* pep8 conversion * more * Minor fix * Fix related regression algorithm --------- Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
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@@ -22,60 +22,60 @@ from Selection.FutureUniverseSelectionModel import FutureUniverseSelectionModel
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### </summary>
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class BasicTemplateFuturesFrameworkAlgorithm(QCAlgorithm):
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def Initialize(self):
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def initialize(self):
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self.UniverseSettings.Resolution = Resolution.Minute
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self.UniverseSettings.ExtendedMarketHours = self.GetExtendedMarketHours()
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self.universe_settings.resolution = Resolution.MINUTE
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self.universe_settings.extended_market_hours = self.get_extended_market_hours()
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self.SetStartDate(2013, 10, 7)
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self.SetEndDate(2013, 10, 11)
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self.SetCash(100000)
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self.set_start_date(2013, 10, 7)
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self.set_end_date(2013, 10, 11)
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self.set_cash(100000)
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# set framework models
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self.SetUniverseSelection(FrontMonthFutureUniverseSelectionModel(self.SelectFutureChainSymbols))
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self.SetAlpha(ConstantFutureContractAlphaModel(InsightType.Price, InsightDirection.Up, timedelta(1)))
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self.SetPortfolioConstruction(SingleSharePortfolioConstructionModel())
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self.SetExecution(ImmediateExecutionModel())
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self.SetRiskManagement(NullRiskManagementModel())
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self.set_universe_selection(FrontMonthFutureUniverseSelectionModel(self.select_future_chain_symbols))
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self.set_alpha(ConstantFutureContractAlphaModel(InsightType.PRICE, InsightDirection.UP, timedelta(1)))
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self.set_portfolio_construction(SingleSharePortfolioConstructionModel())
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self.set_execution(ImmediateExecutionModel())
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self.set_risk_management(NullRiskManagementModel())
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def SelectFutureChainSymbols(self, utcTime):
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newYorkTime = Extensions.ConvertFromUtc(utcTime, TimeZones.NewYork)
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if newYorkTime.date() < date(2013, 10, 9):
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return [ Symbol.Create(Futures.Indices.SP500EMini, SecurityType.Future, Market.CME) ]
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def select_future_chain_symbols(self, utc_time):
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new_york_time = Extensions.convert_from_utc(utc_time, TimeZones.NEW_YORK)
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if new_york_time.date() < date(2013, 10, 9):
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return [ Symbol.create(Futures.Indices.SP_500_E_MINI, SecurityType.FUTURE, Market.CME) ]
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else:
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return [ Symbol.Create(Futures.Metals.Gold, SecurityType.Future, Market.COMEX) ]
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return [ Symbol.create(Futures.Metals.GOLD, SecurityType.FUTURE, Market.COMEX) ]
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def GetExtendedMarketHours(self):
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def get_extended_market_hours(self):
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return False
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class FrontMonthFutureUniverseSelectionModel(FutureUniverseSelectionModel):
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'''Creates futures chain universes that select the front month contract and runs a user
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defined futureChainSymbolSelector every day to enable choosing different futures chains'''
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defined future_chain_symbol_selector every day to enable choosing different futures chains'''
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def __init__(self, select_future_chain_symbols):
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super().__init__(timedelta(1), select_future_chain_symbols)
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def Filter(self, filter):
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def filter(self, filter):
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'''Defines the futures chain universe filter'''
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return (filter.FrontMonth()
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.OnlyApplyFilterAtMarketOpen())
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return (filter.front_month()
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.only_apply_filter_at_market_open())
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class ConstantFutureContractAlphaModel(ConstantAlphaModel):
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'''Implementation of a constant alpha model that only emits insights for future symbols'''
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def __init__(self, type, direction, period):
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super().__init__(type, direction, period)
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def __init__(self, _type, direction, period):
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super().__init__(_type, direction, period)
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def ShouldEmitInsight(self, utcTime, symbol):
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def should_emit_insight(self, utc_time, symbol):
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# only emit alpha for future symbols and not underlying equity symbols
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if symbol.SecurityType != SecurityType.Future:
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if symbol.security_type != SecurityType.FUTURE:
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return False
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return super().ShouldEmitInsight(utcTime, symbol)
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return super().should_emit_insight(utc_time, symbol)
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class SingleSharePortfolioConstructionModel(PortfolioConstructionModel):
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'''Portfolio construction model that sets target quantities to 1 for up insights and -1 for down insights'''
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def CreateTargets(self, algorithm, insights):
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def create_targets(self, algorithm, insights):
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targets = []
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for insight in insights:
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targets.append(PortfolioTarget(insight.Symbol, insight.Direction))
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targets.append(PortfolioTarget(insight.symbol, insight.direction))
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return targets
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