Files
2026-07-13 13:02:50 +08:00

293 lines
14 KiB
C#

/*
* 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.Util;
using QuantConnect.Interfaces;
using QuantConnect.Securities;
using System.Collections.Generic;
using System.Collections.Specialized;
namespace QuantConnect.Data.UniverseSelection
{
/// <summary>
/// Represents the universe defined by the user's algorithm. This is
/// the default universe where manually added securities live by
/// market/security type. They can also be manually generated and
/// can be configured to fire on certain interval and will always
/// return the internal list of symbols.
/// </summary>
public class UserDefinedUniverse : Universe, INotifyCollectionChanged, ITimeTriggeredUniverse
{
private readonly TimeSpan _interval;
private readonly HashSet<SubscriptionDataConfig> _subscriptionDataConfigs = new HashSet<SubscriptionDataConfig>();
private readonly HashSet<Symbol> _symbols = new HashSet<Symbol>();
// `UniverseSelection.RemoveSecurityFromUniverse()` will query us at `GetSubscriptionRequests()` to get the `SubscriptionDataConfig` and remove it from the DF
// and we need to return the config even after the call to `Remove()`
private readonly HashSet<SubscriptionDataConfig> _pendingRemovedConfigs = new HashSet<SubscriptionDataConfig>();
private readonly Func<DateTime, IEnumerable<Symbol>> _selector;
private readonly object _lock = new ();
/// <summary>
/// Event fired when a symbol is added or removed from this universe
/// </summary>
public event NotifyCollectionChangedEventHandler CollectionChanged;
/// <summary>
/// Gets the interval of this user defined universe
/// </summary>
public TimeSpan Interval
{
get { return _interval; }
}
/// <summary>
/// Initializes a new instance of the <see cref="UserDefinedUniverse"/> class
/// </summary>
/// <param name="configuration">The configuration used to resolve the data for universe selection</param>
/// <param name="universeSettings">The settings used for new subscriptions generated by this universe</param>
/// <param name="interval">The interval at which selection should be performed</param>
/// <param name="symbols">The initial set of symbols in this universe</param>
public UserDefinedUniverse(SubscriptionDataConfig configuration, UniverseSettings universeSettings, TimeSpan interval, IEnumerable<Symbol> symbols)
: base(configuration)
{
_interval = interval;
_symbols = symbols.ToHashSet();
UniverseSettings = universeSettings;
// the selector Func will be the union of the provided symbols and the added symbols or subscriptions data configurations
_selector = time => {
lock(_lock)
{
return _subscriptionDataConfigs.Select(x => x.Symbol).Union(_symbols).ToHashSet();
}
};
}
/// <summary>
/// Initializes a new instance of the <see cref="UserDefinedUniverse"/> class
/// </summary>
/// <param name="configuration">The configuration used to resolve the data for universe selection</param>
/// <param name="universeSettings">The settings used for new subscriptions generated by this universe</param>
/// <param name="interval">The interval at which selection should be performed</param>
/// <param name="selector">Universe selection function invoked for each time returned via GetTriggerTimes.
/// The function parameter is a DateTime in the time zone of configuration.ExchangeTimeZone</param>
public UserDefinedUniverse(SubscriptionDataConfig configuration, UniverseSettings universeSettings, TimeSpan interval, Func<DateTime, IEnumerable<string>> selector)
: base(configuration)
{
_interval = interval;
UniverseSettings = universeSettings;
_selector = time =>
{
var selectSymbolsResult = selector(time.ConvertFromUtc(Configuration.ExchangeTimeZone));
// if we received an unchaged then short circuit the symbol creation and return it directly
if (ReferenceEquals(selectSymbolsResult, Unchanged)) return Unchanged;
return selectSymbolsResult.Select(sym => Symbol.Create(sym, Configuration.SecurityType, Configuration.Market));
};
}
/// <summary>
/// Creates a user defined universe symbol
/// </summary>
/// <param name="securityType">The security</param>
/// <param name="market">The market</param>
/// <returns>A symbol for user defined universe of the specified security type and market</returns>
public static Symbol CreateSymbol(SecurityType securityType, string market)
{
var ticker = $"qc-universe-userdefined-{market.ToLowerInvariant()}-{securityType}";
return UniverseExtensions.CreateSymbol(securityType, market, ticker);
}
/// <summary>
/// Adds the specified <see cref="Symbol"/> to this universe
/// </summary>
/// <param name="symbol">The symbol to be added to this universe</param>
/// <returns>True if the symbol was added, false if it was already present</returns>
public bool Add(Symbol symbol)
{
var added = false;
lock (_lock)
{
// let's not call the event having the lock if we don't need too
added = _symbols.Add(symbol);
}
if (added)
{
OnCollectionChanged(new NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Add, symbol));
return true;
}
return false;
}
/// <summary>
/// Adds the specified <see cref="SubscriptionDataConfig"/> to this universe
/// </summary>
/// <param name="subscriptionDataConfig">The subscription data configuration to be added to this universe</param>
/// <returns>True if the subscriptionDataConfig was added, false if it was already present</returns>
public bool Add(SubscriptionDataConfig subscriptionDataConfig)
{
var added = false;
lock (_lock)
{
// let's not call the event having the lock if we don't need too
added = _subscriptionDataConfigs.Add(subscriptionDataConfig);
}
if (added)
{
OnCollectionChanged(new NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Add, subscriptionDataConfig.Symbol));
return true;
}
return false;
}
/// <summary>
/// Removes the specified <see cref="Symbol"/> from this universe
/// </summary>
/// <param name="symbol">The symbol to be removed</param>
/// <returns>True if the symbol was removed, false if the symbol was not present</returns>
public bool Remove(Symbol symbol)
{
if (RemoveAndKeepTrack(symbol))
{
OnCollectionChanged(new NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Remove, symbol));
return true;
}
return false;
}
/// <summary>
/// Returns the symbols defined by the user for this universe
/// </summary>
/// <param name="utcTime">The current utc time</param>
/// <param name="data">The symbols to remain in the universe</param>
/// <returns>The data that passes the filter</returns>
public override IEnumerable<Symbol> SelectSymbols(DateTime utcTime, BaseDataCollection data)
{
return _selector(utcTime);
}
/// <summary>
/// Returns an enumerator that defines when this user defined universe will be invoked
/// </summary>
/// <returns>An enumerator of DateTime that defines when this universe will be invoked</returns>
public virtual IEnumerable<DateTime> GetTriggerTimes(DateTime startTimeUtc, DateTime endTimeUtc, MarketHoursDatabase marketHoursDatabase)
{
var exchangeHours = marketHoursDatabase.GetExchangeHours(Configuration);
var localStartTime = startTimeUtc.ConvertFromUtc(exchangeHours.TimeZone);
var localEndTime = endTimeUtc.ConvertFromUtc(exchangeHours.TimeZone);
var first = true;
foreach (var dateTime in LinqExtensions.Range(localStartTime, localEndTime, dt => dt + Interval))
{
if (first)
{
yield return dateTime;
first = false;
}
else if (exchangeHours.IsOpen(dateTime, dateTime + Interval, Configuration.ExtendedMarketHours))
{
yield return dateTime;
}
}
}
/// <summary>
/// Event invocator for the <see cref="CollectionChanged"/> event
/// </summary>
/// <param name="e">The notify collection changed event arguments</param>
protected virtual void OnCollectionChanged(NotifyCollectionChangedEventArgs e)
{
CollectionChanged?.Invoke(this, e);
}
/// <summary>
/// Gets the subscription requests to be added for the specified security
/// </summary>
/// <param name="security">The security to get subscriptions for</param>
/// <param name="currentTimeUtc">The current time in utc. This is the frontier time of the algorithm</param>
/// <param name="maximumEndTimeUtc">The max end time</param>
/// <param name="subscriptionService">Instance which implements <see cref="ISubscriptionDataConfigService"/> interface</param>
/// <returns>All subscriptions required by this security</returns>
public override IEnumerable<SubscriptionRequest> GetSubscriptionRequests(Security security,
DateTime currentTimeUtc,
DateTime maximumEndTimeUtc,
ISubscriptionDataConfigService subscriptionService)
{
List<SubscriptionDataConfig> result;
lock (_lock)
{
result = _subscriptionDataConfigs.Where(x => x.Symbol == security.Symbol).ToList();
if (!result.Any())
{
result = _pendingRemovedConfigs.Where(x => x.Symbol == security.Symbol).ToList();
if (result.Any())
{
_pendingRemovedConfigs.RemoveWhere(x => x.Symbol == security.Symbol);
}
else
{
result = base.GetSubscriptionRequests(security, currentTimeUtc, maximumEndTimeUtc, subscriptionService).Select(x => x.Configuration).ToList();
// we create subscription data configs ourselves, add the configs
_subscriptionDataConfigs.UnionWith(result);
}
}
}
return result.Select(config => new SubscriptionRequest(isUniverseSubscription: false,
universe: this,
security: security,
configuration: config,
startTimeUtc: currentTimeUtc,
endTimeUtc: maximumEndTimeUtc));
}
/// <summary>
/// Tries to remove the specified security from the universe.
/// </summary>
/// <param name="utcTime">The current utc time</param>
/// <param name="security">The security to be removed</param>
/// <returns>True if the security was successfully removed, false if
/// we're not allowed to remove or if the security didn't exist</returns>
internal override bool RemoveMember(DateTime utcTime, Security security)
{
if (base.RemoveMember(utcTime, security))
{
RemoveAndKeepTrack(security.Symbol);
return true;
}
return false;
}
private bool RemoveAndKeepTrack(Symbol symbol)
{
lock (_lock)
{
var toBeRemoved = _subscriptionDataConfigs.Where(x => x.Symbol == symbol).ToList();
var removedSymbol = _symbols.Remove(symbol);
if (removedSymbol || toBeRemoved.Any())
{
_subscriptionDataConfigs.RemoveWhere(x => x.Symbol == symbol);
_pendingRemovedConfigs.UnionWith(toBeRemoved);
return true;
}
return false;
}
}
}
}