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CompositeRiskManagementModelFrameworkAlgorithm.py 2.65 KB
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Martin Molinero 提交于 2019-03-29 02:56 +08:00 . Merge Framework and Classic Algorithms
# 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 clr import AddReference
AddReference("System")
AddReference("QuantConnect.Algorithm")
AddReference("QuantConnect.Common")
from System import *
from QuantConnect import *
from QuantConnect.Orders import *
from QuantConnect.Algorithm import *
from QuantConnect.Algorithm.Framework import *
from QuantConnect.Algorithm.Framework.Alphas import *
from QuantConnect.Algorithm.Framework.Execution import *
from QuantConnect.Algorithm.Framework.Selection import *
from QuantConnect.Algorithm.Framework.Portfolio import *
from Risk.CompositeRiskManagementModel import CompositeRiskManagementModel
from Risk.MaximumUnrealizedProfitPercentPerSecurity import MaximumUnrealizedProfitPercentPerSecurity
from Risk.MaximumDrawdownPercentPerSecurity import MaximumDrawdownPercentPerSecurity
from datetime import timedelta
### <summary>
### Show cases how to use the CompositeRiskManagementModel.
### </summary>
class CompositeRiskManagementModelFrameworkAlgorithm(QCAlgorithm):
'''Show cases how to use the CompositeRiskManagementModel.'''
def Initialize(self):
# Set requested data resolution
self.UniverseSettings.Resolution = Resolution.Minute
self.SetStartDate(2013,10,7) #Set Start Date
self.SetEndDate(2013,10,11) #Set End Date
self.SetCash(100000) #Set Strategy Cash
# set algorithm framework models
self.SetUniverseSelection(ManualUniverseSelectionModel([Symbol.Create("SPY", SecurityType.Equity, Market.USA)]))
self.SetAlpha(ConstantAlphaModel(InsightType.Price, InsightDirection.Up, timedelta(minutes = 20), 0.025, None))
self.SetPortfolioConstruction(EqualWeightingPortfolioConstructionModel())
self.SetExecution(ImmediateExecutionModel())
# define risk management model as a composite of several risk management models
self.SetRiskManagement(CompositeRiskManagementModel(
MaximumUnrealizedProfitPercentPerSecurity(0.01),
MaximumDrawdownPercentPerSecurity(0.01)
))
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