/*
* 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.Custom.Tiingo;
using QuantConnect.Indicators;
namespace QuantConnect.Algorithm.CSharp
{
///
/// This example algorithm shows how to import and use Tiingo daily prices data.
///
///
///
///
///
public class TiingoPriceAlgorithm : QCAlgorithm
{
private const string Ticker = "AAPL";
private Symbol _symbol;
private ExponentialMovingAverage _emaFast;
private ExponentialMovingAverage _emaSlow;
///
/// 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(2017, 1, 1);
SetEndDate(2017, 12, 31);
SetCash(100000);
// Set your Tiingo API Token here
Tiingo.SetAuthCode("my-tiingo-api-token");
_symbol = AddData(Ticker, Resolution.Daily).Symbol;
_emaFast = EMA(_symbol, 5);
_emaSlow = EMA(_symbol, 10);
}
///
/// 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)
{
// Extract Tiingo data from the slice
var tiingoData = slice.Get();
foreach (var row in tiingoData.Values)
{
Log($"{Time} - {row.Symbol.Value} - {row.Close} {row.Value} {row.Price} - EmaFast:{_emaFast} - EmaSlow:{_emaSlow}");
}
// Simple EMA cross
if (!Portfolio.Invested && _emaFast > _emaSlow)
{
SetHoldings(_symbol, 1);
}
else if (Portfolio.Invested && _emaFast < _emaSlow)
{
Liquidate(_symbol);
}
}
}
}