class WarmupHistoryConsolidated(QCAlgorithm):

    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.'''

        self.SetStartDate(2020, 9, 8)
        self.SetEndDate(2020, 9, 8)
        self.SetCash(1000)          #Set Strategy Cash
        self.invested = False
       
        forex = self.AddForex("EURUSD", Resolution.Minute) # I want incorporate minute data in the algorithm. Not just hourly.
        
        self.fiveMinuteTradeBarWindow = RollingWindow[QuoteBar](5)
        self.Consolidate("EURUSD", timedelta(minutes=5), self.FiveMinuteBarHandler)
        
        self.oneHourTradeBarWindow = RollingWindow[QuoteBar](5)
        self.Consolidate("EURUSD", timedelta(minutes=60), self.OneHourBarHandler)
        
        self.SmaHigh = self.SMA("EURUSD", 10, Resolution.Hour, Field.High)
        self.SmaHighWindow = RollingWindow[IndicatorDataPoint](5)
        self.SmaHigh.Updated += self.SmaHighUpdated

        history = self.History(["EURUSD"], (60 * 10) + 60)

        # prints out the tail of the dataframe
        self.Log(str(history.loc["EURUSD"].tail()))

        for index, row in history.loc["EURUSD"].iterrows():
            self.SmaHigh.Update(index, row["high"])

        self.Log("SmaHigh {0} READY. Samples: {1}".format("IS" if self.SmaHigh.IsReady else "IS NOT", self.SmaHigh.Samples))
    
    def SmaHighUpdated(self, sender, updated):
        self.SmaHighWindow.Add(updated)
        
    def FiveMinuteBarHandler(self, consolidated):
        self.fiveMinuteTradeBarWindow.Add(consolidated)
        
    def OneHourBarHandler(self, consolidated):
        self.oneHourTradeBarWindow.Add(consolidated)
        self.Log("Last hour close: " + str(self.oneHourTradeBarWindow[0].Value) + "  SmaHigh: " + str(self.SmaHighWindow[0].Value))

    def OnData(self, data):
        '''OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here.'''
        if not self.invested:
            self.invested = True
            self.SetHoldings("EURUSD", 1)