| Overall Statistics |
|
Total Trades 1 Average Win 0% Average Loss 0% Compounding Annual Return -1.792% Drawdown 87.200% Expectancy 0 Net Profit 0% Sharpe Ratio 0.447 Loss Rate 0% Win Rate 0% Profit-Loss Ratio 0 Alpha 0.428 Beta 0.089 Annual Standard Deviation 0.965 Annual Variance 0.931 Information Ratio 0.407 Tracking Error 0.978 Treynor Ratio 4.816 Total Fees $0.00 |
using System;
using System.Collections;
using System.Collections.Generic;
using QuantConnect.Securities;
using QuantConnect.Models;
using System.Globalization;
namespace QuantConnect {
/*
* QuantConnect University: Generic GOOGLE Data Importer:
*
* Import Google data using only a symbol. Be sure to confirm google has the
* data you're requesting.
*/
public class Google : BaseData
{
public decimal Open = 0;
public decimal High = 0;
public decimal Low = 0;
public decimal Close = 0;
public decimal AdjustedClose = 0;
public decimal Volume = 0;
public Google()
{
}
/// <summary>
/// Return the URL external source for the data: QuantConnect will download it an read it line by line automatically:
/// </summary>
public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLive)
{
var startDate = new DateTime(2000, 1, 1).ToString("yyyy-MM-dd");
var endDate = DateTime.Now.ToString("yyyy-MM-dd");
//QUANDL WRAPPER ON Google FINANCE API TO SORT DATA:
//https://www.quandl.com/api/v1/datasets/GOOG/NYSE_TKC.csv?trim_start=2000-01-01&trim_end=2014-12-03&sort_order=asc
return new SubscriptionDataSource("https://www.quandl.com/api/v1/datasets/GOOG/" + config.Symbol + ".csv?trim_start=" + startDate + "&trim_end=" + endDate + "&sort_order=asc&exclude_headers=true", SubscriptionTransportMedium.RemoteFile);
}
/// <summary>
/// Convert each line of the file above into an object.
/// </summary>
public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLive)
{
Google gBar = new Google();
try
{
string[] data = line.Split(',');
//Required.
gBar.Symbol = config.Symbol;
gBar.Time = DateTime.ParseExact(data[0], "yyyy-MM-dd", CultureInfo.InvariantCulture);
//User configured / optional data on each bar:
gBar.Open = Convert.ToDecimal(data[1]);
gBar.High = Convert.ToDecimal(data[2]);
gBar.Low = Convert.ToDecimal(data[3]);
gBar.Close = Convert.ToDecimal(data[4]);
gBar.Volume = Convert.ToDecimal(data[5]);
//This is the value the engine uses for portfolio calculations
gBar.Value = gBar.Close;
}
catch {
}
return gBar;
}
}
}using System;
using System.Collections;
using System.Collections.Generic;
using QuantConnect.Securities;
using QuantConnect.Models;
namespace QuantConnect
{
/*
* QuantConnect University: Importing Custom Yahoo / Google Data:
*
* With the LEAN Engine you can import any data type. We attempt to make this
* easier by providing importer code for Yahoo and Google.
*
* Quandl.com is a library and API wrapper for many data sources which makes
* sorting and reading the data easier.
*/
public class CustomDataYahooQuandl : QCAlgorithm
{
//Initialize the data and resolution you require for your strategy:
/// <summary>
/// Setup the algorithm data, cash, job start end date etc:
/// </summary>
public override void Initialize()
{
SetStartDate(2000, 1, 1);
SetEndDate(DateTime.Now);
SetCash(25000);
//Quandl Indexes
AddData<Yahoo>("INDEX_SPY");
AddData<Yahoo>("INDEX_VIX");
//Google finance importing foreign markets sources
AddData<Google>("NYSE_TKC");
}
/// <summary>
/// Google Finance Daily Bars Event Handler:
/// </summary>
public void OnData(Google data)
{
// Google TKC Data Events Here:
}
/// <summary>
/// Yahoo Daily Bars Event Handler: Daily bars arrive here for processing.
/// </summary>
public void OnData(Yahoo data)
{
//Google/Quandl TKC Events here:
if (!Portfolio.Invested && data.Value > 0 && data.Symbol == "INDEX_VIX")
{
var quantity = (int) (Portfolio.Cash / data.Value);
Order("INDEX_VIX", quantity);
}
}
/// <summary>
/// QC-TradeBars Data Event Handler: Not used in this strategy:
/// </summary>
public void OnData(TradeBars data)
{
}
}
}using System.Globalization;
namespace QuantConnect {
/*
* QuantConnect University: Generic Yahoo Data Importer:
*
* Import Yahoo data using only a symbol. Be sure to confirm yahoo has the
* data you're requesting.
*/
public class Yahoo : BaseData
{
public decimal Open = 0;
public decimal High = 0;
public decimal Low = 0;
public decimal Close = 0;
public decimal AdjustedClose = 0;
public decimal Volume = 0;
public Yahoo()
{
this.Symbol = "";
}
/// <summary>
/// Return the URL external source for the data: QuantConnect will download it an read it line by line automatically:
/// </summary>
public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLive)
{
var startDate = new DateTime(2000, 1, 1).ToString("yyyy-MM-dd");
var endDate = DateTime.Now.ToString("yyyy-MM-dd");
//QUANDL WRAPPER ON YAHOO FINANCE API TO SORT DATA:
//https://www.quandl.com/api/v1/datasets/YAHOO/INDEX_SPY.csv?trim_start=2000-01-01&trim_end=2014-12-03&sort_order=asc
return new SubscriptionDataSource("https://www.quandl.com/api/v1/datasets/YAHOO/" + config.Symbol + ".csv?trim_start=" + startDate + "&trim_end=" + endDate + "&sort_order=asc&exclude_headers=true", SubscriptionTransportMedium.RemoteFile);
}
/// <summary>
/// Convert each line of the file above into an object.
/// </summary>
public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLive)
{
Yahoo yBar = new Yahoo();
try
{
string[] data = line.Split(',');
//Required.
yBar.Symbol = config.Symbol;
yBar.Time = DateTime.ParseExact(data[0], "yyyy-MM-dd", CultureInfo.InvariantCulture);
//User configured / optional data on each bar:
yBar.Open = Convert.ToDecimal(data[1]);
yBar.High = Convert.ToDecimal(data[2]);
yBar.Low = Convert.ToDecimal(data[3]);
yBar.Close = Convert.ToDecimal(data[4]);
yBar.Volume = Convert.ToDecimal(data[5]);
yBar.AdjustedClose = Convert.ToDecimal(data[6]);
//This is the value the engine uses for portfolio calculations
yBar.Value = yBar.AdjustedClose;
}
catch {
}
return yBar;
}
}
}