package indicator import ( "time" "github.com/c9s/bbgo/pkg/types" ) type EWMA struct { Interval types.Interval Window int Values Float64Slice EndTime time.Time } func (inc *EWMA) Last() float64 { return inc.Values[len(inc.Values)-1] } func (inc *EWMA) calculateAndUpdate(kLines []types.KLine) { if len(kLines) < inc.Window { // we can't calculate return } var index = len(kLines) - 1 var lastK = kLines[index] var multiplier = 2.0 / float64(inc.Window+1) if inc.EndTime != zeroTime && lastK.EndTime.Before(inc.EndTime) { return } var recentK = kLines[index-(inc.Window-1) : index+1] if len(inc.Values) > 0 { var previousEWMA = inc.Values[len(inc.Values)-1] var ewma = lastK.Close*multiplier + previousEWMA*(1-multiplier) inc.Values.Push(ewma) } else { // The first EWMA is actually SMA var sma = calculateSMA(recentK) inc.Values.Push(sma) } inc.EndTime = kLines[index].EndTime } type KLineWindowUpdater interface { OnKLineWindowUpdate(func(interval types.Interval, window types.KLineWindow)) } func (inc *EWMA) BindMarketDataStore(updater KLineWindowUpdater) { updater.OnKLineWindowUpdate(func(interval types.Interval, window types.KLineWindow) { if inc.Interval != interval { return } if inc.EndTime != zeroTime && inc.EndTime.Before(inc.EndTime) { return } inc.calculateAndUpdate(window) }) }