/*
* 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 NodaTime;
using QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Data.UniverseSelection;
using QuantConnect.Lean.Engine.DataFeeds;
using QuantConnect.Securities;
using System;
using System.Collections.Generic;
using System.Linq;
using HistoryRequest = QuantConnect.Data.HistoryRequest;
namespace QuantConnect.Lean.Engine.HistoricalData
{
///
/// Implements a History provider that always return a IEnumerable of Slice with prices following a sine function
///
public class SineHistoryProvider : HistoryProviderBase
{
private readonly SecurityChanges _securityChanges = SecurityChanges.None;
private readonly SecurityManager _securities;
///
/// Gets the total number of data points emitted by this history provider
///
public override int DataPointCount => 0;
///
/// Initializes a new instance of the class
///
/// Collection of securities that a history request can return
public SineHistoryProvider(SecurityManager securities)
{
_securities = securities;
}
///
/// Initializes this history provider to work for the specified job
///
/// The initialization parameters
public override void Initialize(HistoryProviderInitializeParameters parameters)
{
}
///
/// Gets the history for the requested securities
///
/// The historical data requests
/// The time zone used when time stamping the slice instances
/// An enumerable of the slices of data covering the span specified in each request
public override IEnumerable GetHistory(IEnumerable requests, DateTimeZone sliceTimeZone)
{
var configsByDateTime = GetSubscriptionDataConfigByDateTime(requests);
var count = configsByDateTime.Count;
var i = 0;
var timeSliceFactory = new TimeSliceFactory(sliceTimeZone);
foreach (var kvp in configsByDateTime)
{
var utcDateTime = kvp.Key;
var configs = kvp.Value;
var last = Convert.ToDecimal(100 + 10 * Math.Sin(Math.PI * (360 - count + i) / 180.0));
var high = last * 1.005m;
var low = last / 1.005m;
var packets = new List();
foreach (var config in configs)
{
Security security;
if (!_securities.TryGetValue(config.Symbol, out security))
{
continue;
}
var period = config.Resolution.ToTimeSpan();
var time = (utcDateTime - period).ConvertFromUtc(config.DataTimeZone);
var data = new TradeBar(time, config.Symbol, last, high, last, last, 1000, period);
security.SetMarketPrice(data);
packets.Add(new DataFeedPacket(security, config, new List { data }));
}
i++;
yield return timeSliceFactory.Create(utcDateTime, packets, _securityChanges, new Dictionary()).Slice;
}
}
private Dictionary> GetSubscriptionDataConfigByDateTime(
IEnumerable requests)
{
var dictionary = new Dictionary>();
var barSize = requests.Select(x => x.Resolution.ToTimeSpan()).Min();
var startUtc = requests.Min(x => x.StartTimeUtc);
var endUtc = requests.Max(x => x.EndTimeUtc);
for (var utcDateTime = startUtc; utcDateTime < endUtc; utcDateTime += barSize)
{
var subscriptionDataConfig = new List();
foreach (var request in requests)
{
var exchange = request.ExchangeHours;
var extendedMarket = request.IncludeExtendedMarketHours;
var localDateTime = utcDateTime.ConvertFromUtc(exchange.TimeZone);
if (!exchange.IsOpen(localDateTime, extendedMarket))
{
continue;
}
var config = request.ToSubscriptionDataConfig();
subscriptionDataConfig.Add(config);
}
if (subscriptionDataConfig.Count > 0)
{
dictionary.Add(utcDateTime.Add(barSize), subscriptionDataConfig);
}
}
return dictionary;
}
}
}