Files
quantconnect--lean/Algorithm.Python/ConstituentsUniverseRegressionAlgorithm.py
T
Martin Molinero e2c129a311 Improved version
- Renaming `PreSelected` to `Constituents`
- Adding base `ConstituentsUniverse`
- Adding Py and C# regression algorithm
- Fixing bug in `UniverseSelection`, it wasn't removing pending to be
removed securities unless the universe selection changed
- Adding test data
2019-11-20 17:16:44 -03:00

93 lines
4.5 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.Data.UniverseSelection import *
### <summary>
### Test algorithm using a 'ConstituentsUniverse' with test data
### </summary>
class ConstituentsUniverseRegressionAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2013, 10, 7) #Set Start Date
self.SetEndDate(2013, 10, 11) #Set End Date
self.SetCash(100000) #Set Strategy Cash
self._appl = Symbol.Create("AAPL", SecurityType.Equity, Market.USA)
self._spy = Symbol.Create("SPY", SecurityType.Equity, Market.USA)
self._qqq = Symbol.Create("QQQ", SecurityType.Equity, Market.USA)
self._fb = Symbol.Create("FB", SecurityType.Equity, Market.USA)
self._step = 0
self.UniverseSettings.Resolution = Resolution.Daily
self.AddUniverse(ConstituentsUniverse(
Symbol.Create("constituents-universe-qctest", SecurityType.Equity, Market.USA),
self.UniverseSettings))
def OnData(self, data):
self._step = self._step + 1
if self._step == 1:
if not data.ContainsKey(self._qqq) or not data.ContainsKey(self._appl):
raise ValueError("Unexpected symbols found, step: " + str(self._step))
if data.Count != 2:
raise ValueError("Unexpected data count, step: " + str(self._step))
# AAPL will be deselected by the ConstituentsUniverse
# but it shouldn't be removed since we hold it
self.SetHoldings(self._appl, 0.5)
elif self._step == 2:
if not data.ContainsKey(self._appl):
raise ValueError("Unexpected symbols found, step: " + str(self._step))
if data.Count != 1:
raise ValueError("Unexpected data count, step: " + str(self._step))
# AAPL should now be released
# note: takes one extra loop because the order is executed on market open
self.Liquidate()
elif self._step == 3:
if not data.ContainsKey(self._fb) or not data.ContainsKey(self._spy) or not data.ContainsKey(self._appl):
raise ValueError("Unexpected symbols found, step: " + str(self._step))
if data.Count != 3:
raise ValueError("Unexpected data count, step: " + str(self._step))
elif self._step == 4:
if not data.ContainsKey(self._fb) or not data.ContainsKey(self._spy):
raise ValueError("Unexpected symbols found, step: " + str(self._step))
if data.Count != 2:
raise ValueError("Unexpected data count, step: " + str(self._step))
elif self._step == 5:
if not data.ContainsKey(self._fb) or not data.ContainsKey(self._spy):
raise ValueError("Unexpected symbols found, step: " + str(self._step))
if data.Count != 2:
raise ValueError("Unexpected data count, step: " + str(self._step))
def OnEndOfAlgorithm(self):
if self._step != 5:
raise ValueError("Unexpected step count: " + str(self._step))
def OnSecuritiesChanged(self, changes):
for added in changes.AddedSecurities:
self.Log("AddedSecurities " + str(added))
for removed in changes.RemovedSecurities:
self.Log("RemovedSecurities " + str(removed) + str(self._step))
# we are currently notifying the removal of AAPl twice,
# when deselected and when finally removed (since it stayed pending)
if removed.Symbol == self._appl and self._step != 1 and self._step != 2 or removed.Symbol == self._qqq and self._step != 1:
raise ValueError("Unexpected removal step count: " + str(self._step))