Files
quantconnect--lean/Algorithm.Python/OptionModelsConsistencyRegressionAlgorithm.py
T
2026-07-13 13:02:50 +08:00

69 lines
2.7 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>
### Algorithm asserting that when setting custom models for canonical securities, a one-time warning is sent
### informing the user that the contracts models are different (not the custom ones).
### </summary>
class OptionModelsConsistencyRegressionAlgorithm(QCAlgorithm):
def initialize(self) -> None:
security = self.initialize_algorithm()
self.set_models(security)
# Using a custom security initializer derived from BrokerageModelSecurityInitializer
# to check that the models are correctly set in the security even when the
# security initializer is derived from said class in Python
self.set_security_initializer(CustomSecurityInitializer(self.brokerage_model, SecuritySeeder.NULL))
self.set_benchmark(lambda x: 0)
def initialize_algorithm(self) -> Security:
self.set_start_date(2015, 12, 24)
self.set_end_date(2015, 12, 24)
equity = self.add_equity("GOOG", leverage=4)
option = self.add_option(equity.symbol)
option.set_filter(lambda u: u.strikes(-2, +2).expiration(0, 180))
return option
def set_models(self, security: Security) -> None:
security.set_fill_model(CustomFillModel())
security.set_fee_model(CustomFeeModel())
security.set_buying_power_model(CustomBuyingPowerModel())
security.set_slippage_model(CustomSlippageModel())
security.set_volatility_model(CustomVolatilityModel())
class CustomSecurityInitializer(BrokerageModelSecurityInitializer):
def __init__(self, brokerage_model: IBrokerageModel, security_seeder: ISecuritySeeder):
super().__init__(brokerage_model, security_seeder)
class CustomFillModel(FillModel):
pass
class CustomFeeModel(FeeModel):
pass
class CustomBuyingPowerModel(BuyingPowerModel):
pass
class CustomSlippageModel(ConstantSlippageModel):
def __init__(self):
super().__init__(0)
class CustomVolatilityModel(BaseVolatilityModel):
pass