OrderListHash", "b508146aff4ac449e9c6f502928e2115"}
{"OrderListHash", "8d248c2234fec09fbe09f86735fefd99"}
};
}
}
2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateContinuousFutureAlgorithm.cs
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Expand Up @@ -118,7 +118,7 @@ public override void OnSecuritiesChanged(SecurityChanges changes)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 713394;
public long DataPoints => 713395;

/// <summary>
/// Data Points count of the algorithm history
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Expand Up @@ -123,7 +123,7 @@ public override void OnSecuritiesChanged(SecurityChanges changes)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 2217324;
public long DataPoints => 2217325;

/// <summary>
/// Data Points count of the algorithm history
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2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateFutureRolloverAlgorithm.cs
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Expand Up @@ -176,7 +176,7 @@ public void Dispose()
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 1333;
public long DataPoints => 1334;

/// <summary>
/// Data Points count of the algorithm history
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2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateFuturesAlgorithm.cs
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Expand Up @@ -151,7 +151,7 @@ public override void OnSecuritiesChanged(SecurityChanges changes)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 75401;
public long DataPoints => 75403;

/// <summary>
/// Data Points count of the algorithm history
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2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateFuturesDailyAlgorithm.cs
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Expand Up @@ -117,7 +117,7 @@ select futuresContract
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public virtual long DataPoints => 14036;
public virtual long DataPoints => 14038;

/// <summary>
/// Data Points count of the algorithm history
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2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateFuturesFrameworkAlgorithm.cs
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Expand Up @@ -136,7 +136,7 @@ public override IEnumerable<IPortfolioTarget> CreateTargets(QCAlgorithm algorith
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public virtual long DataPoints => 57752;
public virtual long DataPoints => 57754;

/// <summary>
/// Data Points count of the algorithm history
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Expand Up @@ -41,7 +41,7 @@ public class BasicTemplateFuturesFrameworkWithExtendedMarketAlgorithm : BasicTem
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public override long DataPoints => 163392;
public override long DataPoints => 163410;

/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
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2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateFuturesHistoryAlgorithm.cs
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Expand Up @@ -140,7 +140,7 @@ public override void OnOrderEvent(OrderEvent orderEvent)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public virtual long DataPoints => 48688;
public virtual long DataPoints => 48690;

/// <summary>
/// Data Points count of the algorithm history
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Expand Up @@ -47,7 +47,7 @@ public class BasicTemplateFuturesHistoryWithExtendedMarketHoursAlgorithm : Basic
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public override long DataPoints => 147769;
public override long DataPoints => 147771;

/// <summary>
/// Data Points count of the algorithm history
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2 changes: 1 addition & 1 deletion Algorithm.CSharp/BasicTemplateFuturesHourlyAlgorithm.cs
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Expand Up @@ -41,7 +41,7 @@ public class BasicTemplateFuturesHourlyAlgorithm : BasicTemplateFuturesDailyAlgo
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public override long DataPoints => 87391;
public override long DataPoints => 87393;

/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
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Expand Up @@ -151,7 +151,7 @@ public override void OnSecuritiesChanged(SecurityChanges changes)
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 224660;
public long DataPoints => 224662;

/// <summary>
/// Data Points count of the algorithm history
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Expand Up @@ -43,7 +43,7 @@ public class BasicTemplateFuturesWithExtendedMarketDailyAlgorithm : BasicTemplat
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public override long DataPoints => 16263;
public override long DataPoints => 16265;

/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
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Expand Up @@ -41,7 +41,7 @@ public class BasicTemplateFuturesWithExtendedMarketHourlyAlgorithm : BasicTempla
/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public override long DataPoints => 228936;
public override long DataPoints => 228938;

/// <summary>
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
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@@ -0,0 +1,153 @@
/*
* 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.Interfaces;
using System.Collections.Generic;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Data;

namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// Assert that CoarseFundamentals universe selection happens right away after algorithm starts
/// </summary>
public class CoarseFundamentalImmediateSelectionRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
{
private const int NumberOfSymbols = 3;

private bool _initialSelectionDone;

public override void Initialize()
{
UniverseSettings.Resolution = Resolution.Daily;

SetStartDate(2014, 03, 25);
SetEndDate(2014, 03, 30);
SetCash(100000);

AddUniverse(CoarseSelectionFunction);
}

// sort the data by daily dollar volume and take the top 'NumberOfSymbols'
public IEnumerable<Symbol> CoarseSelectionFunction(IEnumerable<CoarseFundamental> coarse)
{
if (!_initialSelectionDone)
{
if (Time != StartDate)
{
throw new Exception($"CoarseSelectionFunction called at unexpected time. " +
$"Expected it to be called on {StartDate} but was called on {Time}");
}
}

// sort descending by daily dollar volume
var sortedByDollarVolume = coarse.OrderByDescending(x => x.DollarVolume);

// take the top entries from our sorted collection
var top = sortedByDollarVolume.Take(NumberOfSymbols);

// we need to return only the symbol objects
return top.Select(x => x.Symbol);
}

public void OnData(Slice data)
{
Log($"OnData({UtcTime:o}): Keys: {string.Join(", ", data.Keys.OrderBy(x => x))}");
}

public override void OnSecuritiesChanged(SecurityChanges changes)
{
Log($"OnSecuritiesChanged({UtcTime:o}):: {changes}");

// This should also happen right away
if (!_initialSelectionDone)
{
_initialSelectionDone = true;

if (Time != StartDate)
{
throw new Exception($"OnSecuritiesChanged called at unexpected time. " +
$"Expected it to be called on {StartDate} but was called on {Time}");
}

if (changes.AddedSecurities.Count != NumberOfSymbols)
{
throw new Exception($"Unexpected number of added securities. " +
$"Expected {NumberOfSymbols} but was {changes.AddedSecurities.Count}");
}

if (changes.RemovedSecurities.Count != 0)
{
throw new Exception($"Unexpected number of removed securities. " +
$"Expected 0 but was {changes.RemovedSecurities.Count}");
}
}
}

/// <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;

/// <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 };

/// <summary>
/// Data Points count of all timeslices of algorithm
/// </summary>
public long DataPoints => 35405;

/// <summary>
/// Data Points count of the algorithm history
/// </summary>
public int AlgorithmHistoryDataPoints => 0;

/// <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", "3.134"},
{"Tracking Error", "0.097"},
{"Treynor Ratio", "0"},
{"Total Fees", "$0.00"},
{"Estimated Strategy Capacity", "$0"},
{"Lowest Capacity Asset", ""},
{"Portfolio Turnover", "0%"},
{"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"}
};
}
}
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