/*
* 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.Linq;
using QuantConnect.Data;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Securities.Option;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Example demonstrating how to access to options history for a given underlying equity security.
///
///
///
///
///
public class BasicTemplateOptionsHistoryAlgorithm : QCAlgorithm
{
public override void Initialize()
{
// this test opens position in the first day of trading, lives through stock split (7 for 1), and closes adjusted position on the second day
SetStartDate(2015, 12, 24);
SetEndDate(2015, 12, 24);
SetCash(1000000);
var option = AddOption("GOOG");
// add the initial contract filter
option.SetFilter(-2, +2, TimeSpan.Zero, TimeSpan.FromDays(180));
// set the pricing model for Greeks and volatility
// find more pricing models https://www.quantconnect.com/lean/documentation/topic27704.html
option.PriceModel = OptionPriceModels.CrankNicolsonFD();
// set the warm-up period for the pricing model
SetWarmup(TimeSpan.FromDays(4));
// set the benchmark to be the initial cash
SetBenchmark(d => 1000000);
}
///
/// Event - v3.0 DATA EVENT HANDLER: (Pattern) Basic template for user to override for receiving all subscription data in a single event
///
/// The current slice of data keyed by symbol string
public override void OnData(Slice slice)
{
if (IsWarmingUp) return;
if (!Portfolio.Invested)
{
foreach (var chain in slice.OptionChains)
{
var underlying = Securities[chain.Key.Underlying];
foreach (var contract in chain.Value)
{
Log(String.Format(@"{0},Bid={1} Ask={2} Last={3} OI={4} σ={5:0.000} NPV={6:0.000} Δ={7:0.000} Γ={8:0.000} ν={9:0.000} ρ={10:0.00} Θ={11:0.00} IV={12:0.000}",
contract.Symbol.Value,
contract.BidPrice,
contract.AskPrice,
contract.LastPrice,
contract.OpenInterest,
underlying.VolatilityModel.Volatility,
contract.TheoreticalPrice,
contract.Greeks.Delta,
contract.Greeks.Gamma,
contract.Greeks.Vega,
contract.Greeks.Rho,
contract.Greeks.Theta / 365.0m,
contract.ImpliedVolatility));
}
}
}
}
public override void OnSecuritiesChanged(SecurityChanges changes)
{
foreach (var change in changes.AddedSecurities)
{
// Only print options price
if (change.Symbol.Value == "GOOG") continue;
var history = History(change.Symbol, 10, Resolution.Minute);
foreach (var data in history.OrderByDescending(x => x.Time).Take(3))
{
Log($"History: {data.Symbol.Value}: {data.Time} > {data.Close}");
}
}
}
}
}