/*
* 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 QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Indicators;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Using rolling windows for efficient storage of historical data; which automatically clears after a period of time.
///
///
///
///
///
///
///
public class RollingWindowAlgorithm : QCAlgorithm
{
private RollingWindow _window;
private RollingWindow _smaWin;
///
/// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.
///
public override void Initialize()
{
SetStartDate(2013,10,1); // Set Start Date
SetEndDate(2013,11,1); // Set End Date
SetCash(100000); // Set Strategy Cash
// Find more symbols here: http://quantconnect.com/data
AddEquity("SPY", Resolution.Daily);
// Creates a Rolling Window indicator to keep the 2 TradeBar
_window = new RollingWindow(2); // For other security types, use QuoteBar
// Creates an indicator and adds to a rolling window when it is updated
var sma = SMA("SPY", 5);
sma.Updated += (sender, updated) => _smaWin.Add(updated);
_smaWin = new RollingWindow(5);
}
///
/// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.
///
/// Slice object keyed by symbol containing the stock data
public override void OnData(Slice slice)
{
// Add SPY TradeBar in rollling window
_window.Add(slice["SPY"]);
// Wait for windows to be ready.
if (!_window.IsReady || !_smaWin.IsReady) return;
var currBar = _window[0]; // Current bar had index zero.
var pastBar = _window[1]; // Past bar has index one.
Log($"Price: {pastBar.Time} -> {pastBar.Close} ... {currBar.Time} -> {currBar.Close}");
var currSma = _smaWin[0]; // Current SMA had index zero.
var pastSma = _smaWin[_smaWin.Count - 1]; // Oldest SMA has index of window count minus 1.
Log($"SMA: {pastSma.Time} -> {pastSma.Value} ... {currSma.Time} -> {currSma.Value}");
if (!Portfolio.Invested && currSma > pastSma)
{
SetHoldings("SPY", 1);
}
}
}
}