package indicator import ( "math" "time" "github.com/sirupsen/logrus" "github.com/c9s/bbgo/pkg/datatype/floats" "github.com/c9s/bbgo/pkg/types" ) // based on "Pivot Point Supertrend by LonesomeTheBlue" from tradingview var logpst = logrus.WithField("indicator", "pivotSupertrend") //go:generate callbackgen -type PivotSupertrend type PivotSupertrend struct { types.SeriesBase types.IntervalWindow ATRMultiplier float64 `json:"atrMultiplier"` PivotWindow int `json:"pivotWindow"` AverageTrueRange *ATR // Value must be set when initialized in strategy PivotLow *PivotLow // Value must be set when initialized in strategy PivotHigh *PivotHigh // Value must be set when initialized in strategy trendPrices floats.Slice // Tsl: value of the trend line (buy or sell) supportLine floats.Slice // The support line in an uptrend (green) resistanceLine floats.Slice // The resistance line in a downtrend (red) closePrice float64 previousClosePrice float64 uptrendPrice float64 previousUptrendPrice float64 downtrendPrice float64 previousDowntrendPrice float64 lastPp float64 src float64 // center previousPivotHigh float64 // temp variable to save the last value previousPivotLow float64 // temp variable to save the last value trend types.Direction previousTrend types.Direction tradeSignal types.Direction EndTime time.Time UpdateCallbacks []func(value float64) } func (inc *PivotSupertrend) Last(i int) float64 { return inc.trendPrices.Last(i) } func (inc *PivotSupertrend) Index(i int) float64 { return inc.Last(i) } func (inc *PivotSupertrend) Length() int { return len(inc.trendPrices) } func (inc *PivotSupertrend) Update(highPrice, lowPrice, closePrice float64) { if inc.Window <= 0 { panic("window must be greater than 0") } if inc.AverageTrueRange == nil { inc.SeriesBase.Series = inc } // Start with DirectionUp if inc.trend != types.DirectionUp && inc.trend != types.DirectionDown { inc.trend = types.DirectionUp } inc.previousPivotLow = inc.PivotLow.Last(0) inc.previousPivotHigh = inc.PivotHigh.Last(0) // Update High / Low pivots inc.PivotLow.Update(lowPrice) inc.PivotHigh.Update(highPrice) // Update ATR inc.AverageTrueRange.Update(highPrice, lowPrice, closePrice) // Update last prices inc.previousUptrendPrice = inc.uptrendPrice inc.previousDowntrendPrice = inc.downtrendPrice inc.previousClosePrice = inc.closePrice inc.previousTrend = inc.trend inc.closePrice = closePrice // Initialize lastPp as soon as pivots are made if inc.lastPp == 0 || math.IsNaN(inc.lastPp) { if inc.PivotHigh.Length() > 0 { inc.lastPp = inc.PivotHigh.Last(0) } else if inc.PivotLow.Length() > 0 { inc.lastPp = inc.PivotLow.Last(0) } else { inc.lastPp = math.NaN() return } } // Set lastPp to the latest pivotPoint (only changed when new pivot is found) if inc.PivotHigh.Last(0) != inc.previousPivotHigh { inc.lastPp = inc.PivotHigh.Last(0) } else if inc.PivotLow.Last(0) != inc.previousPivotLow { inc.lastPp = inc.PivotLow.Last(0) } // calculate the Center line using pivot points if inc.src == 0 || math.IsNaN(inc.src) { inc.src = inc.lastPp } else { // weighted calculation inc.src = (inc.src*2 + inc.lastPp) / 3 } // Update uptrend inc.uptrendPrice = inc.src - inc.AverageTrueRange.Last(0)*inc.ATRMultiplier if inc.previousClosePrice > inc.previousUptrendPrice { inc.uptrendPrice = math.Max(inc.uptrendPrice, inc.previousUptrendPrice) } // Update downtrend inc.downtrendPrice = inc.src + inc.AverageTrueRange.Last(0)*inc.ATRMultiplier if inc.previousClosePrice < inc.previousDowntrendPrice { inc.downtrendPrice = math.Min(inc.downtrendPrice, inc.previousDowntrendPrice) } // Update trend if inc.previousTrend == types.DirectionUp && inc.closePrice < inc.previousUptrendPrice { inc.trend = types.DirectionDown } else if inc.previousTrend == types.DirectionDown && inc.closePrice > inc.previousDowntrendPrice { inc.trend = types.DirectionUp } else { inc.trend = inc.previousTrend } // Update signal if inc.AverageTrueRange.Last(0) <= 0 { inc.tradeSignal = types.DirectionNone } else if inc.trend == types.DirectionUp && inc.previousTrend == types.DirectionDown { inc.tradeSignal = types.DirectionUp } else if inc.trend == types.DirectionDown && inc.previousTrend == types.DirectionUp { inc.tradeSignal = types.DirectionDown } else { inc.tradeSignal = types.DirectionNone } // Update trend price if inc.trend == types.DirectionDown { inc.trendPrices.Push(inc.downtrendPrice) } else { inc.trendPrices.Push(inc.uptrendPrice) } // Save the trend lines inc.supportLine.Push(inc.uptrendPrice) inc.resistanceLine.Push(inc.downtrendPrice) logpst.Debugf("Update pivot point supertrend result: closePrice: %v, uptrendPrice: %v, downtrendPrice: %v, trend: %v,"+ " tradeSignal: %v, AverageTrueRange.Last(): %v", inc.closePrice, inc.uptrendPrice, inc.downtrendPrice, inc.trend, inc.tradeSignal, inc.AverageTrueRange.Last(0)) } // GetSignal returns signal (Down, None or Up) func (inc *PivotSupertrend) GetSignal() types.Direction { return inc.tradeSignal } // GetDirection return the current trend func (inc *PivotSupertrend) Direction() types.Direction { return inc.trend } // LastSupertrendSupport return the current supertrend support value func (inc *PivotSupertrend) LastSupertrendSupport() float64 { return inc.supportLine.Last(0) } // LastSupertrendResistance return the current supertrend resistance value func (inc *PivotSupertrend) LastSupertrendResistance() float64 { return inc.resistanceLine.Last(0) } var _ types.SeriesExtend = &PivotSupertrend{} func (inc *PivotSupertrend) PushK(k types.KLine) { if inc.EndTime != zeroTime && !k.EndTime.After(inc.EndTime) { return } inc.Update(k.GetHigh().Float64(), k.GetLow().Float64(), k.GetClose().Float64()) inc.EndTime = k.EndTime.Time() inc.EmitUpdate(inc.Last(0)) } func (inc *PivotSupertrend) BindK(target KLineClosedEmitter, symbol string, interval types.Interval) { target.OnKLineClosed(types.KLineWith(symbol, interval, inc.PushK)) } func (inc *PivotSupertrend) LoadK(allKLines []types.KLine) { inc.SeriesBase.Series = inc for _, k := range allKLines { inc.PushK(k) } }