package dynamicrisk import ( "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/indicator" "github.com/c9s/bbgo/pkg/types" "github.com/pkg/errors" log "github.com/sirupsen/logrus" "math" ) type DynamicExposure struct { // BollBandExposure calculates the max exposure with the Bollinger Band BollBandExposure *DynamicExposureBollBand `json:"bollBandExposure"` } // Initialize dynamic exposure func (d *DynamicExposure) Initialize(symbol string, session *bbgo.ExchangeSession) { switch { case d.BollBandExposure != nil: d.BollBandExposure.initialize(symbol, session) } } func (d *DynamicExposure) IsEnabled() bool { return d.BollBandExposure != nil } // GetMaxExposure returns the max exposure func (d *DynamicExposure) GetMaxExposure(price float64, trend types.Direction) (maxExposure fixedpoint.Value, err error) { switch { case d.BollBandExposure != nil: return d.BollBandExposure.getMaxExposure(price, trend) default: return fixedpoint.Zero, errors.New("dynamic exposure is not enabled") } } // DynamicExposureBollBand calculates the max exposure with the Bollinger Band type DynamicExposureBollBand struct { // DynamicExposureBollBandScale is used to define the exposure range with the given percentage. DynamicExposureBollBandScale *bbgo.PercentageScale `json:"dynamicExposurePositionScale"` types.IntervalWindowBandWidth dynamicExposureBollBand *indicator.BOLL } // initialize dynamic exposure with Bollinger Band func (d *DynamicExposureBollBand) initialize(symbol string, session *bbgo.ExchangeSession) { d.dynamicExposureBollBand = session.StandardIndicatorSet(symbol).BOLL(d.IntervalWindow, d.BandWidth) // Subscribe kline session.Subscribe(types.KLineChannel, symbol, types.SubscribeOptions{ Interval: d.dynamicExposureBollBand.Interval, }) } // getMaxExposure returns the max exposure func (d *DynamicExposureBollBand) getMaxExposure(price float64, trend types.Direction) (fixedpoint.Value, error) { downBand := d.dynamicExposureBollBand.DownBand.Last(0) upBand := d.dynamicExposureBollBand.UpBand.Last(0) sma := d.dynamicExposureBollBand.SMA.Last(0) log.Infof("dynamicExposureBollBand bollinger band: up %f sma %f down %f", upBand, sma, downBand) bandPercentage := 0.0 if price < sma { // should be negative percentage bandPercentage = (price - sma) / math.Abs(sma-downBand) } else if price > sma { // should be positive percentage bandPercentage = (price - sma) / math.Abs(upBand-sma) } // Reverse if downtrend if trend == types.DirectionDown { bandPercentage = 0 - bandPercentage } v, err := d.DynamicExposureBollBandScale.Scale(bandPercentage) if err != nil { return fixedpoint.Zero, err } return fixedpoint.NewFromFloat(v), nil }