/* * 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; using System.Collections.Generic; using QuantConnect.Securities; using System.Diagnostics; using Newtonsoft.Json; using QuantConnect.Data; using QuantConnect.Data.Market; namespace QuantConnect { // Name your algorithm class anything, as long as it inherits QCAlgorithm public class TestLiveAlgorithm : QCAlgorithm { //Initialize the data and resolution you require for your strategy: public override void Initialize() { var res = Resolution.Second; AddSecurity(SecurityType.Equity, "AAPL", res, fillDataForward: false, extendedMarketHours: false); AddSecurity(SecurityType.Equity, "YHOO", res, fillDataForward: false, extendedMarketHours: false); AddSecurity(SecurityType.Equity, "BQR", res, fillDataForward: true, extendedMarketHours: false); //AddSecurity(SecurityType.Equity, "GOOG", res, fillDataForward: false, extendedMarketHours: false); //AddSecurity(SecurityType.Equity, "TSLA", res, fillDataForward: false, extendedMarketHours: false); //AddData("BTC", res); } //Data Event Handler: New data arrives here. Upload Data "TradeBars" type is a dictionary of strings so you can access it by symbol. public void OnData(TradeBars data) { string display = ""; foreach (var bar in data.Values) { display += ">> " + bar.Symbol + ": " + bar.Value.ToString("C"); } Debug("ALGO>> OnData(TradeBar) >> " + Time.ToString() + " >> " + data.Count + " >> " + display); } //Bitcoin Handler: public void OnData(Bitcoin data) { Debug(Time.ToLongTimeString() + " >> ALGO >> OnData(BTC) >> BTC: " + data.Close); } /// /// Send the end of day event: /// public override void OnEndOfDay(string symbol) { Debug("ALGO>> OnEndOfDay() >> " + symbol); } } /// /// Custom Data Type: Bitcoin data from Quandl - http://www.quandl.com/help/api-for-bitcoin-data /// public class Bitcoin : BaseData { //Set the defaults: public decimal Open = 0; public decimal High = 0; public decimal Low = 0; public decimal Close = 0; public decimal VolumeBTC = 0; public decimal WeightedPrice = 0; /// /// Default Constructor Required. /// public Bitcoin() { this.Symbol = "BTC"; } /// /// Source URL's of Backtesting and Live Streams: /// public override string GetSource(SubscriptionDataConfig config, DateTime date, DataFeedEndpoint datafeed) { var source = ""; switch (datafeed) { //Historical backtesting data: case DataFeedEndpoint.Backtesting: source = "https://www.quandl.com/api/v3/datasets/BCHARTS/BITSTAMPUSD.csv?order=asc"; break; //Live socket for bitcoin prices: case DataFeedEndpoint.Tradier: case DataFeedEndpoint.LiveTrading: //Live refreshing endpoint. source = "https://www.bitstamp.net/api/ticker/"; break; } return source; } /// /// Clone the bitcoin object, required for live data. /// /// public override BaseData Clone() { Bitcoin coin = new Bitcoin(); coin.Close = this.Close; coin.High = this.High; coin.Low = this.Low; coin.Open = this.Open; coin.Symbol = this.Symbol; coin.Value = this.Close; coin.Time = this.Time; coin.VolumeBTC = this.VolumeBTC; coin.WeightedPrice = this.WeightedPrice; return coin; } /// /// Backtesting & Live Bitcoin Decoder: /// public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, DataFeedEndpoint datafeed) { Bitcoin coin = new Bitcoin(); switch (datafeed) { //Example Line Format: //Date Open High Low Close Volume (BTC) Volume (Currency) Weighted Price //2011-09-13 5.8 6.0 5.65 5.97 58.37138238, 346.0973893944 5.929230648356 case DataFeedEndpoint.Backtesting: try { string[] data = line.Split(','); coin.Time = DateTime.Parse(data[0], CultureInfo.InvariantCulture); coin.Open = Convert.ToDecimal(data[1], CultureInfo.InvariantCulture); coin.High = Convert.ToDecimal(data[2], CultureInfo.InvariantCulture); coin.Low = Convert.ToDecimal(data[3], CultureInfo.InvariantCulture); coin.Close = Convert.ToDecimal(data[4], CultureInfo.InvariantCulture); coin.VolumeBTC = Convert.ToDecimal(data[5]); coin.WeightedPrice = Convert.ToDecimal(data[7]); coin.Symbol = "BTC"; coin.Value = coin.Close; } catch { /* Do nothing, skip first title row */ } break; //Example Line Format: //{"high": "441.00", "last": "421.86", "timestamp": "1411606877", "bid": "421.96", "vwap": "428.58", "volume": "14120.40683975", "low": "418.83", "ask": "421.99"} case DataFeedEndpoint.Tradier: case DataFeedEndpoint.LiveTrading: try { var liveBTC = JsonConvert.DeserializeObject(line); coin.Time = DateTime.Now; coin.Open = liveBTC.Last; coin.High = liveBTC.High; coin.Low = liveBTC.Low; coin.Close = liveBTC.Last; coin.VolumeBTC = liveBTC.Volume; coin.WeightedPrice = liveBTC.VWAP; coin.Symbol = "BTC"; coin.Value = coin.Close; } catch { /* Do nothing, possible error in json decoding */ } break; } return coin; } } public class LiveBitcoin { public int Timestamp = 0; public decimal Last = 0; public decimal High = 0; public decimal Low = 0; public decimal Bid = 0; public decimal Ask = 0; public decimal VWAP = 0; public decimal Volume = 0; } }