# 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 * ### ### Universe Selection regression algorithm simulates an edge case. In one week, Google listed two new symbols, delisted one of them and changed tickers. ### ### class UniverseSelectionRegressionAlgorithm(QCAlgorithm): def initialize(self): self.set_start_date(2014,3,22) #Set Start Date self.set_end_date(2014,4,7) #Set End Date self.set_cash(100000) #Set Strategy Cash # Find more symbols here: http://quantconnect.com/data # security that exists with no mappings self.add_equity("SPY", Resolution.DAILY) # security that doesn't exist until half way in backtest (comes in as GOOCV) self.add_equity("GOOG", Resolution.DAILY) self.universe_settings.resolution = Resolution.DAILY self.add_universe(self.coarse_selection_function) self.delisted_symbols = [] self.changes = None def coarse_selection_function(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 on_data(self, data): if self.transactions.orders_count == 0: self.market_order("SPY", 100) for kvp in data.delistings: self.delisted_symbols.append(kvp.key) if self.changes is None: return if not all(data.bars.contains_key(x.symbol) for x in self.changes.added_securities): return for security in self.changes.added_securities: self.log("{0}: Added Security: {1}".format(self.time, security.symbol)) self.market_on_open_order(security.symbol, 100) for security in self.changes.removed_securities: self.log("{0}: Removed Security: {1}".format(self.time, security.symbol)) if security.symbol not in self.delisted_symbols: self.log("Not in delisted: {0}:".format(security.symbol)) self.market_on_open_order(security.symbol, -100) self.changes = None def on_securities_changed(self, changes): self.changes = changes def on_order_event(self, orderEvent): if orderEvent.status == OrderStatus.SUBMITTED: self.log("{0}: Submitted: {1}".format(self.time, self.transactions.get_order_by_id(orderEvent.order_id))) if orderEvent.status == OrderStatus.FILLED: self.log("{0}: Filled: {1}".format(self.time, self.transactions.get_order_by_id(orderEvent.order_id)))