/*
* 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.Collections.Generic;
using System.Linq;
using QuantConnect.Data;
using QuantConnect.Data.Market;
using QuantConnect.Interfaces;
using QuantConnect.Securities;
namespace QuantConnect.Algorithm.CSharp
{
///
/// Algorithm simply fetch one-day history prior current time.
///
public class DailyHistoryForDailyResolutionRegressionAlgorithm : QCAlgorithm, IRegressionAlgorithmDefinition
{
private Symbol[] _symbols = {
QuantConnect.Symbol.Create("GBPUSD", SecurityType.Forex, market: Market.FXCM),
QuantConnect.Symbol.Create("EURUSD", SecurityType.Forex, market: Market.Oanda),
QuantConnect.Symbol.Create("AAPL", SecurityType.Equity, market: Market.USA),
QuantConnect.Symbol.Create("BTCUSD", SecurityType.Crypto, market: Market.GDAX),
QuantConnect.Symbol.Create("XAUUSD", SecurityType.Cfd, market: Market.Oanda)
};
private HashSet _received = new HashSet();
public override void Initialize()
{
SetStartDate(2018, 3, 26);
SetEndDate(2018, 4, 10);
foreach (var symbol in _symbols)
{
AddSecurity(symbol, Resolution.Daily);
}
}
public override void OnData(Slice slice)
{
using (var enumerator = slice.GetEnumerator())
{
while (enumerator.MoveNext())
{
var current = enumerator.Current;
var symbol = current.Key;
_received.Add(symbol);
List history;
if (current.Value.DataType == MarketDataType.QuoteBar)
{
history = History(1, Resolution.Daily).Get(symbol).Cast().ToList();
}
else
{
history = History(1, Resolution.Daily).Get(symbol).Cast().ToList();
}
if (!history.Any()) throw new RegressionTestException($"No {symbol} data on the eve of {Time} {Time.DayOfWeek}");
}
}
}
public override void OnEndOfAlgorithm()
{
if (_received.Count != _symbols.Length)
{
throw new RegressionTestException($"Data for symbols {string.Join(",", _symbols.Except(_received))} were not received");
}
}
///
/// This is used by the regression test system to indicate if the open source Lean repository has the required data to run this algorithm.
///
public bool CanRunLocally { get; } = true;
///
/// This is used by the regression test system to indicate which languages this algorithm is written in.
///
public List Languages { get; } = new() { Language.CSharp };
///
/// Data Points count of all timeslices of algorithm
///
public long DataPoints => 179;
///
/// Data Points count of the algorithm history
///
public int AlgorithmHistoryDataPoints => 564;
///
/// Final status of the algorithm
///
public AlgorithmStatus AlgorithmStatus => AlgorithmStatus.Completed;
///
/// This is used by the regression test system to indicate what the expected statistics are from running the algorithm
///
public Dictionary ExpectedStatistics => new Dictionary
{
{"Total Orders", "0"},
{"Average Win", "0%"},
{"Average Loss", "0%"},
{"Compounding Annual Return", "0%"},
{"Drawdown", "0%"},
{"Expectancy", "0"},
{"Start Equity", "100000.00"},
{"End Equity", "100000"},
{"Net Profit", "0%"},
{"Sharpe Ratio", "0"},
{"Sortino Ratio", "0"},
{"Probabilistic Sharpe Ratio", "0%"},
{"Loss Rate", "0%"},
{"Win Rate", "0%"},
{"Profit-Loss Ratio", "0"},
{"Alpha", "0"},
{"Beta", "0"},
{"Annual Standard Deviation", "0"},
{"Annual Variance", "0"},
{"Information Ratio", "-0.101"},
{"Tracking Error", "0.185"},
{"Treynor Ratio", "0"},
{"Total Fees", "$0.00"},
{"Estimated Strategy Capacity", "$0"},
{"Lowest Capacity Asset", ""},
{"Portfolio Turnover", "0%"},
{"Drawdown Recovery", "0"},
{"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"}
};
}
}