# 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. from clr import AddReference AddReference("System.Core") AddReference("QuantConnect.Algorithm") AddReference("QuantConnect.Common") from System import * from System.Globalization import * from QuantConnect import * from QuantConnect.Algorithm import * from QuantConnect.Data import * from QuantConnect.Data.Market import * from QuantConnect.Python import PythonData import numpy as np from datetime import datetime import json ### ### Live Trading Functionality Demonstration algorithm including SMS, Email and Web hook notifications. ### ### ### ### ### ### ### class LiveTradingFeaturesAlgorithm(QCAlgorithm): ### Initialize the Algorithm and Prepare Required Data def Initialize(self): self.SetStartDate(2013, 10, 7) self.SetEndDate(2013, 10, 11) self.SetCash(25000) ##Equity Data for US Markets self.AddSecurity(SecurityType.Equity, 'IBM', Resolution.Second) ##FOREX Data for Weekends: 24/6 self.AddSecurity(SecurityType.Forex, 'EURUSD', Resolution.Minute) ##Custom/Bitcoin Live Data: 24/7 self.AddData(Bitcoin, 'BTC', Resolution.Second, TimeZones.Utc) ### New Bitcoin Data Event def OnData(Bitcoin, data): if self.LiveMode: self.SetRuntimeStatistic('BTC', str(data.Close)) if not self.Portfolio.HoldStock: self.MarketOrder('BTC', 100) ##Send a notification email/SMS/web request on events: self.Notify.Email("myemail@gmail.com", "Test", "Test Body", "test attachment") self.Notify.Sms("+11233456789", str(data.Time) + ">> Test message from live BTC server.") self.Notify.Web("http://api.quantconnect.com", str(data.Time) + ">> Test data packet posted from live BTC server.") ### Raises the data event def OnData(self, data): if (not self.Portfolio['IBM'].HoldStock) and data.ContainsKey('IBM'): quantity = int(np.floor(self.Portfolio.MarginRemaining / data['IBM'].Close)) self.MarketOrder('IBM',quantity) self.Debug('Purchased IBM on ' + str(self.Time.strftime("%m/%d/%Y"))) self.Notify.Email("myemail@gmail.com", "Test", "Test Body", "test attachment") ###Custom Data Type: Bitcoin data from Quandl - http://www.quandl.com/help/api-for-bitcoin-data class Bitcoin(PythonData): def GetSource(self, config, date, isLiveMode): if isLiveMode: return SubscriptionDataSource("https://www.bitstamp.net/api/ticker/", SubscriptionTransportMedium.Rest) return SubscriptionDataSource("https://www.quandl.com/api/v3/datasets/BCHARTS/BITSTAMPUSD.csv?order=asc", SubscriptionTransportMedium.RemoteFile) def Reader(self, config, line, date, isLiveMode): coin = Bitcoin() coin.Symbol = config.Symbol if isLiveMode: # 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"} try: liveBTC = json.loads(line) # If value is zero, return None value = liveBTC["last"] if value == 0: return None coin.Time = datetime.now() coin.Value = value coin["Open"] = float(liveBTC["open"]) coin["High"] = float(liveBTC["high"]) coin["Low"] = float(liveBTC["low"]) coin["Close"] = float(liveBTC["last"]) coin["Ask"] = float(liveBTC["ask"]) coin["Bid"] = float(liveBTC["bid"]) coin["VolumeBTC"] = float(liveBTC["volume"]) coin["WeightedPrice"] = float(liveBTC["vwap"]) return coin except ValueError: # Do nothing, possible error in json decoding return None # 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 if not (line.strip() and line[0].isdigit()): return None try: data = line.split(',') coin.Time = datetime.strptime(data[0], "%Y-%m-%d") coin.Value = float(data[4]) coin["Open"] = float(data[1]) coin["High"] = float(data[2]) coin["Low"] = float(data[3]) coin["Close"] = float(data[4]) coin["VolumeBTC"] = float(data[5]) coin["VolumeUSD"] = float(data[6]) coin["WeightedPrice"] = float(data[7]) return coin except ValueError: # Do nothing, possible error in json decoding return None