Files
quantconnect--lean/Algorithm.Python/ETFConstituentUniverseCompositeDelistingRegressionAlgorithm.py
T
Gerardo Salazar a4d49c05ca
Regression Tests / build (push) Has been cancelled
Build & Test Lean / build (push) Has been cancelled
Adds ETF(...) to UniverseDefinitions (#5873)
* Adds ETF(...) to UniverseDefinitions

  * Adds ETF constituents universe framework regression algorithm
    for C#/Python

* Address review: adds test cases for ticker/Symbol ETF universe additions

  * Fixes bug where null Market would result in null dereference exception

* Address review: add missing Index tests

* Address review: don't hardcode market when creating constituent universe

  * Uses Brokerage Model's default markets collection to determine
    the market for the given security type

* Address review: restore QC500 and DollarVolume.Top(...)

  * Restores algorithms related to both helper universe
    definition methods

* Address review: remove copy to output directory for python algos

* Add example algorithms for ETF constituent universes using custom RSI alpha model

* Address review: adjust algorithm to use cache + algo RSI & clean up code

* Address review: make ETF Constituent RSI Alpha Model algo a regression test

* Address review: increase trade count and remove single trade logic
2021-08-25 11:22:31 -03:00

69 lines
3.3 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 *
### <summary>
### Tests the delisting of the composite Symbol (ETF symbol) and the removal of
### the universe and the symbol from the algorithm.
### </summary>
class ETFConstituentUniverseCompositeDelistingRegressionAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2020, 12, 1)
self.SetEndDate(2021, 1, 31)
self.SetCash(100000)
self.universeSymbolCount = 0
self.universeAdded = False
self.universeRemoved = False
self.UniverseSettings.Resolution = Resolution.Hour
self.delistingDate = date(2021, 1, 21)
self.aapl = self.AddEquity("AAPL", Resolution.Hour).Symbol
self.gdvd = self.AddEquity("GDVD", Resolution.Hour).Symbol
self.AddUniverse(self.Universe.ETF(self.gdvd, self.UniverseSettings, self.FilterETFs))
def FilterETFs(self, constituents):
if self.UtcTime.date() > self.delistingDate:
raise Exception(f"Performing constituent universe selection on {self.UtcTime.strftime('%Y-%m-%d %H:%M:%S.%f')} after composite ETF has been delisted")
constituentSymbols = [i.Symbol for i in constituents]
self.universeSymbolCount = len(constituentSymbols)
return constituentSymbols
def OnData(self, data):
if self.UtcTime.date() > self.delistingDate and any([i != self.aapl for i in data.Keys]):
raise Exception("Received unexpected slice in OnData(...) after universe was deselected")
if not self.Portfolio.Invested:
self.SetHoldings(self.aapl, 0.5)
def OnSecuritiesChanged(self, changes):
if len(changes.AddedSecurities) != 0 and self.UtcTime.date() > self.delistingDate:
raise Exception("New securities added after ETF constituents were delisted")
self.universeAdded = self.universeAdded or len(changes.AddedSecurities) >= self.universeSymbolCount
# Subtract 1 from universe Symbol count for AAPL, since it was manually added to the algorithm
self.universeRemoved = self.universeRemoved or (len(changes.RemovedSecurities) == self.universeSymbolCount - 1 and self.UtcTime.date() >= self.delistingDate and self.UtcTime.date() < self.EndDate.date())
def OnEndOfAlgorithm(self):
if not self.universeAdded:
raise Exception("ETF constituent universe was never added to the algorithm")
if not self.universeRemoved:
raise Exception("ETF constituent universe was not removed from the algorithm after delisting")
if len(self.ActiveSecurities) > 2:
raise Exception(f"Expected less than 2 securities after algorithm ended, found {len(self.Securities)}")