/*
* 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.Collections.Generic;
using System.Linq;
using QuantConnect.Algorithm.Framework.Selection;
using QuantConnect.Data;
using QuantConnect.Data.Custom.SEC;
using QuantConnect.Data.UniverseSelection;
namespace QuantConnect.Algorithm.CSharp
{
public class SECReport8KAlgorithm : QCAlgorithm
{
///
/// 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(2019, 1, 1);
SetEndDate(2019, 8, 21);
SetCash(100000);
UniverseSettings.Resolution = Resolution.Minute;
AddUniverseSelection(new CoarseFundamentalUniverseSelectionModel(CoarseSelector));
// Request underlying equity data.
var ibm = AddEquity("IBM", Resolution.Minute).Symbol;
// Add SEC report 10-Q data for the underlying IBM asset
var earningsFiling = AddData(ibm, Resolution.Daily).Symbol;
// Request 120 days of history with the SECReport10Q IBM custom data Symbol.
var history = History(earningsFiling, 120, Resolution.Daily);
// Count the number of items we get from our history request
Debug($"We got {history.Count()} items from our history request");
}
public IEnumerable CoarseSelector(IEnumerable coarse)
{
// Add SEC data from the filtered coarse selection
var symbols = coarse.Where(x => x.HasFundamentalData && x.DollarVolume > 50000000)
.Select(x => x.Symbol)
.Take(10);
foreach (var symbol in symbols)
{
AddData(symbol);
}
return symbols;
}
public override void OnData(Slice data)
{
// Store the symbols we want to long in a list
// so that we can have an equal-weighted portfolio
var longEquitySymbols = new List();
// Get all SEC data and loop over it
foreach (var report in data.Get().Values)
{
// Get the length of all contents contained within the report
var reportTextLength = report.Report.Documents.Select(x => x.Text.Length).Sum();
if (reportTextLength > 20000)
{
longEquitySymbols.Add(report.Symbol.Underlying);
}
}
foreach (var equitySymbol in longEquitySymbols)
{
SetHoldings(equitySymbol, 1m / longEquitySymbols.Count);
}
}
public override void OnSecuritiesChanged(SecurityChanges changes)
{
foreach (var r in changes.RemovedSecurities)
{
// If removed from the universe, liquidate and remove the custom data from the algorithm
Liquidate(r.Symbol);
RemoveSecurity(QuantConnect.Symbol.CreateBase(typeof(SECReport8K), r.Symbol, Market.USA));
}
}
}
}