* t status pep8 conversion * Minor tweaks and rebase * Various minor fixes --------- Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
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@@ -16,46 +16,46 @@ from queue import Queue
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class ScheduledQueuingAlgorithm(QCAlgorithm):
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def Initialize(self):
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self.SetStartDate(2020, 9, 1)
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self.SetEndDate(2020, 9, 2)
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self.SetCash(100000)
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def initialize(self):
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self.set_start_date(2020, 9, 1)
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self.set_end_date(2020, 9, 2)
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self.set_cash(100000)
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self.__numberOfSymbols = 2000
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self.__numberOfSymbolsFine = 1000
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self.SetUniverseSelection(FineFundamentalUniverseSelectionModel(self.CoarseSelectionFunction, self.FineSelectionFunction, None, None))
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self.__number_of_symbols = 2000
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self.__number_of_symbols_fine = 1000
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self.set_universe_selection(FineFundamentalUniverseSelectionModel(self.coarse_selection_function, self.fine_selection_function, None))
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self.SetPortfolioConstruction(EqualWeightingPortfolioConstructionModel())
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self.set_portfolio_construction(EqualWeightingPortfolioConstructionModel())
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self.SetExecution(ImmediateExecutionModel())
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self.set_execution(ImmediateExecutionModel())
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self.queue = Queue()
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self.dequeue_size = 100
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self.AddEquity("SPY", Resolution.Minute)
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self.Schedule.On(self.DateRules.EveryDay("SPY"), self.TimeRules.At(0, 0), self.FillQueue)
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self.Schedule.On(self.DateRules.EveryDay("SPY"), self.TimeRules.Every(timedelta(minutes=60)), self.TakeFromQueue)
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self.add_equity("SPY", Resolution.MINUTE)
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self.schedule.on(self.date_rules.every_day("SPY"), self.time_rules.at(0, 0), self.fill_queue)
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self.schedule.on(self.date_rules.every_day("SPY"), self.time_rules.every(timedelta(minutes=60)), self.take_from_queue)
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def CoarseSelectionFunction(self, coarse):
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has_fundamentals = [security for security in coarse if security.HasFundamentalData]
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sorted_by_dollar_volume = sorted(has_fundamentals, key=lambda x: x.DollarVolume, reverse=True)
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return [ x.Symbol for x in sorted_by_dollar_volume[:self.__numberOfSymbols] ]
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def coarse_selection_function(self, coarse):
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has_fundamentals = [security for security in coarse if security.has_fundamental_data]
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sorted_by_dollar_volume = sorted(has_fundamentals, key=lambda x: x.dollar_volume, reverse=True)
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return [ x.symbol for x in sorted_by_dollar_volume[:self.__number_of_symbols] ]
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def FineSelectionFunction(self, fine):
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sorted_by_pe_ratio = sorted(fine, key=lambda x: x.ValuationRatios.PERatio, reverse=True)
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return [ x.Symbol for x in sorted_by_pe_ratio[:self.__numberOfSymbolsFine] ]
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def fine_selection_function(self, fine):
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sorted_by_pe_ratio = sorted(fine, key=lambda x: x.valuation_ratios.pe_ratio, reverse=True)
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return [ x.symbol for x in sorted_by_pe_ratio[:self.__number_of_symbols_fine] ]
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def FillQueue(self):
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securities = [security for security in self.ActiveSecurities.Values if security.Fundamentals is not None]
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def fill_queue(self):
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securities = [security for security in self.active_securities.values() if security.fundamentals is not None]
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# Fill queue with symbols sorted by PE ratio (decreasing order)
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self.queue.queue.clear()
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sorted_by_pe_ratio = sorted(securities, key=lambda x: x.Fundamentals.ValuationRatios.PERatio, reverse=True)
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sorted_by_pe_ratio = sorted(securities, key=lambda x: x.fundamentals.valuation_ratios.pe_ratio, reverse=True)
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for security in sorted_by_pe_ratio:
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self.queue.put(security.Symbol)
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self.queue.put(security.symbol)
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def TakeFromQueue(self):
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def take_from_queue(self):
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symbols = [self.queue.get() for _ in range(min(self.dequeue_size, self.queue.qsize()))]
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self.History(symbols, 10, Resolution.Daily)
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self.history(symbols, 10, Resolution.DAILY)
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self.Log(f"Symbols at {self.Time}: {[str(symbol) for symbol in symbols]}")
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self.log(f"Symbols at {self.time}: {[str(symbol) for symbol in symbols]}")
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