def extract(self):
        df = dataio.getdf('MktEqudAdjAfGet')[[
            'turnoverVol', 'turnoverValue', 'closePrice'
        ]]
        dfFea = dataio.forEachSecIDEx(df, process, self.getNames())

        return dfFea
        pass
    def extract(self):
        df = dataio.getdf('MktEqudAdjAfGet')[['isOpen']];
        dfFea = dataio.forEachSecIDEx(df,process,self.getNames());

        return dfFea;
        pass;
    def extract(self):
        df = dataio.getdf('MktEqudAdjAfGet')[['turnoverVol', 'turnoverValue', 'closePrice']];        
        dfFea = dataio.forEachSecIDEx(df,process,self.getNames());

        return dfFea;
        pass;