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BasicTemplateOptionsFrameworkAlgorithm.py 3.98 KB
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Louis Szeto 提交于 2024-04-18 06:28 +08:00 . pep8 conversion of python algorithms #3 (#7934)
# 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 *
from Alphas.ConstantAlphaModel import ConstantAlphaModel
from Selection.OptionUniverseSelectionModel import OptionUniverseSelectionModel
from Execution.ImmediateExecutionModel import ImmediateExecutionModel
from Risk.NullRiskManagementModel import NullRiskManagementModel
### <summary>
### Basic template options framework algorithm uses framework components
### to define an algorithm that trades options.
### </summary>
class BasicTemplateOptionsFrameworkAlgorithm(QCAlgorithm):
def initialize(self):
self.universe_settings.resolution = Resolution.MINUTE
self.set_start_date(2014, 6, 5)
self.set_end_date(2014, 6, 9)
self.set_cash(100000)
# set framework models
self.set_universe_selection(EarliestExpiringWeeklyAtTheMoneyPutOptionUniverseSelectionModel(self.select_option_chain_symbols))
self.set_alpha(ConstantOptionContractAlphaModel(InsightType.PRICE, InsightDirection.UP, timedelta(hours = 0.5)))
self.set_portfolio_construction(SingleSharePortfolioConstructionModel())
self.set_execution(ImmediateExecutionModel())
self.set_risk_management(NullRiskManagementModel())
def select_option_chain_symbols(self, utc_time):
new_york_time = Extensions.convert_from_utc(utc_time, TimeZones.NEW_YORK)
ticker = "TWX" if new_york_time.date() < date(2014, 6, 6) else "AAPL"
return [ Symbol.create(ticker, SecurityType.OPTION, Market.USA, f"?{ticker}") ]
class EarliestExpiringWeeklyAtTheMoneyPutOptionUniverseSelectionModel(OptionUniverseSelectionModel):
'''Creates option chain universes that select only the earliest expiry ATM weekly put contract
and runs a user defined option_chain_symbol_selector every day to enable choosing different option chains'''
def __init__(self, select_option_chain_symbols):
super().__init__(timedelta(1), select_option_chain_symbols)
def filter(self, filter):
'''Defines the option chain universe filter'''
return (filter.strikes(+1, +1)
# Expiration method accepts timedelta objects or integer for days.
# The following statements yield the same filtering criteria
.expiration(0, 7)
# .expiration(timedelta(0), timedelta(7))
.weeklys_only()
.puts_only()
.only_apply_filter_at_market_open())
class ConstantOptionContractAlphaModel(ConstantAlphaModel):
'''Implementation of a constant alpha model that only emits insights for option symbols'''
def __init__(self, type, direction, period):
super().__init__(type, direction, period)
def should_emit_insight(self, utc_time, symbol):
# only emit alpha for option symbols and not underlying equity symbols
if symbol.security_type != SecurityType.OPTION:
return False
return super().should_emit_insight(utc_time, symbol)
class SingleSharePortfolioConstructionModel(PortfolioConstructionModel):
'''Portfolio construction model that sets target quantities to 1 for up insights and -1 for down insights'''
def create_targets(self, algorithm, insights):
targets = []
for insight in insights:
targets.append(PortfolioTarget(insight.symbol, insight.direction))
return targets
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