Files
quantconnect--lean/Algorithm.Python/AltData/SmartInsiderTransactionAlgorithm.py
T
2019-10-04 17:10:01 -07:00

57 lines
2.2 KiB
Python

# 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.Algorithm.Framework.Selection import *
from QuantConnect.Data import *
from QuantConnect.Data.Custom.SmartInsider import *
from QuantConnect.Data.UniverseSelection import *
class SmartInsiderTransactionAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2019, 3, 1)
self.SetEndDate(2019, 8, 30)
self.SetCash(1000000)
self.AddUniverseSelection(CoarseFundamentalUniverseSelectionModel(self.CoarseUniverse))
def CoarseUniverse(self, coarse):
symbols = [i.Symbol for i in coarse if i.HasFundamentalData and i.DollarVolume > 50000000][:10]
for symbol in symbols:
self.AddData(SmartInsiderTransaction, symbol)
return symbols
def OnData(self, data):
# Get all SmartInsider data available
transactions = data.Get(SmartInsiderTransaction)
# Loop over all the insider transactions
for transaction in transactions.Values:
if transaction.VolumePercentage is None or transaction.BuybackType is None:
continue
# Using the SmartInsider transaction information, buy when company does a stock buyback
if transaction.BuybackType == "Transaction" and transaction.VolumePercentage > 5:
self.SetHoldings(transaction.Symbol.Underlying, transaction.VolumePercentage / 100)