### 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 we can specify a custom Shortable Provider### </summary>class CustomShortableProviderRegressionAlgorithm(QCAlgorithm):def initialize(self) -> None:self.set_cash(10000000)self.set_start_date(2013,10,4)self.set_end_date(2013,10,6)self._spy = self.add_security(SecurityType.EQUITY, "SPY", Resolution.DAILY)self._spy.set_shortable_provider(CustomShortableProvider())def on_data(self, data: Slice) -> None:spy_shortable_quantity = self._spy.shortable_provider.shortable_quantity(self._spy.symbol, self.time)if spy_shortable_quantity and spy_shortable_quantity > 1000:self._order_id = self.sell("SPY", int(spy_shortable_quantity)).order_iddef on_end_of_algorithm(self) -> None:transactions = self.transactions.orders_countif transactions != 1:raise AssertionError("Algorithm should have just 1 order, but was " + str(transactions))order_quantity = self.transactions.get_order_by_id(self._order_id).quantityif order_quantity != -1001:raise AssertionError(f"Quantity of order {self._order_id} should be -1001 but was {order_quantity}")fee_rate = self._spy.shortable_provider.fee_rate(self._spy.symbol, self.time)if fee_rate != 0.0025:raise AssertionError(f"Fee rate should be 0.0025, but was {fee_rate}")rebate_rate = self._spy.shortable_provider.rebate_rate(self._spy.symbol, self.time)if rebate_rate != 0.0507:raise AssertionError(f"Rebate rate should be 0.0507, but was {rebate_rate}")class CustomShortableProvider(NullShortableProvider):def fee_rate(self, symbol: Symbol, local_time: datetime) -> float:return 0.0025def rebate_rate(self, symbol: Symbol, local_time: datetime) -> float:return 0.0507def shortable_quantity(self, symbol: Symbol, local_time: datetime) -> int:if local_time < datetime(2013,10,4,16,0,0):return 10return 1001
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