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G10CurrencySelectionModelFrameworkAlgorithm.py 3.02 KB
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Louis Szeto 提交于 2024-04-19 03:08 +08:00 . pep8 conversion of python algo #8 (#7946)
# 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 Selection.ManualUniverseSelectionModel import ManualUniverseSelectionModel
class G10CurrencySelectionModel(ManualUniverseSelectionModel):
'''Provides an implementation of IUniverseSelectionModel that simply subscribes to G10 currencies'''
def __init__(self):
'''Initializes a new instance of the G10CurrencySelectionModel class
using the algorithm's security initializer and universe settings'''
super().__init__([Symbol.create(x, SecurityType.FOREX, Market.OANDA)
for x in [ "EURUSD",
"GBPUSD",
"USDJPY",
"AUDUSD",
"NZDUSD",
"USDCAD",
"USDCHF",
"USDNOK",
"USDSEK" ]])
### <summary>
### Framework algorithm that uses the G10CurrencySelectionModel,
### a Universe Selection Model that inherits from ManualUniverseSelectionModel
### </summary>
class G10CurrencySelectionModelFrameworkAlgorithm(QCAlgorithm):
'''Framework algorithm that uses the G10CurrencySelectionModel,
a Universe Selection Model that inherits from ManualUniverseSelectionMode'''
def initialize(self):
''' Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.'''
# Set requested data resolution
self.universe_settings.resolution = Resolution.MINUTE
self.set_start_date(2013,10,7) #Set Start Date
self.set_end_date(2013,10,11) #Set End Date
self.set_cash(100000) #Set Strategy Cash
# set algorithm framework models
self.set_universe_selection(G10CurrencySelectionModel())
self.set_alpha(ConstantAlphaModel(InsightType.PRICE, InsightDirection.UP, timedelta(minutes = 20), 0.025, None))
self.set_portfolio_construction(EqualWeightingPortfolioConstructionModel())
self.set_execution(ImmediateExecutionModel())
self.set_risk_management(MaximumDrawdownPercentPerSecurity(0.01))
def on_order_event(self, order_event):
if order_event.status == OrderStatus.FILLED:
self.debug("Purchased Stock: {0}".format(order_event.symbol))
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