package indicator import ( "time" "github.com/c9s/bbgo/pkg/datatype/floats" "github.com/c9s/bbgo/pkg/types" ) // Refer: Welles Wilder's Moving Average // Refer URL: http://fxcorporate.com/help/MS/NOTFIFO/i_WMA.html // TODO: Cannot see any difference between RMA and this const MaxNumOfWWMA = 5_000 const MaxNumOfWWMATruncateSize = 100 //go:generate callbackgen -type WWMA type WWMA struct { types.SeriesBase types.IntervalWindow Values floats.Slice LastOpenTime time.Time UpdateCallbacks []func(value float64) } func (inc *WWMA) Update(value float64) { if len(inc.Values) == 0 { inc.SeriesBase.Series = inc inc.Values.Push(value) return } else if len(inc.Values) > MaxNumOfWWMA { inc.Values = inc.Values[MaxNumOfWWMATruncateSize-1:] } last := inc.Last(0) wma := last + (value-last)/float64(inc.Window) inc.Values.Push(wma) } func (inc *WWMA) Last(i int) float64 { return inc.Values.Last(i) } func (inc *WWMA) Index(i int) float64 { return inc.Last(i) } func (inc *WWMA) Length() int { return len(inc.Values) } func (inc *WWMA) PushK(k types.KLine) { inc.Update(k.Close.Float64()) } func (inc *WWMA) CalculateAndUpdate(allKLines []types.KLine) { if len(allKLines) < inc.Window { // we can't calculate return } doable := false for _, k := range allKLines { if !doable && k.StartTime.After(inc.LastOpenTime) { doable = true } if doable { inc.PushK(k) inc.LastOpenTime = k.StartTime.Time() inc.EmitUpdate(inc.Last(0)) } } } func (inc *WWMA) handleKLineWindowUpdate(interval types.Interval, window types.KLineWindow) { if inc.Interval != interval { return } inc.CalculateAndUpdate(window) } func (inc *WWMA) Bind(updater KLineWindowUpdater) { updater.OnKLineWindowUpdate(inc.handleKLineWindowUpdate) } var _ types.SeriesExtend = &WWMA{}