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UniverseSelectionRegressionAlgorithm.py 3.52 KB
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# 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.Core")
AddReference("QuantConnect.Common")
AddReference("QuantConnect.Algorithm")
from System import *
from QuantConnect import *
from QuantConnect.Algorithm import *
from QuantConnect.Orders import *
from QuantConnect.Data.UniverseSelection import *
from datetime import datetime
### <summary>
### Universe Selection regression algorithm simulates an edge case. In one week, Google listed two new symbols, delisted one of them and changed tickers.
### </summary>
### <meta name="tag" content="regression test" />
class UniverseSelectionRegressionAlgorithm(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2014,3,22) #Set Start Date
self.SetEndDate(2014,4,7) #Set End Date
self.SetCash(100000) #Set Strategy Cash
# Find more symbols here: http://quantconnect.com/data
# security that exists with no mappings
self.AddEquity("SPY", Resolution.Daily)
# security that doesn't exist until half way in backtest (comes in as GOOCV)
self.AddEquity("GOOG", Resolution.Daily)
self.UniverseSettings.Resolution = Resolution.Daily
self.AddUniverse(self.CoarseSelectionFunction)
self.delistedSymbols = []
self.changes = None
def CoarseSelectionFunction(self, coarse):
return [ c.Symbol for c in coarse if c.Symbol.Value == "GOOG" or c.Symbol.Value == "GOOCV" or c.Symbol.Value == "GOOAV" or c.Symbol.Value == "GOOGL" ]
def OnData(self, data):
if self.Transactions.OrdersCount == 0:
self.MarketOrder("SPY", 100)
for kvp in data.Delistings:
self.delistedSymbols.append(kvp.Key)
if self.changes is None:
return
if not all(data.Bars.ContainsKey(x.Symbol) for x in self.changes.AddedSecurities):
return
for security in self.changes.AddedSecurities:
self.Log("{0}: Added Security: {1}".format(self.Time, security.Symbol))
self.MarketOnOpenOrder(security.Symbol, 100)
for security in self.changes.RemovedSecurities:
self.Log("{0}: Removed Security: {1}".format(self.Time, security.Symbol))
if security.Symbol not in self.delistedSymbols:
self.Log("Not in delisted: {0}:".format(security.Symbol))
self.MarketOnOpenOrder(security.Symbol, -100)
self.changes = None
def OnSecuritiesChanged(self, changes):
self.changes = changes
def OnOrderEvent(self, orderEvent):
if orderEvent.Status == OrderStatus.Submitted:
self.Log("{0}: Submitted: {1}".format(self.Time, self.Transactions.GetOrderById(orderEvent.OrderId)))
if orderEvent.Status == OrderStatus.Filled:
self.Log("{0}: Filled: {1}".format(self.Time, self.Transactions.GetOrderById(orderEvent.OrderId)))
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