package indicator import ( "math" "time" "github.com/c9s/bbgo/pkg/datatype/floats" "github.com/c9s/bbgo/pkg/types" ) // Parabolic SAR(Stop and Reverse) / SAR // Refer: https://www.investopedia.com/terms/p/parabolicindicator.asp // The parabolic SAR indicator, developed by J. Wells Wilder, is used by traders to determine // trend direction and potential reversals in price. The indicator uses a trailing stop and // reverse method called "SAR," or stop and reverse, to identify suitable exit and entry points. // Traders also refer to the indicator as to the parabolic stop and reverse, parabolic SAR, or PSAR. // // The parabolic SAR indicator appears on a chart as a series of dots, either above or below an asset's // price, depending on the direction the price is moving. A dot is placed below the price when it is // trending upward, and above the price when it is trending downward. //go:generate callbackgen -type PSAR type PSAR struct { types.SeriesBase types.IntervalWindow High *types.Queue Low *types.Queue Values floats.Slice // Stop and Reverse AF float64 // Acceleration Factor EP float64 Falling bool EndTime time.Time UpdateCallbacks []func(value float64) } func (inc *PSAR) Last(i int) float64 { return inc.Values.Last(i) } func (inc *PSAR) Length() int { return len(inc.Values) } func (inc *PSAR) falling() bool { up := inc.High.Last(0) - inc.High.Index(1) dn := inc.Low.Index(1) - inc.Low.Last(0) return (dn > up) && (dn > 0) } func (inc *PSAR) Update(high, low float64) { if inc.High == nil { inc.SeriesBase.Series = inc inc.High = types.NewQueue(inc.Window) inc.Low = types.NewQueue(inc.Window) inc.Values = floats.Slice{} inc.AF = 0.02 inc.High.Update(high) inc.Low.Update(low) return } isFirst := inc.High.Length() < inc.Window inc.High.Update(high) inc.Low.Update(low) if !isFirst { ppsar := inc.Values.Last(0) if inc.Falling { // falling formula psar := ppsar - inc.AF*(ppsar-inc.EP) h := inc.High.Shift(1).Highest(2) inc.Values.Push(math.Max(psar, h)) if low < inc.EP { inc.EP = low if inc.AF <= 0.18 { inc.AF += 0.02 } } if high > psar { // reverse inc.AF = 0.02 inc.Values[len(inc.Values)-1] = inc.EP inc.EP = high inc.Falling = false } } else { // rising formula psar := ppsar + inc.AF*(inc.EP-ppsar) l := inc.Low.Shift(1).Lowest(2) inc.Values.Push(math.Min(psar, l)) if high > inc.EP { inc.EP = high if inc.AF <= 0.18 { inc.AF += 0.02 } } if low < psar { // reverse inc.AF = 0.02 inc.Values[len(inc.Values)-1] = inc.EP inc.EP = low inc.Falling = true } } } else { inc.Falling = inc.falling() if inc.Falling { inc.Values.Push(inc.High.Index(1)) inc.EP = inc.Low.Index(1) } else { inc.Values.Push(inc.Low.Index(1)) inc.EP = inc.High.Index(1) } } } var _ types.SeriesExtend = &PSAR{} func (inc *PSAR) PushK(k types.KLine) { inc.Update(k.High.Float64(), k.Low.Float64()) } func (inc *PSAR) BindK(target KLineClosedEmitter, symbol string, interval types.Interval) { target.OnKLineClosed(types.KLineWith(symbol, interval, inc.PushK)) }