Files
quantconnect--lean/Common/Algorithm/Framework/Portfolio/PortfolioTargetCollection.cs
Martin Molinero ee4f8fee82 Overall performance improvements
- `TimeSliceFactory` will avoid creating empty collections
- `ExecutionModels` will check target collection count before trying to
enumerate
- Reduce calls to .`TotalPortfolioValue`
- `SecurityValues` will only be created when required
- `TimeKeeper` will use TimeZone unique Id as dictionary key. The
TimeZone hash is expensive.
- `AlgorithmManager` will avoid calling `DateTime.UtcNow`,
`ConvertFromUtc()` and `RoundDownInTimeZone()`
2019-06-03 15:09:02 -03:00

346 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.Collections;
using System.Collections.Concurrent;
using System.Collections.Generic;
using System.Linq;
using QuantConnect.Interfaces;
using QuantConnect.Orders;
namespace QuantConnect.Algorithm.Framework.Portfolio
{
/// <summary>
/// Provides a collection for managing <see cref="IPortfolioTarget"/>s for each symbol
/// </summary>
public class PortfolioTargetCollection : ICollection<IPortfolioTarget>, IDictionary<Symbol, IPortfolioTarget>
{
private readonly ConcurrentDictionary<Symbol, IPortfolioTarget> _targets = new ConcurrentDictionary<Symbol, IPortfolioTarget>();
/// <summary>
/// Gets the number of targets in this collection
/// </summary>
public int Count => _targets.Count;
/// <summary>
/// Gets `false`. This collection is not read-only.
/// </summary>
public bool IsReadOnly => false;
/// <summary>
/// Gets the symbol keys for this collection
/// </summary>
public ICollection<Symbol> Keys => _targets.Keys;
/// <summary>
/// Gets all portfolio targets in this collection
/// Careful, will return targets for securities that might have no data yet.
/// </summary>
public ICollection<IPortfolioTarget> Values => _targets.Values;
/// <summary>
/// Adds the specified target to the collection. If a target for the same symbol
/// already exists it wil be overwritten.
/// </summary>
/// <param name="target">The portfolio target to add</param>
public void Add(IPortfolioTarget target)
{
if (target == null)
{
return;
}
_targets[target.Symbol] = target;
}
/// <summary>
/// Adds the specified target to the collection. If a target for the same symbol
/// already exists it wil be overwritten.
/// </summary>
/// <param name="target">The portfolio target to add</param>
public void Add(KeyValuePair<Symbol, IPortfolioTarget> target)
{
WithDictionary(d => d.Add(target));
}
/// <summary>
/// Adds the specified target to the collection. If a target for the same symbol
/// already exists it wil be overwritten.
/// </summary>
/// <param name="symbol">The symbol key</param>
/// <param name="target">The portfolio target to add</param>
public void Add(Symbol symbol, IPortfolioTarget target)
{
WithDictionary(d => d.Add(symbol, target));
}
/// <summary>
/// Adds the specified targets to the collection. If a target for the same symbol
/// already exists it will be overwritten.
/// </summary>
/// <param name="targets">The portfolio targets to add</param>
public void AddRange(IEnumerable<IPortfolioTarget> targets)
{
foreach (var item in targets)
{
_targets[item.Symbol] = item;
}
}
/// <summary>
/// Adds the specified targets to the collection. If a target for the same symbol
/// already exists it will be overwritten.
/// </summary>
/// <param name="targets">The portfolio targets to add</param>
public void AddRange(IPortfolioTarget[] targets)
{
foreach (var item in targets)
{
_targets[item.Symbol] = item;
}
}
/// <summary>
/// Removes all portfolio targets from this collection
/// </summary>
public void Clear()
{
_targets.Clear();
}
/// <summary>
/// Removes fulfilled portfolio targets from this collection.
/// Will only take into account actual holdings and ignore open orders.
/// </summary>
public void ClearFulfilled(IAlgorithm algorithm)
{
foreach (var target in _targets)
{
var security = algorithm.Securities[target.Key];
var holdings = security.Holdings.Quantity;
// check to see if we're done with this target
if (Math.Abs(target.Value.Quantity - holdings) < security.SymbolProperties.LotSize)
{
Remove(target.Key);
}
}
}
/// <summary>
/// Determines whether or not the specified target exists in this collection.
/// NOTE: This checks for the exact specified target, not by symbol. Use ContainsKey
/// to check by symbol.
/// </summary>
/// <param name="target">The portfolio target to check for existence.</param>
/// <returns>True if the target exists, false otherwise</returns>
public bool Contains(IPortfolioTarget target)
{
if (target == null)
{
return false;
}
return _targets.ContainsKey(target.Symbol);
}
/// <summary>
/// Determines whether the specified symbol/target pair exists in this collection
/// </summary>
/// <param name="target">The symbol/target pair</param>
/// <returns>True if the pair exists, false otherwise</returns>
public bool Contains(KeyValuePair<Symbol, IPortfolioTarget> target)
{
return WithDictionary(d => d.Contains(target));
}
/// <summary>
/// Determines whether the specified symbol exists as a key in this collection
/// </summary>
/// <param name="symbol">The symbol key</param>
/// <returns>True if the symbol exists in this collection, false otherwise</returns>
public bool ContainsKey(Symbol symbol)
{
return _targets.ContainsKey(symbol);
}
/// <summary>
/// Copies the targets in this collection to the specified array
/// </summary>
/// <param name="array">The destination array to copy to</param>
/// <param name="arrayIndex">The index in the array to start copying to</param>
public void CopyTo(IPortfolioTarget[] array, int arrayIndex)
{
_targets.Values.CopyTo(array, arrayIndex);
}
/// <summary>
/// Copies the targets in this collection to the specified array
/// </summary>
/// <param name="array">The destination array to copy to</param>
/// <param name="arrayIndex">The index in the array to start copying to</param>
public void CopyTo(KeyValuePair<Symbol, IPortfolioTarget>[] array, int arrayIndex)
{
WithDictionary(d => d.CopyTo(array, arrayIndex));
}
/// <summary>
/// Removes the target for the specified symbol if it exists in this collection.
/// </summary>
/// <param name="symbol">The symbol to remove</param>
/// <returns>True if the symbol's target was removed, false if it doesn't exist in the collection</returns>
public bool Remove(Symbol symbol)
{
return WithDictionary(d => d.Remove(symbol));
}
/// <summary>
/// Removes the target for the specified symbol/target pair if it exists in this collection.
/// </summary>
/// <param name="target">The symbol/target pair to remove</param>
/// <returns>True if the symbol's target was removed, false if it doesn't exist in the collection</returns>
public bool Remove(KeyValuePair<Symbol, IPortfolioTarget> target)
{
return WithDictionary(d => d.Remove(target));
}
/// <summary>
/// Removes the target if it exists in this collection.
/// </summary>
/// <param name="target">The target to remove</param>
/// <returns>True if the target was removed, false if it doesn't exist in the collection</returns>
public bool Remove(IPortfolioTarget target)
{
if (target == null)
{
return false;
}
IPortfolioTarget existing;
if (_targets.TryGetValue(target.Symbol, out existing))
{
// need to confirm that we're removing the requested target and not a different target w/ the same symbol key
if (existing.Equals(target))
{
return Remove(target.Symbol);
}
}
return false;
}
/// <summary>
/// Attempts to retrieve the target for the specified symbol
/// </summary>
/// <param name="symbol">The symbol</param>
/// <param name="target">The portfolio target for the symbol, or null if not found</param>
/// <returns>True if the symbol's target was found, false if it does not exist in this collection</returns>
public bool TryGetValue(Symbol symbol, out IPortfolioTarget target)
{
return _targets.TryGetValue(symbol, out target);
}
/// <summary>
/// Gets or sets the portfolio target for the specified symbol
/// </summary>
/// <param name="symbol">The symbol</param>
/// <returns>The symbol's portolio target if it exists in this collection, if not a <see cref="KeyNotFoundException"/> will be thrown.</returns>
public IPortfolioTarget this[Symbol symbol]
{
get { return _targets[symbol]; }
set { _targets[symbol] = value; }
}
/// <summary>
/// Gets an enumerator to iterator over the symbol/target key value pairs in this collection.
/// </summary>
/// <returns>Symbol/target key value pair enumerator</returns>
IEnumerator<KeyValuePair<Symbol, IPortfolioTarget>> IEnumerable<KeyValuePair<Symbol, IPortfolioTarget>>.GetEnumerator()
{
return _targets.GetEnumerator();
}
/// <summary>
/// Gets an enumerator to iterator over all portfolio targets in this collection.
/// This is the default enumerator for this collection.
/// </summary>
/// <returns>Portfolio targets enumerator</returns>
public IEnumerator<IPortfolioTarget> GetEnumerator()
{
return _targets.Select(kvp => kvp.Value).GetEnumerator();
}
/// <summary>
/// Gets an enumerator to iterator over all portfolio targets in this collection.
/// This is the default enumerator for this collection.
/// Careful, will return targets for securities that might have no data yet.
/// </summary>
/// <returns>Portfolio targets enumerator</returns>
IEnumerator IEnumerable.GetEnumerator()
{
return GetEnumerator();
}
/// <summary>
/// Helper function to easily access explicitly implemented interface methods against concurrent dictionary
/// </summary>
private void WithDictionary(Action<IDictionary<Symbol, IPortfolioTarget>> action)
{
action(_targets);
}
/// <summary>
/// Helper function to easily access explicitly implemented interface methods against concurrent dictionary
/// </summary>
private T WithDictionary<T>(Func<IDictionary<Symbol, IPortfolioTarget>, T> func)
{
return func(_targets);
}
/// <summary>
/// Returned an ordered enumerable where position reducing orders are executed first
/// and the remaining orders are executed in decreasing order value.
/// Will NOT return targets for securities that have no data yet.
/// Will NOT return targets for which current holdings + open orders quantity, sum up to the target quantity
/// </summary>
/// <param name="algorithm">The algorithm instance</param>
public IEnumerable<IPortfolioTarget> OrderByMarginImpact(IAlgorithm algorithm)
{
return _targets
.Select(x => x.Value)
.Where(x => {
var security = algorithm.Securities[x.Symbol];
return security.HasData
&& Math.Abs(OrderSizing.GetUnorderedQuantity(algorithm, x)) >= security.SymbolProperties.LotSize;
})
.Select(x => new {
PortfolioTarget = x,
TargetQuantity = x.Quantity,
ExistingQuantity = algorithm.Portfolio[x.Symbol].Quantity
+ algorithm.Transactions.GetOpenOrderTickets(x.Symbol)
.Aggregate(0m, (d, t) => d + t.Quantity - t.QuantityFilled),
Price = algorithm.Securities[x.Symbol].Price
})
.Select(x => new {
PortfolioTarget = x.PortfolioTarget,
OrderValue = Math.Abs((x.TargetQuantity - x.ExistingQuantity) * x.Price),
IsReducingPosition = x.ExistingQuantity != 0 && Math.Abs(x.TargetQuantity) < Math.Abs(x.ExistingQuantity)
})
.OrderByDescending(x => x.IsReducingPosition)
.ThenByDescending(x => x.OrderValue)
.Select(x => x.PortfolioTarget);
}
}
}