# 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") AddReference("QuantConnect.Algorithm") AddReference("QuantConnect.Common") from System import * from QuantConnect import * from QuantConnect.Algorithm import * from QuantConnect.Data.Custom import USEnergyInformation from QuantConnect.Data.Custom.Tiingo import * ### ### This example algorithm shows how to import and use Tiingo daily prices data. ### ### ### ### ### class USEnergyInformationAdministrationAlgorithm(QCAlgorithm): def Initialize(self): # Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized. self.SetStartDate(2017, 1, 1) self.SetEndDate(2017, 12, 31) self.SetCash(100000) # Set your Tiingo API Token here Tiingo.SetAuthCode("my-tiingo-api-token") # Set your US Energy Information Administration (EIA) API Token here USEnergyInformation.SetAuthCode("my-us-energy-information-api-token") self.tiingoTicker = "AAPL" self.energyTicker = "NUC_STATUS.OUT.US.D" self.tiingoSymbol = self.AddData(TiingoDailyData, self.tiingoTicker, Resolution.Daily).Symbol self.energySymbol = self.AddData(USEnergyInformation, self.energyTicker).Symbol self.emaFast = self.EMA(self.tiingoSymbol, 5) self.emaSlow = self.EMA(self.tiingoSymbol, 10) def OnData(self, slice): # OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here. if (not slice.ContainsKey(self.tiingoTicker)) or (not slice.ContainsKey(self.energyTicker)): return # Extract Tiingo data from the slice tiingoRow = slice[self.tiingoTicker] energyRow = slice[self.energyTicker] self.Log(f"{self.Time} - {tiingoRow.Symbol.Value} - {tiingoRow.Close} {tiingoRow.Value} {tiingoRow.Price} - EmaFast:{self.emaFast} - EmaSlow:{self.emaSlow}") self.Log(f"{self.Time} - {energyRow.Symbol.Value} - {energyRow.Value}") # Simple EMA cross if not self.Portfolio.Invested and self.emaFast > self.emaSlow: self.SetHoldings(self.tiingoSymbol, 1) elif self.Portfolio.Invested and self.emaFast < self.emaSlow: self.Liquidate(self.tiingoSymbol)