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quantconnect--lean/Algorithm.Python/Benchmarks/SmartInsiderEventBenchmarkAlgorithm.py
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Martin-Molinero 03f56481d4
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Refactor python algorithm import (#5657)
* Python research import improvements

- Improve start.py for research env
- Remove unrequired imports

* Centralize algorithm imports

* Add regression test GH action

* Unit test python import clean up

* Join research and main imports

* More python import clean up

* Fix failing skipped regression algorithm
2021-06-15 19:06:06 -03:00

52 lines
2.4 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 AlgorithmImports import *
from QuantConnect.Data.Custom.SmartInsider import *
class SmartInsiderEventBenchmarkAlgorithm(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(2010, 1, 1)
self.SetEndDate(2019, 1, 1)
tickers = {"AAPL", "AMZN", "MSFT", "IBM", "FB", "QQQ", "IWM", "BAC", "BNO", "AIG", "UW", "WM" }
self.securities = []
self.customSymbols = []
for ticker in tickers:
security = self.AddEquity(ticker, Resolution.Hour)
self.securities.append(security)
intetion = self.AddData(SmartInsiderIntention, security.Symbol, Resolution.Daily)
transaction = self.AddData(SmartInsiderTransaction, security.Symbol, Resolution.Daily)
self.customSymbols.append(intetion.Symbol)
self.customSymbols.append(transaction.Symbol)
self.Schedule.On(self.DateRules.EveryDay(), self.TimeRules.At(16, 0), self.DailyRebalance)
def OnData(self, slice):
intentions = slice.Get(SmartInsiderIntention)
transactions = slice.Get(SmartInsiderTransaction)
def DailyRebalance(self):
history = self.History(self.customSymbols, timedelta(5))
historySymbolCount = len(history.index)
for security in self.securities:
intention = security.Data.Get(SmartInsiderIntention)
transaction = security.Data.Get(SmartInsiderTransaction)
if not security.HoldStock and intention != None and transaction != None:
self.SetHoldings(security.Symbol, 1 / len(self.securities))