61 lines
2.4 KiB
Python
61 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 *
|
|
|
|
### <summary>
|
|
### This algorithm shows some of the various helper methods available when defining universes
|
|
### </summary>
|
|
### <meta name="tag" content="using data" />
|
|
### <meta name="tag" content="universes" />
|
|
### <meta name="tag" content="coarse universes" />
|
|
class UniverseSelectionDefinitionsAlgorithm(QCAlgorithm):
|
|
|
|
def initialize(self):
|
|
# subscriptions added via universe selection will have this resolution
|
|
self.universe_settings.resolution = Resolution.DAILY
|
|
|
|
self.set_start_date(2014,3,24) # Set Start Date
|
|
self.set_end_date(2014,3,28) # Set End Date
|
|
self.set_cash(100000) # Set Strategy Cash
|
|
|
|
# add universe for the top 3 stocks by dollar volume
|
|
self.add_universe(self.universe.top(3))
|
|
|
|
self.changes = None
|
|
self.on_securities_changed_was_called = False
|
|
|
|
def on_data(self, data):
|
|
if self.changes is None: return
|
|
|
|
# liquidate securities that fell out of our universe
|
|
for security in self.changes.removed_securities:
|
|
if security.invested:
|
|
self.liquidate(security.symbol)
|
|
|
|
# invest in securities just added to our universe
|
|
for security in self.changes.added_securities:
|
|
if not security.invested:
|
|
self.market_order(security.symbol, 10)
|
|
|
|
self.changes = None
|
|
|
|
# this event fires whenever we have changes to our universe
|
|
def on_securities_changed(self, changes):
|
|
self.changes = changes
|
|
self.on_securities_changed_was_called = True
|
|
|
|
def on_end_of_algorithm(self):
|
|
if not self.on_securities_changed_was_called:
|
|
raise AssertionError("OnSecuritiesChanged() method was never called!")
|