Files
quantconnect--lean/Algorithm.CSharp/UpdateOrderRegressionAlgorithm.cs
T

203 lines
7.8 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.Generic;
using System.Linq;
using QuantConnect.Data;
using QuantConnect.Orders;
using QuantConnect.Securities;
namespace QuantConnect.Algorithm.CSharp
{
/// <summary>
/// Provides a regression baseline focused on updating orders
/// </summary>
public class UpdateOrderRegressionAlgorithm : QCAlgorithm
{
private int LastMonth = -1;
private Security Security;
private int Quantity = 100;
private const int DeltaQuantity = 10;
private const decimal StopPercentage = 0.025m;
private const decimal StopPercentageDelta = 0.005m;
private const decimal LimitPercentage = 0.025m;
private const decimal LimitPercentageDelta = 0.005m;
private const string Symbol = "SPY";
private const SecurityType SecType = SecurityType.Equity;
private readonly CircularQueue<OrderType> _orderTypesQueue = new CircularQueue<OrderType>(Enum.GetValues(typeof(OrderType)).OfType<OrderType>());
private readonly List<OrderTicket> _tickets = new List<OrderTicket>();
/// <summary>
/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.
/// </summary>
public override void Initialize()
{
SetStartDate(2013, 01, 01); //Set Start Date
SetEndDate(2015, 01, 01); //Set End Date
SetCash(100000); //Set Strategy Cash
// Find more symbols here: http://quantconnect.com/data
AddSecurity(SecType, Symbol, Resolution.Daily);
Security = Securities[Symbol];
_orderTypesQueue.CircleCompleted += (sender, args) =>
{
// flip our signs when we've gone through all the order types
Quantity *= -1;
};
}
/// <summary>
/// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.
/// </summary>
/// <param name="data">Slice object keyed by symbol containing the stock data</param>
public override void OnData(Slice data)
{
if (!data.Bars.ContainsKey(Symbol)) return;
// each month make an action
if (Time.Month != LastMonth)
{
// we'll submit the next type of order from the queue
var orderType = _orderTypesQueue.Dequeue();
//Log("");
Log("\r\n--------------MONTH: " + Time.ToString("MMMM") + ":: " + orderType + "\r\n");
//Log("");
LastMonth = Time.Month;
Log("ORDER TYPE:: " + orderType);
var isLong = Quantity > 0;
var stopPrice = isLong ? (1 + StopPercentage)*data.Bars[Symbol].High : (1 - StopPercentage)*data.Bars[Symbol].Low;
var limitPrice = isLong ? (1 - LimitPercentage)*stopPrice : (1 + LimitPercentage)*stopPrice;
if (orderType == OrderType.Limit)
{
limitPrice = !isLong ? (1 + LimitPercentage) * data.Bars[Symbol].High : (1 - LimitPercentage) * data.Bars[Symbol].Low;
}
var request = new SubmitOrderRequest(orderType, SecType, Symbol, Quantity, stopPrice, limitPrice, Time, orderType.ToString());
var ticket = Transactions.AddOrder(request);
_tickets.Add(ticket);
}
else if (_tickets.Count > 0)
{
var ticket = _tickets.Last();
if (Time.Day > 8 && Time.Day < 14)
{
if (ticket.UpdateRequests.Count == 0 && ticket.Status.IsOpen())
{
Log("TICKET:: " + ticket);
ticket.Update(new UpdateOrderFields
{
Quantity = ticket.Quantity + Math.Sign(Quantity)*DeltaQuantity,
Tag = "Change quantity: " + Time
});
Log("UPDATE1:: " + ticket.UpdateRequests.Last());
}
}
else if (Time.Day > 13 && Time.Day < 20)
{
if (ticket.UpdateRequests.Count == 1 && ticket.Status.IsOpen())
{
Log("TICKET:: " + ticket);
ticket.Update(new UpdateOrderFields
{
LimitPrice = Security.Price*(1 - Math.Sign(ticket.Quantity)*LimitPercentageDelta),
StopPrice = Security.Price*(1 + Math.Sign(ticket.Quantity)*StopPercentageDelta),
Tag = "Change prices: " + Time
});
Log("UPDATE2:: " + ticket.UpdateRequests.Last());
}
}
else
{
if (ticket.UpdateRequests.Count == 2 && ticket.Status.IsOpen())
{
Log("TICKET:: " + ticket);
ticket.Cancel(Time + " and is still open!");
Log("CANCELLED:: " + ticket.CancelRequest);
}
}
}
}
public override void OnOrderEvent(OrderEvent orderEvent)
{
if (orderEvent.Status == OrderStatus.Filled)
{
Log("FILLED:: " + Transactions.GetOrderById(orderEvent.OrderId) + " FILL PRICE:: " + orderEvent.FillPrice.SmartRounding());
}
else
{
Log(orderEvent.ToString());
Log("TICKET:: " + _tickets.Last());
}
}
private new void Log(string msg)
{
if (LiveMode) Debug(msg);
else base.Log(msg);
}
/// <summary>
/// A never ending queue that will dequeue and reenqueue the same item
/// </summary>
private class CircularQueue<T>
{
private readonly T _head;
private readonly Queue<T> _queue;
/// <summary>
/// Fired when we do a full circle
/// </summary>
public event EventHandler CircleCompleted;
public CircularQueue(IEnumerable<T> items)
{
_queue = new Queue<T>();
var first = true;
foreach (var item in items)
{
if (first)
{
first = false;
_head = item;
}
_queue.Enqueue(item);
}
}
public T Dequeue()
{
var item = _queue.Dequeue();
if (item.Equals(_head))
{
OnCircleCompleted();
}
_queue.Enqueue(item);
return item;
}
protected virtual void OnCircleCompleted()
{
var handler = CircleCompleted;
if (handler != null) handler(this, EventArgs.Empty);
}
}
}
}