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RegalyticsRegulatoryArticlesDataAlgorithm.cs
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71 lines (64 loc) · 2.63 KB
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/*
* 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.Linq;
using QuantConnect.Algorithm;
using QuantConnect.Data;
using QuantConnect.DataSource;
using QuantConnect.Util;
namespace QuantConnect.DataLibrary.Tests
{
public class RegalyticsDataAlgorithm : QCAlgorithm
{
private readonly string[] _negativeSentimentPhrases = new [] {"emergency rule", "proposed rule change", "development of rulemaking"};
private Symbol _symbol;
private Symbol _regalyticsSymbol;
public override void Initialize()
{
SetStartDate(2022, 7, 10);
SetEndDate(2022, 7, 15);
SetCash(100000);
_symbol = AddEquity("SPY", Resolution.Daily).Symbol;
// Requesting data
_regalyticsSymbol = AddData<RegalyticsRegulatoryArticles>("REG").Symbol;
// Historical data
var history = History<RegalyticsRegulatoryArticles>(_regalyticsSymbol, 7, Resolution.Daily);
Debug($"We got {history.Count()} items from our history request");
}
public override void OnData(Slice slice)
{
var data = slice.Get<RegalyticsRegulatoryArticles>();
if (!data.IsNullOrEmpty())
{
foreach (var articles in data.Values)
{
Log($"{Time} {articles.ToString()}");
foreach (RegalyticsRegulatoryArticle article in articles)
{
// based on the custom data property we will buy or short the underlying equity
if (_negativeSentimentPhrases.Any(p => article.Title.ToLower().Contains(p)))
{
SetHoldings(_symbol, -1);
}
else
{
SetHoldings(_symbol, 1);
}
}
}
}
}
}
}