bbgo_origin/pkg/indicator/atr.go

136 lines
2.6 KiB
Go

package indicator
import (
"math"
"time"
"github.com/c9s/bbgo/pkg/types"
)
//go:generate callbackgen -type ATR
type ATR struct {
types.SeriesBase
types.IntervalWindow
PercentageVolatility types.Float64Slice
PreviousClose float64
RMA *RMA
EndTime time.Time
UpdateCallbacks []func(value float64)
}
var _ types.SeriesExtend = &ATR{}
func (inc *ATR) Clone() *ATR {
out := &ATR{
IntervalWindow: inc.IntervalWindow,
PercentageVolatility: inc.PercentageVolatility[:],
PreviousClose: inc.PreviousClose,
RMA: inc.RMA.Clone().(*RMA),
EndTime: inc.EndTime,
}
out.SeriesBase.Series = out
return out
}
func (inc *ATR) TestUpdate(high, low, cloze float64) *ATR {
c := inc.Clone()
c.Update(high, low, cloze)
return c
}
func (inc *ATR) Update(high, low, cloze float64) {
if inc.Window <= 0 {
panic("window must be greater than 0")
}
if inc.RMA == nil {
inc.SeriesBase.Series = inc
inc.RMA = &RMA{
IntervalWindow: types.IntervalWindow{Window: inc.Window},
Adjust: true,
}
inc.PreviousClose = cloze
return
}
// calculate true range
trueRange := high - low
hc := math.Abs(high - inc.PreviousClose)
lc := math.Abs(low - inc.PreviousClose)
if trueRange < hc {
trueRange = hc
}
if trueRange < lc {
trueRange = lc
}
inc.PreviousClose = cloze
// apply rolling moving average
inc.RMA.Update(trueRange)
atr := inc.RMA.Last()
inc.PercentageVolatility.Push(atr / cloze)
}
func (inc *ATR) Last() float64 {
if inc.RMA == nil {
return 0
}
return inc.RMA.Last()
}
func (inc *ATR) Index(i int) float64 {
if inc.RMA == nil {
return 0
}
return inc.RMA.Index(i)
}
func (inc *ATR) Length() int {
if inc.RMA == nil {
return 0
}
return inc.RMA.Length()
}
func (inc *ATR) PushK(k types.KLine) {
if inc.EndTime != zeroTime && !k.EndTime.After(inc.EndTime) {
return
}
inc.Update(k.High.Float64(), k.Low.Float64(), k.Close.Float64())
inc.EndTime = k.EndTime.Time()
inc.EmitUpdate(inc.Last())
}
func (inc *ATR) LoadK(allKlines []types.KLine) {
for _, k := range allKlines {
inc.PushK(k)
}
}
func (inc *ATR) BindK(target KLineClosedEmitter, symbol string, interval types.Interval) {
target.OnKLineClosed(types.KLineWith(symbol, interval, inc.PushK))
}
func (inc *ATR) CalculateAndUpdate(kLines []types.KLine) {
for _, k := range kLines {
inc.PushK(k)
}
}
func (inc *ATR) handleKLineWindowUpdate(interval types.Interval, window types.KLineWindow) {
if inc.Interval != interval {
return
}
inc.CalculateAndUpdate(window)
}
func (inc *ATR) Bind(updater KLineWindowUpdater) {
updater.OnKLineWindowUpdate(inc.handleKLineWindowUpdate)
}