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UniverseSelectedRegressionAlgorithm.py 2.17 KB
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Ashutosh 提交于 2024-04-19 02:14 +08:00 . pep8 conversion of python algos (#7942)
# 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>
### Regression algorithm asserting the behavior of Universe.SELECTED collection
### </summary>
class UniverseSelectedRegressionAlgorithm(QCAlgorithm):
def initialize(self):
self.set_start_date(2014, 3, 25)
self.set_end_date(2014, 3, 27)
self.universe_settings.resolution = Resolution.DAILY
self._universe = self.add_universe(self.selection_function)
self.selection_count = 0
def selection_function(self, fundamentals):
sorted_by_dollar_volume = sorted(fundamentals, key=lambda x: x.dollar_volume, reverse=True)
sorted_by_dollar_volume = sorted_by_dollar_volume[self.selection_count:]
self.selection_count = self.selection_count + 1
# return the symbol objects of the top entries from our sorted collection
return [ x.symbol for x in sorted_by_dollar_volume[:self.selection_count] ]
def on_data(self, data):
if Symbol.create("TSLA", SecurityType.EQUITY, Market.USA) in self._universe.selected:
raise ValueError(f"TSLA shouldn't of been selected")
self.buy(next(iter(self._universe.selected)), 1)
def on_end_of_algorithm(self):
if self.selection_count != 3:
raise ValueError(f"Unexpected selection count {self.selection_count}")
if self._universe.selected.count != 3 or self._universe.selected.count == self._universe.members.count:
raise ValueError(f"Unexpected universe selected count {self._universe.selected.count}")
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